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The Future of Tamaulipas MSMEs after COVID-19: Intention to Adopt Inbound Marketing Tools

Author

Listed:
  • Jessica Müller-Pérez

    (Graduate Department, School of Marketing and Business, Universidad Popular Autónoma del Estado de Puebla, Barrio de Santiago, Puebla 72410, Mexico)

  • Viridiana Sarahí Garza-Muñiz

    (Faculty of Commerce and Administration, Universidad Autónoma de Tamaulipas, Ciudad Victoria 87000, Mexico)

  • Ángel Acevedo-Duque

    (Public Policy Observatory, Universidad Autónoma de Chile, Providencia 7500912, Chile)

  • Elizabeth Emperatriz García-Salirrosas

    (Faculty of Management Science, Universidad Autónoma del Perú, Lima 15842, Peru)

  • Jorge Alberto Esponda-Pérez

    (Faculty of Nutrition and Food Sciences, Universidad de Ciencias y Artes de Chiapas, Tuxtla Gutiérrez 29000, Mexico)

  • Rina Álvarez-Becerra

    (Graduate School, Universidad Nacional Jorge Basadre Grohmann, Tacna 23001, Peru)

Abstract

Since the emergence of COVID-19, the interruption of non-core activities negatively affected the entire world economy so that companies in emerging countries had to adapt to the “new reality” by seeking new business alternatives. The objective of this study is to determine the intention of Tamaulipas MSMEs to adopt inbound marketing tools based on the Technology Acceptance Model (TAM), considering the variables of attitudes, trust, and perceived technological risk. The proposed model was analyzed using the Partial Least Squares Structural Equation Modeling (PLS-SEM) method. A sample of 310 companies from the state of Tamaulipas was obtained. The results showed that perceived usefulness, trust, attitude, and word of mouth (WOM), were the variables that most influence the intention to adopt inbound marketing tools and, on the contrary, perceived ease and perceived risk were not significant. This demonstrates that adding new variables to the TAM model improves the predictive power of intention with respect to the adoption of new technology, providing a picture of the behavior of companies seeking to continue growing, despite the lags left by the COVID-19 pandemic.

Suggested Citation

  • Jessica Müller-Pérez & Viridiana Sarahí Garza-Muñiz & Ángel Acevedo-Duque & Elizabeth Emperatriz García-Salirrosas & Jorge Alberto Esponda-Pérez & Rina Álvarez-Becerra, 2022. "The Future of Tamaulipas MSMEs after COVID-19: Intention to Adopt Inbound Marketing Tools," Sustainability, MDPI, vol. 14(19), pages 1-18, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12714-:d:934909
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    References listed on IDEAS

