To read this content please select one of the options below:

Please note you do not have access to teaching notes, a systematic literature review: digital marketing and its impact on smes.

Journal of Indian Business Research

ISSN : 1755-4195

Article publication date: 20 February 2023

Issue publication date: 3 March 2023

This study aims to analyze the available literature on the use of digital marketing and its impact on small- and medium-sized enterprises (SMEs). This study identifies the use of digital marketing practices and its impact on SMEs.

Design/methodology/approach

A systematic literature review has been conducted on digital marketing, and its implementation in SMEs. The impact of digital marketing on SMEs performance is observed over the past 12 years through the resources which are undertaken for the study, namely, Science Direct, Scopus, Springer, IEEE Explorer, ACM Digital Library, Engineering Village, ISI Web of Knowledge database is used to search the research publications on the selected topic.

Although some SME firms use digital marketing, their impact is not similar where we can recommend a fixed strategy for applying digital marketing. This review provides an insight into how digital marketing has evolved over the period of time and how SMEs are adopting it for their sustenance.

Practical implications

This study will give theoretical analysis of various benefits received by SMEs because of digital marketing in the different capacities helping organizations to uplift their productivity. Mind mapping will give the idea of impact of SMEs on their various performances in rural as well as in the urban areas. This study will give further scope for digital marketers to approach those industries specifically at rural parts of the nation for bringing change into their marketing operations and also for increasing turnover by the use of digital marketing.

Originality/value

Research on the use of digital marketing by SMEs firms is still at the embryonic stage in India. This study is a pioneering effort to review the use of digital marketing in SMEs and identify research priorities for scholars and practitioners.

  • Literature review
  • Digital marketing
  • Small and medium enterprises
  • Impact on SMEs

Jadhav, G.G. , Gaikwad, S.V. and Bapat, D. (2023), "A systematic literature review: digital marketing and its impact on SMEs", Journal of Indian Business Research , Vol. 15 No. 1, pp. 76-91. https://doi.org/10.1108/JIBR-05-2022-0129

Emerald Publishing Limited

Copyright © 2023, Emerald Publishing Limited

Related articles

All feedback is valuable.

Please share your general feedback

Report an issue or find answers to frequently asked questions

Contact Customer Support

Academia.edu no longer supports Internet Explorer.

To browse Academia.edu and the wider internet faster and more securely, please take a few seconds to  upgrade your browser .

Enter the email address you signed up with and we'll email you a reset link.

  • We're Hiring!
  • Help Center

paper cover thumbnail

A Literature Review on Digital Marketing: The Evolution of a Revolution

Profile image of Marina Basimakopoulou

2022, Journal of Social Media Marketing

This literature review aims at providing a comprehensive and consolidated representation on how Digital Transformation in Marketing has, so far, influenced value making for businesses and discuss prospective ways ahead. In particular, current key concepts that need to be redefined have been spotted, as well as challenges in the digital marketing sector that need to be tackled with regards, especially, to social media and mobile marketing. A new structured approach is proposed on how businesses can stay up to date, exploiting the advantages, while minimizing the effects of disadvantages, of an almost inescapable decision to adopt, develop and implement a Digital Marketing Strategy. Future in marketing seems to embrace augmented and virtual reality as it’s natural progression, therefore, technology along with development and adoption of specific organizational capabilities and management tools respectively, integration of robust business processes, such as effective media derived data...

Related Papers

Bhaskar Jha

The era of traditional marketing is slowing fading out owing to its high cost and low conversion ratio, and is being replaced by heavy investments in Digital Marketing by all firms alike. Digital Marketing uses various digital tools and technology to reach the target customers and performs data driven marketing of products and services. Identification of target customer is comparatively easy in digital media marketing and hence is more effective compared to traditional media marketing. This paper gives an insight on how by using digital marketing, the customer reach can be enhanced in a cost-effective way. It also gives a review of how the digital marketing landscape is changing. It emphases on how social media platforms can be leveraged for digital marketing and discussing the effectiveness of different platform. Besides this, various channels are available to make the digital marketing experience smoother. Tools like search engine optimization, influencer marketing, product placement etc. helps in increasing the visibility of the product significantly. Below the line activities such as e-mail marketing, content marketing, affiliate marketing helps you to connect with the customer directly. Various channels such as Pay per click marketing, Social Media Marketing, YouTube marketing and effectiveness of each channel has been discussed in this paper. The elements of a digital marketing program for attracting the customers, engaging them and retaining them and how to understand their preferences would be known after reading this paper. This will help to choose the best digital marketing channel based on products and services that you are offering. The final aim is to decide upon which channels and social media platforms to be used strategically and achieve the right mix and desired ROI. This research can provide a general framework for comparing different social media platforms and how the selection of particular channel and digital platform will influence the product or service communication. Also, the way forward and the need for organizations to go digital has been stressed upon. The shift towards a digital India will take place over a period of time. The internet penetration of urban India is close to 60% but that of rural India still stays at less than 20%, hence it will be a slow and steady process. The market is becoming very competitive and digital organizations need to update their marketing strategy in accordance with the consumer behaviour. Digital marketing allows marketers to come up with more innovative ideas to market their products. Latest technologies like 3D printing have also been discussed which may change the way marketing happens in future. It is now possible to create a 3D object from a digital model. This can be a viable marketing tactic for businesses in future. In future it will be possible for businesses to create accessories which can then be printed by customers who have 3D printers. This will result into elimination of unnecessary processes and also help in customization. The future of marketing is here, ready?

literature review in marketing

harshit gupta

Journal of Marketing

Nenad Peric

The authors of this paper have analysed the current and future tendencies in digital marketing communications (DMC). Digital communications are an area of fast and frequent changes that lead to shorter communication between the message sender and receiver, thus speeding up the process and making it more complex. In order to survive in a dynamic environment, companies need to be visible and directly linked to their target groups. Moreover, it is vital that they understand well their digital environment and are prepared to take proactive steps to make their marketing communication successful. Acceptance and application of new trends in the field of digital marketing is a milestone in the business of an organization. The need for a proactive approach to changes is evident , as the organizations that first introduce the user-oriented innovations shall receive consumer attention and funds. A detailed and concise review of the current situation and the forecasts for the future are presented, to allow the expert and scientific public to plan future research in this field. An overview of the challenges and opportunities facing this innovative area provides a valuable insight and helps create a successful marketing communications strategy.

Startupreneur Business Digital (SABDA Journal)

Petrus Sokibi

With the advancement of information technology has grown so rapidly. One form of development that can be seen in the existence of a platform that connects one another or what can be said is social media. Instagram, Facebook, Twitter and Tiktok are examples of social media that are the most popular platforms. Starting from children to adults all use social media[1]. With this, social media has become a concern for business people. Now, almost all business people do not hesitate to market their products or services through social media. On that basis, this article was written. The goal is to see how digital marketing is useful in today's business strategy.

Journal of Marketing Analytics

Tat Huei Cham

Journal of Retailing and Consumer Services

Nitish Singh

anish gupta

We develop and describe a framework for research in digital marketing that highlights the touchpoints in the marketing process as well as in the marketing strategy process where digital technologies are having and will have a significant impact. Using the framework we organize the developments and extant research around the elements and touchpoints comprising the framework and review the research literature in the broadly defined digital marketing space. We outline the evolving issues in and around the touchpoints and associated questions for future research. Finally, we integrate these identified questions and set a research agenda for future research in digital marketing to examine the issues from the perspective of the firm.

International Journal of Advanced Research (IJAR)

IJAR Indexing

In the 21st century market and its customers are related with the digital as a innovative and explorative means of receiving information. In essence, tools such as mobile, smartphones, the internet (intranet and internet) 3D printer, are shifting the balance of power from firms to consumers and vice versa. The paper will examine these tools, introduce some new concepts, and discuss how both firms and consumers are adapting to this changing landscape. This will increase your appreciation of how the foundations of marketing are being reshaped and shifting to fit our new digital world. This, in addition to globalisation, brings the world closer. The concept of marketing emerged in the early twentieth century. It has been a huge part of business strategy since marketing strategy is the benchmark for success of every business. Marketing dynamics have been constantly evolving ever since it was introduced, now it has been shifted towards modern and innovative techniques. This paper examines how digital tools, such as the Internet, smartphones, and 3D printing, are revolutionizing the world of marketing by shifting the balance of power from firms to consumers.

Thomas Gillpatrick

Digital technology technologies and business practices are expected to radically transform the competitive landscape and society. Central to changing business practices is how digital technologies are transforming the practice of marketing which in turn is transforming the nature of markets globally. This paper, guided by the literature concerning the wave of digital disruption brought about by new technology, changes in consumer demand and new forms of business competition discusses industry level and macroeconomic impact of the digital transformation of marketing. The drivers of the digital transformation in marketing, the critical role of understanding the consumer value chain relative to marketing practice and the impact of changing business practices on the larger economy. A new model developed by (Teixeira, 2019) to assess consumer demand is described as a marketing practice innovation that can be used to gain new insights for innovation and marketing. These innovations in gai...

Loading Preview

Sorry, preview is currently unavailable. You can download the paper by clicking the button above.

RELATED TOPICS

  •   We're Hiring!
  •   Help Center
  • Find new research papers in:
  • Health Sciences
  • Earth Sciences
  • Cognitive Science
  • Mathematics
  • Computer Science
  • Academia ©2024

The methodologies of the marketing literature: mechanics, uses and craft

  • Theory/Conceptual
  • Published: 08 November 2021
  • Volume 11 , pages 416–431, ( 2021 )

Cite this article

literature review in marketing

  • Terry Clark 1 &
  • Thomas Martin Key   ORCID: orcid.org/0000-0002-7338-627X 2  

957 Accesses

4 Citations

7 Altmetric

Explore all metrics

Of the three scholastic modes with which to develop ideas and create knowledge in research: logic, empirics, and the literature , the latter is perhaps one of the least understood and studied. This paper is a first-of-its-kind delve into what the literature is, how it is used, and its impact as a foundation for theory and conceptual work in the discipline of marketing. We create a novel approach that provides a framework to understand the way literature functions in the research process and expose the hidden mechanics of how it creates and ties together various forms of meaning through what we call, citation-based reasoning. It is through this lens that we conclude with insights for how a deeper understanding of the literature can stoke continued impact in the marketing discipline, especially for theory building and conceptual development.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price includes VAT (Russian Federation)

Instant access to the full article PDF.

Rent this article via DeepDyve

Institutional subscriptions

literature review in marketing

Similar content being viewed by others

literature review in marketing

Contours of the marketing literature: Text, context, point-of-view, research horizons, interpretation, and influence in marketing

Marketing’s theoretical and conceptual value proposition: opportunities to address marketing’s influence.

literature review in marketing

A Backward Glance of who and what Marketing Scholars have Been Researching, 1977–2002

Journal of Retailing ( from 1925); Journal of Marketing ( from 1936); Journal of Advertising Research ( from 1960); Journal of Marketing Research ( from 1964); and Journal of Consumer Research ( from 1974).

Journal of Marketing, Journal of Marketing Research, Journal of Consumer Research, Marketing Science, International Journal of Research in Marketing, Journal of the Academy of Marketing Science and Journal of Retailing .

AMS Review, Journal of Advertising, Journal of Consumer Psychology, Journal of Innovation and New Product Management, Journal of Interactive Marketing, Journal of International Marketing, Journal of Macromarketing, Journal of Marketing Management, Journal of Personal Selling and Sales Management, Journal of Public Policy.

And Marketing, Journal of Strategic Marketing, European Journal of Marketing, Journal of Marketing Theory and Practice, and Quantitative Marketing and Economics.

Management Science, Journal of Business Research, and Journal of International Business Studies.

Business Horizons, California Management Review, Harvard Business Review , and MIT Sloan Management Review .

Journal of Marketing , Journal of Marketing Research , Marketing Science , Journal of Consumer Research and Journal of the Academy of Marketing Science .

Accounting Organization and Society, The Accounting Review, Journal of Accounting Research and Journal of Accounting and Economics.

Journal of Finance, Journal of Financial Economics, Journal of Financial and Quantitative Analysis and Review of Financial Studies.

Academy of Management Review, Academy of Management Journal, Administrative Science Quarterly and Strategic Management Journal.

And JMR ’s stated mission seems to corroborate this view “ JMR seeks papers that make methodological, substantive, and/or theoretical contributions…Authors seeking to make a methodological contribution should compare their proposed new methods to established methods…Papers that review methods to stimulate further research are also welcome” ( https://us.sagepub.com/en-us/nam/journal-of-marketing-research/journal203574 ).

Andrews, J. C., Durvasula, S., & Akhter, S. H. (1990). A framework for conceptualizing and measuring the involvement construct in advertising research. Journal of Advertising, 19 (4), 27–40.

Article   Google Scholar  

Alonso, A. (2020). Once upon a time there was… a Scientific Journal (Part I),  Fundación Arquia Blog , April 2, https://blogfundacion.arquia.es/en/2020/04/once-upon-a-time-there-was-a-scientific-journal-i/ accessed 2/14/2021.

Ataman, B. M., Van, H. J., Heerde, H., & Mela, C. F. (2010). The long-term effect of marketing strategy on brand sales. Journal of Marketing Research, 47 (5), 866–882.

Bartlett, T. (2021). Do we really need more controversial ideas?, Chronicle of Higher Education , May 17th, https://www.chronicle.com/article/do-we-really-need-more-controversial-ideas

Bartels, R. (1951). Can marketing be a science? Journal of Marketing, 15 (3), 319–328.

Baumgartner, H., & Pieters, R. (2003). The structural influence of marketing journals: a citation analysis of the discipline and Its subareas over time. Journal of Marketing, 67 (2), 123–139.

Bergkvist, L. (2020). Measure proliferation in advertising research: Are standard measures the solution. International Journal of Advertising , 40 (2), 311–323.

Bergkvist, L., & Eisend, M. (2021). The dynamic nature of marketing constructs. Journal of the Academy of Marketing Science, 49, 521–541. https://doi.org/10.1007/s11747-020-00756-w

Brown, L. O. (1948). Toward a profession of marketing.  Journal of Marketing , 13 (1), 27–31

Bruner, G. (2003). Combating scale proliferation. Journal of Targeting, Measurement and Analysis for Marketing, 11 , 362–372. https://doi.org/10.1057/palgrave.jt.5740091

Caporin, M., & Sartore, D. (2006). Methodological aspects of time series back-calculation.  Working Papers , Department of Economics Ca’ Foscari University of Venice No. 56/WP/2006

Chabowski, B. R., & Mena, J. A. (2017). A review of global competitiveness research: Past advances and future directions. Journal of International Marketing, 25 (4), 1–24.

Chabowski, B. R., Samiee, S., Tomas, G., & Hult, M. (2013). A bibliometric analysis of the global branding literature and a research agenda. Journal of International Business Studies, 44 (6), 622–634.

Clark, T. & Carol, A. (2011). Shelby hunt and the great revolution in Marketing Legends, Volume 2, Marketing Theory: Philosophy of Science Foundations of Marketing , Jagdip Singh editor, Sage Publications, 141–147.

Clark, T., Key, T. M., Hodis, M., & Rajaratnam, D. (2014). The intellectual ecology of mainstream marketing research: An inquiry into the place of Marketing in the Family of business disciplines. Journal of the Academy of Marketing Sciences, 42 (3), 223–241.

Desai, P. S., Kalra, A., & Murthi, B. P. S. (2008). When Old Is Gold: The Role of Business Longevity in Risky Situations. Journal of Marketing, 72 (1), 95–107.

Google Scholar  

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18 (1), 39–50.

Fuller, S. (2005). The Intellectual . Icon Books Ltd.

Gordon, R. A., & Howell, J. E. (1959). Higher Education for Business . Columbia University Press.

Book   Google Scholar  

Gu, X., & Blackmore, K. (2017). Characterisation of academic journals in the digital age. Scientometrics, 110, 1333–1350.

Hult, G., Tomas, M., Neese, W. T., & Bashaw, R. E. (1997). Faculty perceptions of marketing journals. Journal of Marketing Education, 19 (Spring), 37–52.

Hunt, S. D. (1971). The morphology of theory and the general theory of marketing. Journal of Marketing, 53 (2), 65–68.

Hunt, S. D. (1976). The nature and scope of marketing. Journal of Marketing, 40 (3), 17–26.

Hunt, S. D. (2018). Advancing marketing strategy in the marketing discipline and beyond: From promise, to neglect, to prominence, to fragment (to promise?). Journal of Marketing Management, 34 (1–2), 16–51.

Hunt, S. D. (2020). AMS Review, 10, 183–188.

Jaakkola, E. (2020). Designing conceptual articles: Four approaches. AMS Review, 10 (1), 18–26.

Jacoby, J. (1978). Consumer research: a state of the art review. Journal of Marketing, 42 (2), 87–96.

Kanetkar, V., Weinberg, C., & Weiss, D. (1992). Price sensitivity and television advertising exposures: Some empirical findings. Marketing Science , 11(4), 359–371

Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions, and managerial implications. Journal of Marketing, 54 (2), 1–18.

Kollat, D. T., Blackwell, R. D., & Engel, J. F. (1972). The current status of consumer behavior research: Developments during the 1968–1972 period, in SV - proceedings of the third annual conference of the association for consumer research, eds. M. Venkatesan, Chicago, IL : Association for Consumer Research, Pages: 576–585.

Lander, L. J., & Parkin, T. R. (1966). Counterexample to euler’s conjecture on sums of like powers. Bulletin of the American Mathematical Society, 72 (6), 1079.

Lehmann, D. R. (2005). Journal evolution and the development of marketing. Journal of Public Policy & Marketing, 24 (1), 137–142.

Lipstein, B. (1965). A mathematical model of consumer behavior. Journal of Marketing Research, 2 (3), 259–265.

Markus, L. M., & Saunders, C. (2007). Editor's comments: Looking for a few good concepts...and theories...for the information systems field. MIS Quarterly , 31(1), iii-vi.

MacInnis, D. J. (2011). A framework for conceptual contributions in marketing. Journal of Marketing, 75 (4), 136–154.

McNeely, I. F., & Wolverton, L. ( 2008). Reinventing Knowledge: From Alexandria to the Internet , W. W. Norton & Company

Mitra, A., & Lynch, J. G. (1995). Toward a reconciliation of market power and information theories of advertising effects on price elasticity. Journal of Consumer Research, 21, 644–659.

Palmatier, R. W., Houston, M. B., & Hulland, J. (2018). Review articles: Purpose, process, and structure. Journal of the Academy of Marketing Science, 46 (1), 1–5.

Reibstein, D. J., Day, G., & Wind, J. (2009). Guest editorial: Is marketing academia losing its way? Journal of Marketing., 73 (4), 1–3.

Seggie, S. H., & Griffith, D. A. (2009). What does it take to get promoted in marketing academia? Understanding exceptional publication productivity in the leading marketing journals. Journal of Marketing, 73 (1), 122–132.

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339.

Summers, E. (1983). Bradford’s law and the retrieval of reading research journal literature. Reading Research Quarterly, 19 (1), 102–109. https://doi.org/10.2307/747340 .

Theoharakis, V., & Hirst, A. (2002). Perceptual differences of marketing journals: a worldwide perspective. Marketing Letters, 13 (4), 389–402.

Varadarajan, R. (2020). Relevance, rigor and impact of scholarly research in marketing, state of the discipline and outlook. AMS Rev, 10 , 199–205.

Vargo, S. L., & Koskela-Huotari, K. (2020). Advancing conceptual-only articles in marketing. AMS Review, 10, 1–5.

Waerden, B. L. (1975). Science Awakening, Noordhoff International.

Wilkie, W. L., & Moore, E. S. (2003). Scholarly research in marketing: Exploring the “4 eras” of thought development. Journal of Public Policy & Marketing, 22 (2), 116–146.

Yadav, M. S. (2010). The decline of conceptual articles and implications for knowledge development. Journal of Marketing, 74 (1), 1–19.

Yadav, M. S. (2020). Reimagining marketing doctoral programs. AMS Review, 10, 56–64.

Zeithaml, V., Parasuraman, A., & Berry, L. (1990). Delivering Quality Service: Balancing Customer Perceptions and Expectations . The Free Press.

Download references

Author information

Authors and affiliations.

Department of Marketing, College of Business, Southern Illinois University, Carbondale, IL, 62901, USA

Terry Clark

Department of Marketing, Strategy, and International Business, College of Business and Administration, University of Colorado, Colorado Springs, Colorado Springs, CO, 80918, USA

Thomas Martin Key

You can also search for this author in PubMed   Google Scholar

Corresponding author

Correspondence to Terry Clark .

Additional information

Publisher's note.

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Marketing core journals

1936

 

1961

  

1964

 

1967

1972

1979

1979

  

1981

 

1983

 

1984

1984

 

1984

 

1985

1988

1989

  

1992

1993

1996

1996

1998

 

2001

  

2003

2003

2006

2008

(discontinued)

2010

 

2011

   

2011

(handcounted)

 

2013

 

2014

2016

Appendix II

Marketing sectional journals.