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    1. Marcela Benites & Romel Ramón González-Díaz & Ángel Acevedo-Duque & Luis Armando Becerra-Pérez & Graciela Tristancho Cediel, 2021. "Latin American Microentrepreneurs: Trajectories and Meanings about Informal Work," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    3. Magni, Domitilla & Scuotto, Veronica & Pezzi, Alberto & Giudice, Manlio Del, 2021. "Employees’ acceptance of wearable devices: Towards a predictive model," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    4. Issmat I. Kassem & Hadi Jaafar, 2020. "The potential impact of water quality on the spread and control of COVID-19 in Syrian refugee camps in Lebanon," Water International, Taylor & Francis Journals, vol. 45(5), pages 423-429, July.
    5. Liu, Hongfei & Meng-Lewis, Yue & Ibrahim, Fahad & Zhu, Xia, 2021. "Superfoods, super healthy: Myth or reality? Examining consumers’ repurchase and WOM intention regarding superfoods: A theory of consumption values perspective," Journal of Business Research, Elsevier, vol. 137(C), pages 69-88.
    6. Maria Tsourela & Dafni-Maria Nerantzaki, 2020. "An Internet of Things (IoT) Acceptance Model. Assessing Consumer’s Behavior toward IoT Products and Applications," Future Internet, MDPI, vol. 12(11), pages 1-23, November.
    7. Umair Akram & Melinda Timea Fülöp & Adriana Tiron-Tudor & Dan Ioan Topor & Sorinel Căpușneanu, 2021. "Impact of Digitalization on Customers’ Well-Being in the Pandemic Period: Challenges and Opportunities for the Retail Industry," IJERPH, MDPI, vol. 18(14), pages 1-21, July.
    8. Peter Dannenberg & Martina Fuchs & Tim Riedler & Cathrin Wiedemann, 2020. "Digital Transition by COVID‐19 Pandemic? The German Food Online Retail," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 111(3), pages 543-560, July.
    9. Cristobal Rodolfo Guerra-Tamez & María-Laura Franco-García, 2022. "Influence of Flow Experience, Perceived Value and CSR in Craft Beer Consumer Loyalty: A Comparison between Mexico and The Netherlands," Sustainability, MDPI, vol. 14(13), pages 1-22, July.
    10. Chang, Victor, 2021. "An ethical framework for big data and smart cities," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    11. Nkechi Vivian Adubor & Anthonia Adenike Adeniji & Odunayo Paul Salau & Oluwapelumi John Olajugba & Grace Oluwabukola Onibudo, 2022. "Exploring Green Human Resource Adoption and Corporate Sustainability in Nigerian Manufacturing Industry," Sustainability, MDPI, vol. 14(19), pages 1-15, October.
    12. Jessica Müller-Pérez & Ángel Acevedo-Duque & Gonzalo R. Llanos-Herrera & Elizabeth Emperatriz García-Salirrosas & Luiz Vicente Ovalles-Toledo & Lidyeth Azucena Sandoval Barraza & Rina Álvarez-Becerra, 2022. "The Mexican Ecological Conscience: A Predictive Model," Sustainability, MDPI, vol. 14(12), pages 1-11, June.
    13. Nerea Alejandra Ramírez-Castillo & Jéssica Müller-Pérez & Ángel Acevedo-Duque & Sheyla Müller-Pérez & Romel Ramón González-Díaz & Jorge Suarez Campos & Luiz Vicente Ovalles-Toledo, 2021. "Sustainable Moviegoer Intention to Attend Cinemas Based on the Theory of Planned Behavior," Sustainability, MDPI, vol. 13(16), pages 1-20, August.
    14. Elizabeth Emperatriz García-Salirrosas & Dany Yudet Millones-Liza & Jorge Alberto Esponda-Pérez & Ángel Acevedo-Duque & Jessica Müller-Pérez & Lisette C. Sánchez Díaz, 2022. "Factors Influencing Loyalty to Health Food Brands: An Analysis from the Value Perceived by the Peruvian Consumer," Sustainability, MDPI, vol. 14(17), pages 1-16, August.
    15. Jessica Müller & Ángel Acevedo-Duque & Sheyla Müller & Prateek Kalia & Khalid Mehmood, 2021. "Predictive Sustainability Model Based on the Theory of Planned Behavior Incorporating Ecological Conscience and Moral Obligation," Sustainability, MDPI, vol. 13(8), pages 1-16, April.
    16. Farzana Sharmin & Mohammad Tipu Sultan & Dake Wang & Alina Badulescu & Benqian Li, 2021. "Cultural Dimensions and Social Media Empowerment in Digital Era: Travel-Related Continuance Usage Intention," Sustainability, MDPI, vol. 13(19), pages 1-21, September.
    17. Tirso Javier Hernández-Gracia & Danae Duana-Avila, 2022. "Discourse on Entrepreneurial Orientation in Hidalgo State, Mexico," Sustainability, MDPI, vol. 14(6), pages 1-9, March.
    18. Mahdokht Kalantari & Philipp Rauschnabel, 2018. "Exploring the Early Adopters of Augmented Reality Smart Glasses: The Case of Microsoft HoloLens," Progress in IS, in: Timothy Jung & M. Claudia tom Dieck (ed.), Augmented Reality and Virtual Reality, pages 229-245, Springer.
    19. M. Chouaib Dakouan & M. Redouane Benabdelouahed, 2019. "Digital Inbound Marketing: Particularities of Business-to-Business and Business-to-Customer Strategies," Springer Proceedings in Business and Economics, in: Androniki Kavoura & Efstathios Kefallonitis & Apostolos Giovanis (ed.), Strategic Innovative Marketing and Tourism, pages 119-128, Springer.
    20. Chouaib DAKOUAN & Redouane BENABDELOUAHED & Hajar ANABIR, 2019. "Inbound Marketing vs. Outbound Marketing: Independent or Complementary Strategies," Expert Journal of Marketing, Sprint Investify, vol. 7(1), pages 1-6.
    21. Chatterjee, Sheshadri & Rana, Nripendra P. & Dwivedi, Yogesh K. & Baabdullah, Abdullah M., 2021. "Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
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