1925

1960

1971

1972

1979

1981

1981

1983

1983

1983

1983

1983

1986

1987

1987

1988

1988

1989

1990

1990

1990

1991

1992

1992

1992

1992

1992

1992

1993

1993

1994

1994

1995

1995

1996

1996

1996

1997

1999

2000

2001

2001

2002

2003

2004

2004

2005

2006

2007

2007

2007

2008

2008

2009

2009

2009

2010

2010

2010

2011

2012

2012

2013

2013

2014

2017

2017

2018

2018

2018

2018

2018

2018

2018

2018

2018

Rights and permissions

Reprints and permissions

About this article

Clark, T., Key, T.M. The methodologies of the marketing literature: mechanics, uses and craft. AMS Rev 11 , 416–431 (2021). https://doi.org/10.1007/s13162-021-00210-2

Download citation

Received : 20 May 2021

Accepted : 10 October 2021

Published : 08 November 2021

Issue Date : December 2021

DOI : https://doi.org/10.1007/s13162-021-00210-2

Share this article

Anyone you share the following link with will be able to read this content:

Sorry, a shareable link is not currently available for this article.

Provided by the Springer Nature SharedIt content-sharing initiative

  • Marketing literature
  • Theory development
  • Research craft
  • Find a journal
  • Publish with us
  • Track your research

A Comprehensive Literature Review on Marketing Strategies Adopted by Various Industries in Local and Global Context during COVID-19 Era

11 Pages Posted: 29 Dec 2022

Sanuja Ananthan

Uva Wellassa University

Multiple version icon

Date Written: December 19, 2022

Marketing tactics play an important role in accomplishing an organization's goals and objectives. In order to reach and engage target markets in an ever-changing landscape, marketing strategies must be developed in the twenty-first century. As a result, the goal of this research paper is to identify marketing strategies used by various industries in both the local and global contexts during the COVID-19 era. Furthermore, this study gives more information for marketers to flourish in their fields.

Keywords: Marketing Strategies, COVID-19, various industries

Suggested Citation: Suggested Citation

Sanuja Ananthan (Contact Author)

Uva wellassa university ( email ), do you have a job opening that you would like to promote on ssrn, paper statistics.

Information

  • Author Services

Initiatives

You are accessing a machine-readable page. In order to be human-readable, please install an RSS reader.

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess .

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Original Submission Date Received: .

  • Active Journals
  • Find a Journal
  • Proceedings Series
  • For Authors
  • For Reviewers
  • For Editors
  • For Librarians
  • For Publishers
  • For Societies
  • For Conference Organizers
  • Open Access Policy
  • Institutional Open Access Program
  • Special Issues Guidelines
  • Editorial Process
  • Research and Publication Ethics
  • Article Processing Charges
  • Testimonials
  • Preprints.org
  • SciProfiles
  • Encyclopedia

systems-logo

Article Menu

literature review in marketing

  • Subscribe SciFeed
  • Recommended Articles
  • Google Scholar
  • on Google Scholar
  • Table of Contents

Find support for a specific problem in the support section of our website.

Please let us know what you think of our products and services.

Visit our dedicated information section to learn more about MDPI.

JSmol Viewer

Business resilience for small and medium enterprises and startups by digital transformation and the role of marketing capabilities—a systematic review.

literature review in marketing

1. Introduction

  • Identify and synthesize the key research trends and themes in the existing literature, highlighting the multifaceted impact of digital transformation on business operations, strategy, and performance.
  • Identify the key research gaps and future directions in the literature, providing insights that can inform both academic research and practical solutions for small businesses and startups in the digital transformation era.
  • Explore the critical role of organizational capabilities, such as ambidexterity, resilience, and agility, in enabling small businesses and startups to navigate the challenges and leverage the opportunities presented by digital transformation.
  • Examine the strategic deployment of digital technologies, including digital marketing, e-commerce, and emerging technologies, as enablers of enhanced business resilience for small businesses and startups.
  • Extract a roadmap of digitalization of SMEs and startups for being more resilient

2.1. Search Strategy and Inclusion/Exclusion Criteria

  • Published in peer-reviewed journals, conference proceedings, or book chapters to ensure the quality and credibility of the included research.
  • Focused on the topics of digital transformation, business resilience, and/or digital marketing in the context of small businesses and startups. This criterion ensured the relevance of the studies to the review’s objectives.
  • Published in the English language to facilitate the review and synthesis process.
  • Available in full-text format to enable a comprehensive analysis of the study content.
  • The exclusion criteria were as follows:
  • Studies from subject areas not directly relevant to the scope of the review, such as energy, environmental sciences, medicine, and arts. This step helped to maintain the focus on the core research domains.
  • Studies that did not provide empirical findings or in-depth discussions on the research topic, as they would not contribute significantly to the review’s objectives.
  • Duplicate or redundant publications to avoid biasing the synthesis of the literature.

2.2. Data Extraction and Synthesis

  • Bibliographic details (author, year of publication, journal/conference, etc.) to contextualize the research.
  • Research objectives and methodologies employed to understand the study design and approach.
  • Key findings and insights related to digital transformation, business resilience, and digital marketing to identify the core themes and trends.
  • Limitations and future research directions to inform the research gaps and potential avenues for further investigation.

3. Results of Bibliometric Analysis

4. academic research on digital transformation and business resilience, 4.1. research trends, 4.1.1. digital transformation and its impact on business operations, resilience, and performance, 4.1.2. leveraging digital technologies for supply chain management and circular economy, 4.1.3. adoption and implications of digital marketing and e-commerce for smes, 4.1.4. role of organizational capabilities (e.g., ambidexterity, resilience) in navigating disruptions, 4.1.5. digitalization and its influence on employee attitudes, psychology, and job-related factors, 4.1.6. importance of digital skills and knowledge management in supporting business operations, 4.1.7. emergence of new business models and revenue streams driven by digital transformation, 4.1.8. cyber risk management and the development of the cyber insurance market, 4.1.9. agility and adaptability as key strategic responses to market uncertainties, 4.1.10. interplay between digital technologies, innovation, and sustainability in business practices, 4.2. research gaps, 4.2.1. long-term implications of digital transformation on organizational structures and business models, 4.2.2. dynamic interactions between digital capabilities, organizational resilience, and financial performance, 4.2.3. role of digital leadership in driving successful digital transformation, 4.2.4. societal and environmental impact of digital technologies, 4.2.5. linkages between digital maturity, knowledge management, and innovation in smes, 4.2.6. comparative studies analyzing digital transformation experiences across industries and geographical contexts, 4.2.7. challenges and barriers in adopting emerging digital technologies, 4.2.8. role of digital ecosystems and stakeholder collaboration in enhancing supply chain resilience, 5. standards and regulations, 5.1. overview of digital transformation standards and guidelines.

  • ISO 9001:2015—Quality Management System: This standard specifies the requirements for a quality management system, helping SMEs to consistently provide products and services that meet customer and regulatory requirements [ 87 , 88 , 89 ].
  • ISO 50001—Energy Management: This standard provides a framework for SMEs to establish energy management systems, improve energy efficiency, and reduce energy-related costs [ 90 ].
  • ISO 14046—Water Footprint: This standard specifies the principles, requirements, and guidelines for quantifying the water footprint of products, processes, and organizations, supporting sustainability efforts [ 91 ].
  • ISO 20121—Event Sustainability Management: This standard offers guidance on implementing sustainable practices in event management, which can be applied by SMEs for various events and activities [ 92 ].

5.2. ISO 55000 Series and SME Digitalization for Building Resilience

5.3. maturity levels for sme digitalization and resilience.

  • Reactive Maturity (Firefighter Approach):

5.4. Regulatory Frameworks Governing Digital Technologies and Cybersecurity

  • Data Protection and Privacy Regulations: a. The General Data Protection Regulation (GDPR) in the European Union establishes a comprehensive framework for the protection of personal data and the rights of individuals [ 98 ]. b. Similar data protection regulations, such as the California Consumer Privacy Act (CCPA) in the United States, have also been implemented to ensure the privacy and security of consumer data [ 99 ].
  • Cybersecurity Regulations: a. The EU Directive on Security of Network and Information Systems (NIS Directive) requires Member States to establish national cybersecurity strategies and designate operators of essential services to implement appropriate security measures [ 100 ]. b. The Network and Information Security (NIS) Regulations in the UK, based on the NIS Directive, mandate the implementation of cybersecurity measures for operators of essential services and digital service providers [ 101 ].
  • Emerging Regulations for Specific Technologies: a. The EU’s proposed Artificial Intelligence Act aims to establish a comprehensive regulatory framework for the development, deployment, and use of AI systems, including requirements for risk assessment and human oversight [ 102 ]. b. The EU’s Digital Services Act and Digital Markets Act seek to address the challenges posed by large digital platforms, such as content moderation, transparency, and fair competition [ 103 ]. c. These regulatory frameworks have significant implications for small businesses and startups as they undergo digital transformation. Compliance with these regulations can help organizations mitigate cybersecurity risks, protect customer data, and build trust with stakeholders.

5.5. Compliance Requirements for Small Businesses and Startups

  • Data Protection and Privacy: a. Ensuring compliance with data protection regulations, such as GDPR or CCPA, by implementing appropriate data management practices, securing customer data, and obtaining necessary consent. b. Developing and implementing data protection policies and procedures, as well as designating a data protection officer or responsible individual.
  • Cybersecurity Measures: a. Implementing robust cybersecurity controls, such as access controls, encryption, and incident response plans, to protect against cyber threats. b. Complying with sector-specific cybersecurity regulations, such as the NIS Directive or NIS Regulations, if the business is deemed an operator of essential services or a digital service provider.
  • Emerging Technology Regulations: a. Adhering to regulations governing the development and use of emerging technologies, such as the proposed EU AI Act, which may require risk assessments, human oversight, and transparency measures. b. Staying informed about the evolving regulatory landscape and adapting business practices accordingly.
  • Conformity with Standards and Certifications: a. Aligning business operations with relevant international standards, such as ISO 9001, ISO 50001, or ISO 20121, to demonstrate compliance and gain market access [ 87 , 90 , 92 ]. b. Obtaining industry-specific certifications or seals of approval to build trust and credibility with customers and partners.
  • Providing guidance, training, and resources on regulatory compliance and standards adoption.
  • Facilitating access to affordable compliance solutions and cybersecurity services.
  • Establishing regulatory sandboxes or testing environments to help small businesses experiment with new technologies while ensuring compliance.
  • Advocating for regulatory frameworks that are proportionate and tailored to the needs of small businesses and startups.

5.6. EU Digitalization and Standards

  • Focusing standardization efforts on priority digital technology areas such as 5G communications, cloud computing, IoT, big data, and cybersecurity. This is intended to align standards development with the EU’s strategic interests in realizing the digital single market and accelerating progress in key digitalization domains.
  • Enhancing the efficiency and responsiveness of the EU standardization system itself. This involves better planning of standards, improved collaboration between standards bodies in Europe and internationally, and stronger linkages between research and standards development [ 93 ].

6. Practical Solutions for Business Resilience in the Digital Transformation Era

6.1. enhancing business resilience through marketing capabilities, 6.2. leveraging digital transformation for small businesses and startups, 6.3. strategies for developing organizational capabilities and dynamic skills, 6.4. collaborative approaches and digital ecosystems.

  • Access to complementary capabilities and resources: by collaborating with larger organizations, technology providers, research institutions, and other ecosystem partners, small businesses and startups can gain access to specialized expertise, infrastructure, and resources that can help them accelerate their digital transformation efforts.
  • Shared risk and reward: digital ecosystems often facilitate the co-creation and sharing of innovative solutions, allowing small businesses and startups to distribute the risks and investments associated with digital initiatives across multiple stakeholders.
  • Enhanced resilience and adaptability: the collaborative and interconnected nature of digital ecosystems can enhance the overall resilience of the network, as members can leverage each other’s strengths and work together to address disruptions or market changes.
  • Improved access to markets and customers: participation in digital ecosystems can provide small businesses and startups with increased visibility, credibility, and access to new customer segments, both domestically and globally.

6.5. Evaluating In-House Digitalization versus Outsourcing

7. roadmap for digitalization of smes and startups, 7.1. phase 1: assess and strategize, 7.2. phase 2: prioritize and pilot, 7.3. phase 3: build digital capabilities, 7.4. phase 4: implement and optimize, 7.5. phase 5: collaborate and ecosystems, 7.6. final thoughts, 8. research proposal initiative, 9. conclusions, 9.1. summary of key research trends and gaps.

  • The critical role of digital transformation in enhancing business operations, resilience, and overall performance.
  • The leveraging of emerging digital technologies, such as blockchain, IoT, and AI, to improve supply chain management and enable circular economy practices.
  • The significant potential of digital marketing and e-commerce strategies for SMEs to overcome traditional constraints and compete more effectively in the digital marketplace.
  • The importance of organizational capabilities, such as ambidexterity and resilience, in navigating disruptions and maintaining competitiveness.
  • The influence of digitalization on employee attitudes, skills, and job-related factors, underscoring the need for effective change management and talent development.
  • The strategic importance of digital skills and knowledge management in supporting business operations and enhancing organizational resilience.
  • The emergence of new business models and revenue streams driven by digital transformation.
  • The growing focus on cyber risk management and the development of the cyber insurance market.
  • The recognition of agility and adaptability as key strategic responses to market uncertainties.
  • The interplay between digital technologies, innovation, and sustainability in driving business resilience and long-term success.
  • Lack of understanding of the long-term implications of digital transformation on organizational structures and business models.
  • Limited research on the dynamic interactions between digital capabilities, organizational resilience, and financial performance.
  • Scarcity of studies exploring the role of digital leadership in driving successful digital transformation.
  • Insufficient research on the societal and environmental impact of digital technologies.
  • Underexplored linkages between digital maturity, knowledge management, and innovation in SMEs.
  • Dearth of comparative studies analyzing digital transformation experiences across different industries and geographical contexts.
  • Limited insights into the challenges and barriers faced by firms in adopting emerging digital technologies.
  • Lack of research on the role of digital ecosystems and stakeholder collaboration in enhancing supply chain resilience.

9.2. Contributions of the Literature Review

9.3. limitations and future research directions, 9.4. final remarks on the importance of enhancing business resilience in the digital age, author contributions, acknowledgments, conflicts of interest.

  • Westerlund, M. Digitalization, Internationalization and Scaling of Online SMEs. Technol. Innov. Manag. Rev. 2020 , 10 , 48–57. [ Google Scholar ] [ CrossRef ]
  • Prabowo, H.; Furinto, A.; Hamsal, M. The Influence of Digital Technology, Customer Experience, and Customer Engagement on E-Commerce Customer Loyalty. J. Theor. Appl. Inf. Technol. 2021 , 99 , 1149–1161. [ Google Scholar ]
  • Cvijić Čović, M.; Borocki, J.; Djaković, V.; Vekić, A.; Okanović, A. Entrepreneurial Strategic Orientation: Prerequisite for SMEs Success in IoT and Digital Transformation Sphere? Systems 2023 , 11 , 272. [ Google Scholar ] [ CrossRef ]
  • Manser Payne, E.H.; Dahl, A.J.; Peltier, J. Digital Servitization Value Co-Creation Framework for AI Services: A Research Agenda for Digital Transformation in Financial Service Ecosystems. J. Res. Interact. Mark. 2021 , 15 , 200–222. [ Google Scholar ] [ CrossRef ]
  • Ramadan, M.; Bou Zakhem, N.; Baydoun, H.; Daouk, A.; Youssef, S.; El Fawal, A.; Elia, J.; Ashaal, A. Toward Digital Transformation and Business Model Innovation: The Nexus between Leadership, Organizational Agility, and Knowledge Transfer. Adm. Sci. 2023 , 13 , 185. [ Google Scholar ] [ CrossRef ]
  • Kaya, H.D.; Dikmen, I. Using System Dynamics to Support Strategic Digitalization Decisions. J. Constr. Eng. Manag. 2024 , 150 , 04024009. [ Google Scholar ] [ CrossRef ]
  • Mishra, A.; Shukla, A. Gyan Fresh: Digital Transformation of Dairy Business with Resilience and Technology Innovation. FIIB Bus. Rev. 2023 , 12 , 20–30. [ Google Scholar ] [ CrossRef ]
  • Munteanu, I.; Aivaz, K.-A.; Micu, A.; Căpățână, A.; Jakubowicz, F.V. Digital transformations imprint financial challenges: Accounting assessment of crypto assets and building resilience in emerging innovative businesses. Econ. Comput. Econ. Cybern. Stud. Res. 2023 , 57 , 203–220. [ Google Scholar ] [ CrossRef ]
  • Al Omoush, K.; Lassala, C.; Ribeiro-Navarrete, S. The Role of Digital Business Transformation in Frugal Innovation and SMEs’ Resilience in Emerging Markets. Int. J. Emerg. Mark. 2023 . [ Google Scholar ] [ CrossRef ]
  • Elo, M.; Ermolaeva, L.; Ivanova-Gongne, M.; Klishevich, D. Resilience and Business Model Adaptation in Turbulent Times: Experiences of Russophone Migrant Entrepreneurs in Germany during COVID-Pandemic. Small Enterp. Res. 2022 , 29 , 250–272. [ Google Scholar ] [ CrossRef ]
  • Garcia, J.; Rezvani, S.; Silva, M.J.F.; Almeida, N.; Pinto, C.; Gomes, R.; Ferreira, M.A.; Ribeiro, F.; Salvado, F.; Oliveira, C.S. Resilience Assessment of Public Treasury Elementary School Buildings in Lisbon Municipality ; Lecture Notes in Mechanical Engineering; Springer: Cham, Switzerland, 2023; pp. 636–644. [ Google Scholar ]
  • Khatib, O.; Alshawabkeh, K. Digital Transformation and Its Impact on Strategic Supremacy Mediating Role of Digital HRM: An Evidence from Palestine. WSEAS Trans. Bus. Econ. 2022 , 19 , 197–221. [ Google Scholar ] [ CrossRef ]
  • Lee, H.; Kim, J.; Kim, J. Determinants of Success for Application Service Provider: An Empirical Test in Small Businesses. Int. J. Hum. Comput. Stud. 2007 , 65 , 796–815. [ Google Scholar ] [ CrossRef ]
  • Alamsyah, A.; Laksmiani, N.; Rahimi, L.A. A Core of E-Commerce Customer Experience Based on Conversational Data Using Network Text Methodology. Int. J. Bus. 2018 , 23 , 284–292. [ Google Scholar ]
  • Ranjan, P. IT-Related Resources, Digital Marketing Capabilities and Business Performance: Moderating Effects of Digital Orientation and Technological Turbulence. Ind. Manag. Data Syst. 2023 , 123 , 2836–2856. [ Google Scholar ] [ CrossRef ]
  • Corvello, V.; Verteramo, S.; Nocella, I.; Ammirato, S. Thrive during a Crisis: The Role of Digital Technologies in Fostering Antifragility in Small and Medium-Sized Enterprises. J. Ambient. Intell. Humaniz. Comput. 2023 , 14 , 14681–14693. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Toufaily, E.; Zalan, T. Ecosystem Well-Being and Resilience: Lessons from Crisis Management in Service Organizations. J. Bus.-Bus. Mark. 2023 , 30 , 349–370. [ Google Scholar ] [ CrossRef ]
  • Rezvani, S.M.H.S.; Falcão Silva, M.J.; de Almeida, N.M. The Risk-Informed Asset-Centric (RIACT) Urban Resilience Enhancement Process: An Outline and Pilot-Case Demonstrator for Earthquake Risk Mitigation in Portuguese Municipalities. Appl. Sci. 2024 , 14 , 634. [ Google Scholar ] [ CrossRef ]
  • Rezvani, S.M.; Falcão Silva, M.J.; de Almeida, N.M. Urban Resilience Index for Critical Infrastructure: A Scenario-Based Approach to Disaster Risk Reduction in Road Networks. Sustainability 2024 , 16 , 4143. [ Google Scholar ] [ CrossRef ]
  • van Eck, N.J.; Waltman, L. Software Survey: VOSviewer, a Computer Program for Bibliometric Mapping. Scientometrics 2010 , 84 , 523–538. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Szalavetz, A. Digital Transformation—Enabling Factory Economy Actors’ Entrepreneurial Integration in Global Value Chains? Postcommunist Econ. 2020 , 32 , 771–792. [ Google Scholar ] [ CrossRef ]
  • Demeter, K.; Losonci, D.; Szalavetz, A.; Baksa, M. Strategic Drivers behind the Digital Transformation of Subsidiaries: A Longitudinal Approach. Postcommunist Econ. 2023 , 35 , 744–769. [ Google Scholar ] [ CrossRef ]
  • Szalavetz, A. Digital transformation and local manufacturing subsidiaries in central and eastern Europe: Changing prospects for upgrading? In The Challenge of Digital Transformation in the Automotive Industry: Jobs, Upgrading, and the Prospects for Development ; Drahokoupil, J., Ed.; European Trade Union Institute: Brussels, Belgium, 2020; pp. 47–64. [ Google Scholar ]
  • Zapata-Cantu, L.; Sanguino, R.; Barroso, A.; Nicola-Gavrilă, L. Family Business Adapting a New Digital-Based Economy: Opportunities and Challenges for Future Research. J. Knowl. Econ. 2023 , 14 , 408–425. [ Google Scholar ] [ CrossRef ]
  • Teece, D.J.; Linden, G. Business Models, Value Capture, and the Digital Enterprise. J. Organ. Des. 2017 , 6 , 8. [ Google Scholar ] [ CrossRef ]
  • Eggers, J.P.; Francis Park, K. Incumbent Adaptation to Technological Change: The Past, Present, and Future of Research on Heterogeneous Incumbent Response. Acad. Manag. Ann. 2018 , 12 , 257–389. [ Google Scholar ] [ CrossRef ]
  • Sedky, A. Digital Supply Chain: A Proposed Solution to the Global Supply Chain Disruption Impact on Business Sustainability. In Digital Supply Chain, Disruptive Environments, and the Impact on Retailers ; Scopus: Amsterdam, The Netherlands, 2023; ISBN 9781668473009. [ Google Scholar ]
  • Ghabak, V.; Chaugule, R. Digital Twin Framework in Supply Chain Governance. In Proceedings of the Proceedings—International Conference on Computing, Power, and Communication Technologies, IC2PCT, Greater Noida, India, 9–10 February 2024; pp. 82–89. [ Google Scholar ]
  • Lang, L.D.; Behl, A.; Phuong, N.N.D.; Gaur, J.; Dzung, N.T. Toward SME Digital Transformation in the Supply Chain Context: The Role of Structural Social and Human Capital. Int. J. Phys. Distrib. Logist. Manag. 2023 , 53 , 448–466. [ Google Scholar ] [ CrossRef ]
  • van der Burg, M.; Van den Bulck, H. Why Are Traditional Newspaper Publishers Still Surviving in the Digital Era? The Impact of Long-Term Trends on the Flemish Newspaper Industry’s Financing, 1990–2014. J. Media Bus. Stud. 2017 , 14 , 82–115. [ Google Scholar ] [ CrossRef ]
  • Yadav, M.S.; de Valck, K.; Hennig-Thurau, T.; Hoffman, D.L.; Spann, M. Social Commerce: A Contingency Framework for Assessing Marketing Potential. J. Interact. Mark. 2013 , 27 , 311–323. [ Google Scholar ] [ CrossRef ]
  • Haque, M.; Wong, A. Antecedents of M-Commerce Satisfaction and Purchase Behaviour in the Footwear Industry. Int. J. Electron. Mark. Retail. 2022 , 13 , 259–279. [ Google Scholar ] [ CrossRef ]
  • Sakas, D.P.; Reklitis, D.P.; Terzi, M.C.; Vassilakis, C. Multichannel Digital Marketing Optimizations through Big Data Analytics in the Tourism and Hospitality Industry. J. Theor. Appl. Electron. Commer. Res. 2022 , 17 , 1383–1408. [ Google Scholar ] [ CrossRef ]
  • Zawaideh, F.H.; Abu-Ulbeh, W.; Mjlae, S.A.; El-Ebiary, Y.A.B.; Al Moaiad, Y.; Das, S. Blockchain Solution for SMEs Cybersecurity Threats in E-Commerce. In Proceedings of the 2023 International Conference on Computer Science and Emerging Technologies, CSET, Bangalore, India, 10–12 October 2023. [ Google Scholar ]
  • Ghoshal, N.D. Digital Marketing: The Opportunity and the Imperative. Int. J. Public Sect. Perform. Manag. 2020 , 6 , 246–259. [ Google Scholar ] [ CrossRef ]
  • Dinis, A.; Lemos, K.; Serra, S. Tax Incentives for SMEs’ Digital Transformation. In Proceedings of the Iberian Conference on Information Systems and Technologies, CISTI, Aveiro, Portugal, 20–23 June 2023. [ Google Scholar ]
  • Aghazadeh, H.; Zandi, F.; Amoozad Mahdiraji, H.; Sadraei, R. Digital Transformation and SME Internationalisation: Unravelling the Moderated-Mediation Role of Digital Capabilities, Digital Resilience and Digital Maturity. J. Enterp. Inf. Manag. 2023 . [ Google Scholar ] [ CrossRef ]
  • Trieu, H.D.X.; Nguyen, P.V.; Tran, K.T.; Vrontis, D.; Ahmed, Z. Organisational Resilience, Ambidexterity and Performance: The Roles of Information Technology Competencies, Digital Transformation Policies and Paradoxical Leadership. Int. J. Organ. Anal. 2023 . [ Google Scholar ] [ CrossRef ]
  • Warner, K.S.R.; Wäger, M. Building Dynamic Capabilities for Digital Transformation: An Ongoing Process of Strategic Renewal. Long Range Plan. 2019 , 52 , 326–349. [ Google Scholar ] [ CrossRef ]
  • Fan, H.; Han, B.; Gao, W.; Li, W. How AI Chatbots Have Reshaped the Frontline Interface in China: Examining the Role of Sales–Service Ambidexterity and the Personalization–Privacy Paradox. Int. J. Emerg. Mark. 2022 , 17 , 967–986. [ Google Scholar ] [ CrossRef ]
  • Federico, F. A Journey of Digital Marketing Transformation: From Distributed Solo Players to Embedded Digital Excellence. J. Digit. Soc. Media Mark. 2020 , 8 , 46–57. [ Google Scholar ]
  • Korhonen, J.J.; Halen, M. Enterprise Architecture for Digital Transformation. In Proceedings of the Proceedings—2017 IEEE 19th Conference on Business Informatics, CBI, Thessaloniki, Greece, 24–27 July 2017; Volume 1, pp. 349–358. [ Google Scholar ]
  • Chan, S.; Jalaluddin, J.; Asni, K. Digital Technology as a Resilience-Enhancing Tool for SMEs in Earthquake-Prone Developing Countries. E3S Web Conf. 2023 , 447 , 03002. [ Google Scholar ] [ CrossRef ]
  • Nadeem, K.; Wong, S.I.; Za, S.; Venditti, M. Digital Transformation and Industry 4.0 Employees: Empirical Evidence from Top Digital Nations. Technol. Soc. 2024 , 76 , 102434. [ Google Scholar ] [ CrossRef ]
  • Nica, E. Cyber-Physical Production Networks and Advanced Digitalization in Industry 4.0 Manufacturing Systems: Sustainable Supply Chain Management, Organizational Resilience, and Data-Driven Innovation. J. Self-Gov. Manag. Econ. 2019 , 7 , 27–33. [ Google Scholar ] [ CrossRef ]
  • Behie, S.W.; Pasman, H.J.; Khan, F.I.; Shell, K.; Alarfaj, A.; El-Kady, A.H.; Hernandez, M. Leadership 4.0: The Changing Landscape of Industry Management in the Smart Digital Era. Process Saf. Environ. Prot. 2023 , 172 , 317–328. [ Google Scholar ] [ CrossRef ]
  • Damtew, A.W.; Goshu, Y.Y. The Impacts of AWS from Digital Visions to Action for Supply Chain Resilience, Performances, and Inclusiveness. Int. J. Adv. Manuf. Technol. 2024 , 130 , 4821–4834. [ Google Scholar ] [ CrossRef ]
  • Jeronimo, C.; Pereira, L.; Sousa, H. Management Consulting Business Models: Operations through and for Digital Transformation. In Proceedings of the Proceedings—2019 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC, Valbonne Sophia-Antipolis, France, 17–19 June 2019. [ Google Scholar ]
  • Bastone, A.; Leone, D.; Schiavone, F. Industrial Convergence and Digital Skills in Service Industries: An Explorative Analysis. IEEE Trans. Eng. Manag. 2024 , 71 , 3354–3362. [ Google Scholar ] [ CrossRef ]
  • Maingi, S.W.; Wachira, H.M. Digital Skills and Tourism Workforce Recovery in the Post-COVID-19 Pandemic Era: Case of Small and Medium-Sized Tourism Enterprises (Smtes) in Nairobi, Kenya. In Tourism through Troubled Times (Tourism Security-Safety and Post Conflict Destinations) ; Emerald Publishing Limited: Leeds, UK, 2022; ISBN 9781803823119. [ Google Scholar ]
  • Annarelli, A.; Palombi, G. Digitalization Capabilities for Sustainable Cyber Resilience: A Conceptual Framework. Sustainability 2021 , 13 , 13065. [ Google Scholar ] [ CrossRef ]
  • Costa, N.O.; Oliveira, S.; Rodrigues, E. Business Analytics Capabilities in Digitally-Enabled and Non-Digitally-Enabled Companies in an Emerging Economy. Procedia Comput. Sci. 2024 , 232 , 1538–1547. [ Google Scholar ] [ CrossRef ]
  • Martin, M.; Bustamante, M.J. Growing-Service Systems: New Business Models for Modular Urban-Vertical Farming. Front. Sustain. Food Syst. 2021 , 5 , 787281. [ Google Scholar ] [ CrossRef ]
  • Farrukh, F.; Pellerin, B. Business Ecosystem of Local Flexibility Platforms with Corresponding Business Models in a Digital Energy System. In Proceedings of the ENERGYCON 2022—2022 IEEE 7th International Energy Conference, Riga, Latvia, 9–12 May 2022. [ Google Scholar ]
  • Chen, A.; Li, L.; Shahid, W. Digital Transformation as the Driving Force for Sustainable Business Performance: A Moderated Mediation Model of Market-Driven Business Model Innovation and Digital Leadership Capabilities. Heliyon 2024 , 10 , e29509. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Jocevski, M. Blurring the Lines between Physical and Digital Spaces: Business Model Innovation in Retailing. Calif. Manag. Rev. 2020 , 63 , 99–117. [ Google Scholar ] [ CrossRef ]
  • De Clercq, S.; Schwabeneder, D.; Corinaldesi, C.; Fleischhacker, A. Emerging Aggregator Business Models in European Electricity Markets. In Behind and Beyond the Meter ; Academic Press: Cambridge, MA, USA, 2020; ISBN 9780128199510. [ Google Scholar ]
  • Zawaideh, F.H.; Abu-Ulbeh, W.; Majdalawi, Y.I.; Zakaria, M.D.; Jusoh, J.A.; Das, S. E-Commerce Supply Chains with Considerations of Cyber-Security. In Proceedings of the 2023 International Conference on Computer Science and Emerging Technologies, CSET, Bangalore, India, 10–12 October 2023. [ Google Scholar ]
  • Markopoulou, D. Cyber-Insurance in EU Policy-Making: Regulatory Options, the Market’s Challenges and the US Example. Comput. Law Secur. Rev. 2021 , 43 , 105627. [ Google Scholar ] [ CrossRef ]
  • Hyers, D. Sensor Networks and Intelligent Automation Systems for Big Data-Driven Smart Manufacturing in Cyber-Physical Connected Environments. J. Self-Gov. Manag. Econ. 2019 , 7 , 14–20. [ Google Scholar ] [ CrossRef ]
  • Amin, S.M. Electricity Infrastructure Security: Toward Reliable, Resilient and Secure Cyber-Physical Power and Energy Systems. In Proceedings of the IEEE PES General Meeting, PES, Minneapolis, MN, USA, 25–29 July 2010. [ Google Scholar ]
  • Vedral, B. The Vulnerability of the Financial System to a Systemic Cyberattack. In Proceedings of the International Conference on Cyber Conflict, CYCON, Tallinn, Estonia, 25–28 May 2021; pp. 95–110. [ Google Scholar ]
  • Setia, P.; Deng, K.; Pandey, S.; Sambamurthy, V. Digital Strategies for Engendering Resilient, Adaptive, and Entrepreneurial Agility: A Configurational Perspective. Inf. Syst. Front. 2024 . [ Google Scholar ] [ CrossRef ]
  • Rakic, S.; Medic, N.; Leoste, J.; Vuckovic, T.; Marjanovic, U. Development and Future Trends of Digital Product-Service Systems: A Bibliometric Analysis Approach. Appl. Syst. Innov. 2023 , 6 , 89. [ Google Scholar ] [ CrossRef ]
  • Audretsch, D.B.; Belitski, M.; Caiazza, R.; Drapeau, M.D.; Menter, M.; Wales, W.J. Resilience and Digitally-Advanced Entrepreneurship. Entrep. Reg. Dev. 2024 , 36 , 1–9. [ Google Scholar ] [ CrossRef ]
  • Rezvani, S.M.; Silva, M.J.F.; de Almeida, N.M. NETOBRA: Boosting Urban Resilience through a Digital Platform for the Construction Ecosystem. Procedia Struct. Integr. 2024 , 55 , 72–79. [ Google Scholar ] [ CrossRef ]
  • Rezvani, S.M.H.S.; Almeida, N.; Silva, M.J.F.; Maletič, D. Resilience Exposure Assessment Using Multi-Layer Mapping of Portuguese 308 Cities and Communities. In 16th WCEAM Proceedings ; Springer: Cham, Switzerland, 2023; ISBN 9783031254475. [ Google Scholar ]
  • Urdea, A.-M.; Constantin, C.P.; Purcaru, I.-M. Implementing Experiential Marketing in the Digital Age for a More Sustainable Customer Relationship. Sustainability 2021 , 13 , 1865. [ Google Scholar ] [ CrossRef ]
  • Yashkin, V.V.; Kesel, S.A.; Makovey, S.O.; Domnikov, A.S. SGRC System as a Basis for Building Business Processes and Measuring the Digital Sustainability of a Business. In Proceedings of the Computational Methods in Systems and Software; Springer International Publishing: Cham, Switzerland, 2023; Volume 597, ISBN 9783031214370. [ Google Scholar ]
  • Yilmaz, M.K.; Kose, A. Sustainability in Full Service Carriers Versus Low Cost Carriers: A Comparison of Turkish Airlines and Pegasus Airlines. In Financial Ecosystem and Strategy in the Digital Era: Global Approaches and New Opportunities ; Springer International Publishing: Cham, Switzerland, 2021. [ Google Scholar ] [ CrossRef ]
  • Silva, D.G.; Cachinho, H. Places of Phygital Shopping Experiences? The New Supply Frontier of Business Improvement Districts in the Digital Age. Sustainability 2021 , 13 , 13150. [ Google Scholar ] [ CrossRef ]
  • Umukoro, I.O. Enhancing Africa’s Agri-Value Chains through Digital Platforms. In Africa’s Platforms and the Evolving Sharing Economy ; IGI Global: Hershey, PA, USA, 2022; ISBN 9781668453537. [ Google Scholar ]
  • Rezvani, S.M.H.S.; Almeida, N.; Silva, M.J.F. Multi-Disciplinary and Dynamic Urban Resilience Assessment through Stochastic Analysis of a Virtual City. In World Congress on Engineering Asset Management ; Springer International Publishing: Cham, Switzerland, 2023; ISBN 9783031254475. [ Google Scholar ]
  • Rezvani, S.M.H.S.; Falcão, M.J.; Komljenovic, D.; de Almeida, N.M. A Systematic Literature Review on Urban Resilience Enabled with Asset and Disaster Risk Management Approaches and GIS-Based Decision Support Tools. Appl. Sci. 2023 , 13 , 2223. [ Google Scholar ] [ CrossRef ]
  • Merritt, H. Entering the Age of Technological Disruption: Digital Convergence in the U.S. Broadcast, Printing, Publishing, Paper and Postal Industries. In Proceedings of the PICMET 2022—Portland International Conference on Management of Engineering and Technology: Technology Management and Leadership in Digital Transformation—Looking Ahead to Post-COVID Era, Portland, OR, USA, 7–11 August 2022. [ Google Scholar ]
  • Fryer, E. Digital Infrastruture: And the Impacts of Climate Change. J. Inst. Telecommun. Prof. 2017 , 11 , 8–13. [ Google Scholar ]
  • Yamin, A.B. Impact of Digital Marketing as a Tool of Marketing Communication: A Behavioral Perspective on Consumers of Bangladesh. Am. J. Trade Policy 2017 , 4 , 117–122. [ Google Scholar ] [ CrossRef ]
  • Chatterjee, S.; Ghosh, S.K.; Chaudhuri, R. Knowledge Management in Improving Business Process: An Interpretative Framework for Successful Implementation of AI–CRM–KM System in Organizations. Bus. Process Manag. J. 2020 , 26 , 1261–1281. [ Google Scholar ] [ CrossRef ]
  • Lestari, D.; Ma, S.; Jun, A. Enhancing Bank Stability from Diversification and Digitalization Perspective in ASEAN. Stud. Econ. Financ. 2023 , 40 , 606–624. [ Google Scholar ] [ CrossRef ]
  • Balogun, A.-L.L.A.-L.; Marks, D.; Sharma, R.; Shekhar, H.; Balmes, C.; Maheng, D.; Arshad, A.; Salehi, P. Assessing the Potentials of Digitalization as a Tool for Climate Change Adaptation and Sustainable Development in Urban Centres. Sustain. Cities Soc. 2020 , 53 , 101888. [ Google Scholar ] [ CrossRef ]
  • Dykha, M.; Ustik, T.; Krasovska, O.; Pilevych, D.; Shatska, Z.; Iankovets, T. Marketing Tools for the Development and Enhance the Efficiency of E-Commerce in the Context of Digitalization. Stud. Appl. Econ. 2021 , 39 , 1–10. [ Google Scholar ] [ CrossRef ]
  • Farace, B.; Tarabella, A. Exploring the Role of Digitalization as a Driver for the Adoption of Circular Economy Principles in Agrifood SMEs—An Interpretive Case Study. Br. Food J. 2024 , 126 , 409–427. [ Google Scholar ] [ CrossRef ]
  • Dana, L.-P.; Salamzadeh, A.; Mortazavi, S.; Hadizadeh, M.; Zolfaghari, M. Strategic Futures Studies and Entrepreneurial Resiliency: A Focus on Digital Technology Trends and Emerging Markets|Estudios Estratégicos Futuros y Resiliencia Empresarial: Análisis de Tendencias En Tecnología Digital y Mercados Emergentes. Tec Empres. 2022 , 16 , 87–100. [ Google Scholar ] [ CrossRef ]
  • Hotho, S. ‘Some Companies Are Fine One Day and Gone the next’: Sustaining Business in the Digital Games Industry. In Changing the Rules of the Game: Economic, Management and Emerging Issues in the Computer Games Industry ; Palgrave Macmillan UK: London, UK, 2013; ISBN 9781137318411. [ Google Scholar ]
  • Ochinanwata, C.; Igwe, P.A.; Radicic, D. The Institutional Impact on the Digital Platform Ecosystem and Innovation. Int. J. Entrep. Behav. Res. 2024 , 30 , 687–708. [ Google Scholar ] [ CrossRef ]
  • Schöppenthau, F.; Patzer, F.; Schnebel, B.; Watson, K.; Baryschnikov, N.; Obst, B.; Chauhan, Y.; Kaever, D.; Usländer, T.; Kulkarni, P. Building a Digital Manufacturing as a Service Ecosystem for Catena-X. Sensors 2023 , 23 , 7396. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • ISO 9001: 2015 ; Quality Management Systems—Requirements. International Organization for Standardization: Geneva, Switzerland, 2015.
  • Rojo-Gallego-Burin, A.; Llorens-Montes, F.J.; Perez-Arostegui, M.N.; Stevenson, M. Ambidextrous Supply Chain Strategy and Supply Chain Flexibility: The Contingent Effect of ISO 9001. Ind. Manag. Data Syst. 2020 , 120 , 1691–1714. [ Google Scholar ] [ CrossRef ]
  • Muhammad, G. Building School Organizational Work Culture through the Implementation of Quality Management System ISO 9001: 2008. Int. J. GEOMATE 2017 , 12 , 132–139. [ Google Scholar ]
  • ISO 50001:2018 ; Energy Management. ISO: Geneva, Switzerland, 2018. Available online: https://www.iso.org/iso-50001-energy-management.html (accessed on 12 May 2024).
  • ISO 14046:2014 ; Environmental Management—Water Footprint—Principles, Requirements and Guidelines. ISO: Geneva, Switzerland, 2014. Available online: https://www.iso.org/standard/43263.html (accessed on 12 May 2024).
  • ISO 20121:2024 ; Event Sustainability Management Systems—Requirements with Guidance for Use. ISO: Geneva, Switzerland, 2024. Available online: https://www.iso.org/standard/86389.html (accessed on 12 May 2024).
  • Ioannis, Z. Standards and the Digitalisation of EU Industry ; European Parliamentary Research Service: Brussels, Belgium, 2019. [ Google Scholar ]
  • ISO 55000 ISO/CD: 2012 ; Asset Management—Oveview Principles and Terminology. International Organization for Standardization: Geneva, Switzerland, 2014.
  • IAM. IAM—SSG 32 Contingency Planning & Resilience PDF ; IAM: London, UK, 2019. [ Google Scholar ]
  • IAM. IAM UK Chapter Webinar—Value-Based Decision Making. Available online: https://theiam.org/knowledge-library/iam-uk-chapter-webinar-value-based-decision-making/ (accessed on 8 January 2023).
  • IAM. The Big Picture. Available online: https://theiam.org/knowledge-library/the-big-picture/ (accessed on 8 January 2023).
  • Nils Lolfing Generative AI and GDPR Part 1: Privacy Considerations for Implementing GenAI Use Cases into Organizations—Bird & Bird. Available online: https://www.twobirds.com/en/insights/2023/global/generative-ai-and-gdpr-part-1-privacy-considerations (accessed on 2 December 2023).
  • California Consumer Privacy Act (CCPA)|State of California–Department of Justice–Office of the Attorney General. Available online: https://www.oag.ca.gov/privacy/ccpa (accessed on 13 May 2024).
  • Mar Negreiro. The NIS2 Directive: A High Common Level of Cybersecurity in the EU ; EPRS|European Parliamentary Research Service: Brussels, Belgium, 2023. [ Google Scholar ]
  • The NIS Regulations UK. Available online: https://www.gov.uk/government/collections/nis-directive-and-nis-regulations-2018 (accessed on 13 May 2024).
  • Tambiama Madiega Artificial Intelligence Act ; EPRS|European Parliamentary Research Service: Brussels, Belgium, 2024.
  • Tambiama Madiega Digital Markets Act ; EPRS|European Parliamentary Research Service: Brussels, Belgium, 2022.
  • Vaijhala, S.; Rhodes, J. Resilience Bonds: A Business-Model for Resilient Infrastructure. Field Actions Sci. Rep. 2018 , 2018 , 58–63. [ Google Scholar ]
  • Suder, G.; Meng, B.; Yuning, G. Critical Perspectives on GVC Theory: Uncovering GVC Resilience through Non-Lead Power. Crit. Perspect. Int. Bus. 2024 . [ Google Scholar ] [ CrossRef ]
  • Colehower, J. Using Technology to Improve Supply-Chain Resilience. Available online: https://hbr.org/2023/09/using-technology-to-improve-supply-chain-resilience (accessed on 5 December 2023).
  • Garrido-Moreno, A.; Martín-Rojas, R.; García-Morales, V.J. The Key Role of Innovation and Organizational Resilience in Improving Business Performance: A Mixed-Methods Approach. Int. J. Inf. Manag. 2024 , 77 , 102777. [ Google Scholar ] [ CrossRef ]
  • Rosunee, S.; Unmar, R. The Manufacturing Sector in Mauritius: Building Supply Chain Resilience and Business Value with Artificial Intelligence. In Artificial Intelligence, Engineering Systems and Sustainable Development ; Emerald Publishing Limited: Bingley, UK, 2024; ISBN 9781837535408. [ Google Scholar ]
  • Ndiege, J.R.A.; Mwaura, L.M.; Christopher, F. Technology for Resilience amid COVID-19 Pandemic: Narratives from Small Business Owners in Kenya. Electron. J. Inf. Syst. Dev. Ctries. 2023 , 89 , e12272. [ Google Scholar ] [ CrossRef ]
  • Ruffo, G. Peer-to-Peer Market Places: Technical Issues and Revenue Models. In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) ; Springer: Berlin/Heidelberg, Germany, 2007; Volume 4543, p. 236. [ Google Scholar ]
  • Mokhtar, A.Z.; Alhomeidy, A.A.A.; Rahman, N.A.A. Gap Analysis on the Competencies of Airline Revenue Management: A Preliminary Study. Int. J. Adv. Sci. Technol. 2020 , 29 , 1848–1860. [ Google Scholar ]
  • Budiana, K.; Sucherly, S.; Krisna, N.L.; Sari, D. A Proposed Framework for the Roles of Digital Marketing Distribution and Co-Creation in Increasing Non-Tax State Revenue in Indonesia. J. Distrib. Sci. 2022 , 20 , 99–108. [ Google Scholar ] [ CrossRef ]
  • Purcărea, T. Developing marketing capabilities by mapping customer journey and employer journey, considering the blurring of boundaries between marketing, technology and management. Holist. Mark. Manag. J. 2018 , 8 , 22–44. [ Google Scholar ]
  • Dwivedi, Y.K.; Wang, Y. Guest Editorial: Artificial Intelligence for B2B Marketing: Challenges and Opportunities. Ind. Mark. Manag. 2022 , 105 , 109–113. [ Google Scholar ] [ CrossRef ]
  • McColl-Kennedy, J.R.; Zaki, M.; Lemon, K.N.; Urmetzer, F.; Neely, A. Gaining Customer Experience Insights that Matter. J. Serv. Res. 2019 , 22 , 8–26. [ Google Scholar ] [ CrossRef ]
  • Peng, X.; Ji, S.; Thompson, R.G.; Zhang, L. Resilience Planning for Physical Internet Enabled Hyperconnected Production-Inventory-Distribution Systems. Comput. Ind. Eng. 2021 , 158 , 107413. [ Google Scholar ] [ CrossRef ]
  • de Paula Pereira, G.; de Medeiros, J.F.; Koling, C.; Ribeiro, J.L.D.; Morea, D.; Iazzolino, G. Using Dynamic Capabilities to Cope with Digital Transformation and Boost Innovation in Traditional Banks. Bus. Horiz. 2024 , 1 , 1–14. [ Google Scholar ] [ CrossRef ]
  • Voorneveld, M. Digital Business Transformation beyond Disruption, COVID-19 Lessons Implemented. In Proceedings of the Proceedings of the 29th International Conference on Engineering, Technology, and Innovation: Shaping the Future, ICE, Edinburgh, UK, 19–22 June 2023. [ Google Scholar ]
  • Nichifor, E.; Lixăndroiu, R.C.; Maican, C.I.; Sumedrea, S.; Chițu, I.B.; Tecău, A.S.; Brătucu, G. Unlocking the Entrepreneurial State of Mind for Digital Decade: SMEs and Digital Marketing. Electronics 2022 , 11 , 2358. [ Google Scholar ] [ CrossRef ]
  • Hernández Sánchez, N.; Oskam, J. A “New Tourism Cycle” on the Canary Islands: Scenarios for Digital Transformation and Resilience of Small and Medium Tourism Enterprises. J. Tour. Futures 2022 , 1 , 1–17. [ Google Scholar ] [ CrossRef ]
  • Callan, G. Digital Business Strategy: How to Design, Build, and Future-Proof a Business in the Digital Age ; De Gruyter: Berlin, Germany, 2023; ISBN 9783111034713. [ Google Scholar ]
  • Özsungur, F. Conflict Management in Digital Business: New Strategy and Approach ; Emerald Publishing Limited: Leeds, UK, 2022; ISBN 9781802627732. [ Google Scholar ]
  • Sakas, D.P.; Giannakopoulos, N.T.; Kanellos, N.; Migkos, S.P. Innovative Cryptocurrency Trade Websites- Marketing Strategy Refinement, via Digital Behavior. IEEE Access 2022 , 10 , 63163–63176. [ Google Scholar ] [ CrossRef ]
  • Cobelli, N.; Chiarini, A. Improving Customer Satisfaction and Loyalty through MHealth Service Digitalization: New Challenges for Italian Pharmacists. TQM J. 2020 , 32 , 1541–1560. [ Google Scholar ] [ CrossRef ]
  • Sadikin, A.; Salim, U.; Soerachman; Moeljadi. Ethno-Methodology Study: Entrepreneurial Resilience of Urang Banjar in South Kalimantan as the Efforts to Improve Local Economic Sustainability in Digitalization Industry 4.0 Era. Int. J. Sci. Technol. Res. 2020 , 9 , 1827–1831. [ Google Scholar ]
  • Wimmer, J.; Braml, T.; Martinez, R. Digitale Zwillinge Für Brücken Mittlerer Stützweite—Pilotprojekt Brücke Schwindegg—Teil 1: Sensorik. Beton-Und Stahlbetonbau 2023 , 118 , 889–896. [ Google Scholar ] [ CrossRef ]
  • Feldner, D. Sovereign Decisions as a Means for Strengthening Our Resilience in a Digitalized World. In Sustainability in a Digital World: New Opportunities through New Technologies ; Springer: Cham, Switzerland, 2017. [ Google Scholar ]
  • Verdejo Espinosa, A.; Lendinez, A.M.; Melguizo, F.J.; Estevez, M.E. Engineering and Technology Education in University Studies: Driving Digital, Sustainable, and Resilient Development—A Case Study in Andalusia, Spain. IEEE Access 2023 , 11 , 108967–108981. [ Google Scholar ] [ CrossRef ]
  • Zhang, H.; Zang, Z.; Zhu, H.; Uddin, M.I.; Amin, M.A. Big Data-Assisted Social Media Analytics for Business Model for Business Decision Making System Competitive Analysis. Inf. Process Manag. 2022 , 59 , 102762. [ Google Scholar ] [ CrossRef ]
  • Oldenburger, K.; Lehto, X.; Feinberg, R.; Lehto, M.; Salvendy, G. Critical Purchasing Incidents in E-Business. Behav. Inf. Technol. 2008 , 27 , 63–77. [ Google Scholar ] [ CrossRef ]
  • Robles, F.; Wiese, N.M. Business in Latin America: Strategic Opportunities and Risks , 2nd ed.; Routledge: New York, NY, USA, 2023; ISBN 9781000846041. [ Google Scholar ]
  • Dukiya, R.; Perumal, K. Cloud Based Extensible Business Management Suite and Data Predictions. Recent Adv. Comput. Sci. Commun. 2021 , 14 , 208–215. [ Google Scholar ] [ CrossRef ]
  • Wang, C.; Lee, J.; Kim, S.-H. How Foreign Cultural Identity Affects Franchise Business in Overseas Markets. Int. J. Gastron. Food Sci. 2022 , 30 , 100601. [ Google Scholar ] [ CrossRef ]
  • Santos, A.R. Business transformation at the vegetable trading post: Foundational development strategy for the future. Corp. Bus. Strategy Rev. 2023 , 4 , 46–55. [ Google Scholar ] [ CrossRef ]
  • Benzaghta, M.A.; Elwalda, A.; Mousa, M.M.; Erkan, I.; Rahman, M. SWOT Analysis Applications: An Integrative Literature Review. J. Glob. Bus. Insights 2021 , 6 , 54–72. [ Google Scholar ] [ CrossRef ]
  • Ahmed, A.M.; Zairi, M.; Almarri, K.S. SWOT Analysis for Air China Performance and Its Experience with Quality. Benchmarking 2006 , 13 , 160–173. [ Google Scholar ] [ CrossRef ]

Click here to enlarge figure

The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

Hokmabadi, H.; Rezvani, S.M.H.S.; de Matos, C.A. Business Resilience for Small and Medium Enterprises and Startups by Digital Transformation and the Role of Marketing Capabilities—A Systematic Review. Systems 2024 , 12 , 220. https://doi.org/10.3390/systems12060220

Hokmabadi H, Rezvani SMHS, de Matos CA. Business Resilience for Small and Medium Enterprises and Startups by Digital Transformation and the Role of Marketing Capabilities—A Systematic Review. Systems . 2024; 12(6):220. https://doi.org/10.3390/systems12060220

Hokmabadi, Hamed, Seyed M. H. S. Rezvani, and Celso Augusto de Matos. 2024. "Business Resilience for Small and Medium Enterprises and Startups by Digital Transformation and the Role of Marketing Capabilities—A Systematic Review" Systems 12, no. 6: 220. https://doi.org/10.3390/systems12060220

Article Metrics

Article access statistics, further information, mdpi initiatives, follow mdpi.

MDPI

Subscribe to receive issue release notifications and newsletters from MDPI journals

IMAGES

  1. (PDF) A Literature Review on Digital Marketing Strategies and Its

    literature review in marketing

  2. Literature Review

    literature review in marketing

  3. literature review marketing strategy.docx

    literature review in marketing

  4. 30 Marketing Literature Review Ideas by LiteratureReviewIdeas

    literature review in marketing

  5. 30 Marketing Literature Review Ideas

    literature review in marketing

  6. 50 Smart Literature Review Templates (APA) ᐅ TemplateLab

    literature review in marketing

VIDEO

  1. Introduction to Literature Review, Systematic Review, and Meta-analysis

  2. Literature, Relevant, Quality, Identification/Evaluation/Documentation, 22nd December 2020 Lecture

  3. SYSTEMATIC LITERATURE REVIEW

  4. Literature review in research

  5. Literature Review Trick1

  6. MASTERING SYSTEMATIC LITERATURE REVIEW

COMMENTS

  1. (PDF) A Literature Review on Digital Marketing: The Evolution of a

    A Literature Review on Digital Marketing: The Evolution of a. Revolution. Marina Basimakopoulou 1*, Kostas Theologou 1 and Panagiotis Tzavaras 2. 1 National Technical University of Athens, Greece ...

  2. A Comprehensive Literature Review on Marketing Strategies ...

    Marketing is the process of promoting and selling products and services, including market research and advertising. ... Copy URL. Copy DOI. A Comprehensive Literature Review on Marketing Strategies Adopting by Various Industries. 9 Pages Posted: 30 Dec 2022. See all articles by Rashini Hansika Rashini Hansika. Uva Wellassa University, Faculty ...

  3. Digital Marketing Strategies: A Comprehensive Literature Review

    This pa per. aims to provide a comprehensive literature review and analysis of the main. digital marketing strategies. The research objectives are to identify and. categorize the most common and ...

  4. Artificial intelligence in marketing: A systematic literature review

    By way of a systematic literature review (SLR), the article evaluates 57 qualifying publications in the context of AI-powered marketing and qualitatively and quantitatively ranks them based on their coverage, impact, relevance, and contributed guidance, and elucidates the findings across various sectors, research contexts, and scenarios ...

  5. The sales-marketing interface: A systematic literature review and

    Specifically, a review of the recent academic and practitioner marketing literature (e.g., Cuevas, 2018; Kumar, 2018; Sridhar & Fang, 2019) suggests three major changes occurring in the world of sales and marketing: (1) a rapidly changing technological environment including big data's impact on sales and marketing practice, (2) the emergence of ...

  6. Influencer Marketing and Consumer Behaviour: A Systematic Literature Review

    From this knowledge, a systematic literature review has been undertaken from the period of 2016 to 2021 based on 65 articles from the ABDC journal to fetch relevant research themes, methodology, theories, variables, antecedents and consequences and potential research gaps. ... International Marketing Review, 34(5), 629-651. Crossref. Google ...

  7. An overview of systematic literature reviews in social media marketing

    Alves H, Fernandes C, Raposo M. Social media marketing: A literature review and implications. Psychology and Marketing 2016; 33: 1029-1038. Crossref. Google Scholar. 33. Abed SS, Dwivedi YK, Williams MD. Social media as a bridge to e- commerce adoption in SMEs: A systematic literature review.

  8. A systematic literature review: digital marketing and its impact on

    A systematic literature review has been conducted on digital marketing, and its implementation in SMEs. The impact of digital marketing on SMEs performance is observed over the past 12 years through the resources which are undertaken for the study, namely, Science Direct, Scopus, Springer, IEEE Explorer, ACM Digital Library, Engineering Village ...

  9. Literature review as a research methodology: An overview and guidelines

    This is why the literature review as a research method is more relevant than ever. Traditional literature reviews often lack thoroughness and rigor and are conducted ad hoc, rather than following a specific methodology. Therefore, questions can be raised about the quality and trustworthiness of these types of reviews. ... Marketing: Review ...

  10. The Digital Marketing Toolkit: A Literature Review for the

    4.2 Digital Marketing in Literature. The literature review identified nineteen articles, which described and/or analyzed two or more digital marketing tools (Table 2). These articles include a total of 162 citations of tools and methods that can potentially be used and leveraged by organizations to benefit from the new, digital marketing portfolio.

  11. (PDF) A Literature Review on Digital Marketing Strategies and Its

    Based on the literature review, the researchers identified the following themes: digitalization and digital marketing, digital and traditional modes of marketing, social media as a digital ...

  12. (PDF) A Literature Review on Digital Marketing: The Evolution of a

    This literature review aims at providing a comprehensive and consolidated representation on how Digital Transformation in Marketing has, so far, influenced value making for businesses and discuss prospective ways ahead. In particular, current key

  13. Digital transformation and marketing: a systematic and thematic

    This article provides a systematic review of the extensive and fragmented literature focused on Digital Transformation (DT) and marketing by identifying the main themes and perspectives (i.e., employees, customers, and business processes) studied by previous research. By mapping the DT literature in the area of marketing, 117 articles, published between 2014 and 2020, have been identified ...

  14. Marketing Literature Review

    Marketing Literature MYRON LEONARD, Editor Review Western Carolina University This section is based on a selection of article abstracts from a comprehensive business literature database. Marketing-related abstracts from over 125 journals (both academic and trade) are reviewed by JM staff. Descriptors for each entry are assigned by JM staff.

  15. Marketing Literature Review

    Marketing Literature MYRON LEONARD, Editor Review Western Carolina University This section is based on a selection of article abstracts from a compre-hensive business literature database. Marketing-related abstracts from over 125 journals (both academic and trade) are reviewed by JM staff.

  16. The methodologies of the marketing literature: mechanics, uses and

    Here we see the marketing literature to have the smallest volume of citation exports among the four disciplines. In other words, as a literature source for the construction of ideas and theories in the other disciplines, marketing has by far the least intertextual influence (4% vs an average of 11.7%). ... Snyder, H. (2019). Literature review ...

  17. Marketing Literature Review

    Marketing Literature Review MYRON LEONARD, Editor Western Carolina University This section is based on a selection of article abstracts from a compre-hensive business literature database. Marketing-related abstracts from over 125 journals (both academic and trade) are reviewed by JM staff. Descriptors for each entry are assigned byJM staff.

  18. A Comprehensive Literature Review on Marketing Strategies ...

    A Comprehensive Literature Review on Marketing Strategies Adopted by Various Industries in Local and Global Context during COVID-19 Era. Number of pages: 11 Posted: 29 Dec 2022. Downloads 16. Date Written: December 19, 2022. Abstract. Marketing tactics play an important role in accomplishing an organization's goals and objectives. In order to ...

  19. Understanding the application of evolutionary psychology in consumer

    This paper is the first to offer a comprehensive literature review of the role of evolutionary psychology (EP) in marketing and consumer behavior. This study takes a holistic approach, combining techniques of a systematic review with bibliometric analysis, to provide a performance analysis and identify theories and methodologies used in the ...

  20. A Systematic Literature Review on Social Media Marketing in Small and

    The review method followed in this article is a systematic literature review method. It ensures replicability for future research. According to ( Fink, 2005 ), systematic literature review method is a strategy for finding, analysing and synthesising the current body of finished and documented work done by researchers, scholars and practitioners ...

  21. Customer lifetime value (CLV) insights for strategic marketing success

    Furthermore, as marketing landscapes evolve, exploring CLV in the context of digital marketing, social media, and Omni-channel strategies presents an exciting avenue for future research. The structure of this paper is as follows. Section 1 the introduction. Section 2 the relevant literature. Section 3 Methodology. Section 4 presents the results.

  22. Literature Reviews

    instructor may ask you to simply write a literature review as a stand-alone document. This handout will consider the literature review as a section of a larger project. A literature review is An evaluation of existing research. An argument about where your research fits into the field. A way of positioning the argument for your project. A ...

  23. (PDF) Strategic Marketing. A literature review on ...

    Munich P ersonal RePEc Archiv e. Strategic Market ing. A literature review. on definitions, concepts and boundaries. Jorge Mongay. Autonomous Universit y of Barcelona, SBS Swiss Business School ...

  24. Marketing Literature Review

    Western Carolina University. This section is based on a selection of article abstracts from a compre- 1.THE MARKETING ENVIRONMENT. hensive business literature database. Marketing-related abstracts from over 125 journals (both academic and trade) are reviewed by JM staff. 1.1 Consumer Behavior. Descriptors for each entry are assigned byJM staff.

  25. Systems

    This study investigates the intersection of digital transformation, business resilience, and marketing capabilities, focusing on small businesses and startups. The digital revolution has significantly transformed business operations, supply chain management, and overall organizational performance. Conducted following PRISMA guidelines, this systematic literature review used the Scopus database ...

  26. Marketing Literature Review

    Marketing Literature Review MYRON LEONARD, Editor Western Carolina University This section is based on a selection of article abstracts from a compre-hensive business literature database. Marketing-related abstracts from over 125 journals (both academic and trade) are reviewed by JM staff. Descriptors for each entry are assigned by JM staff.

  27. (PDF) Marketing Literature Review

    Marketing Literature Review. April 1986. Journal of Marketing 50 (2):100-115. DOI: 10.1177/002224298605000209. Authors: Paul Surgi Speck. University of Missouri - St. Louis. References (76 ...

  28. A Narrative Review of LGBTQ+ Marketing Scholarship

    This paper provides a contemporary review of marketing scholarship on LGBTQ+ communities published in Q1, and Q2 ranked Scimago marketing journals. ... Sony M., Antony J., Douglas J. A. (2020). Essential ingredients for the implementation of Quality 4.0: A narrative review of literature and future directions for research. The TQM Journal, 32 ...