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Managing paradoxical tensions between Corporate Social Responsibility and Automation: How organizations reach sustainability and digital transformation

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  • Seelent, João Felipe Capioto
  • Lermen, Fernando Henrique
  • Franco, Cíntia Wilke
  • Benitez, Guilherme Brittes

Abstract

While organizations pursue automation to achieve superior performance, their stakeholders also demand that they be socially responsible. On one hand, automation looks at machines and how organizations enhance operational efficiency. On the other hand, Corporate Social Responsibility (CSR) looks at people by aligning companies with stakeholder expectations. Balancing automation and CSR often create organizational tensions since one looks at machines and another at people. However, both elements are essential for companies aiming to achieve sustainability and digital transformation in today's competitive landscape. Hitherto, no existing studies have explored how CSR and automation, viewed as paradoxical tensions, can be synergized to improve sustainability and digital transformation outcomes. This study aims to investigate the paradoxical interaction between CSR and automation, examining their joint effect on sustainability and digital transformation. The research employs an econometric analysis based on data from 402 Brazilian organizations to evaluate the influence of CSR and automation on financial, environmental, and social performances and digital transformation adoption. The findings reveal that while CSR and automation synergize to enhance environmental and social performance and the adoption of digital transformation, they have no significant effect on financial performance. However, in a post-hoc test, financial performance manifests after organizations achieve environmental, social, and digital transformation outcomes. This study provides theoretical insights into managing CSR-Automation tensions, advancing the literature on paradox theory in operations management. We offer a novel framework for reconciling the conflicting demands of CSR and automation. Simultaneously, we propose a balanced approach to achieving sustainability and digital transformation, underscoring the importance of managers balancing high commitment from CSR and high performance from automation.

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  • Seelent, João Felipe Capioto & Lermen, Fernando Henrique & Franco, Cíntia Wilke & Benitez, Guilherme Brittes, 2025. "Managing paradoxical tensions between Corporate Social Responsibility and Automation: How organizations reach sustainability and digital transformation," International Journal of Production Economics, Elsevier, vol. 288(C).
  • Handle: RePEc:eee:proeco:v:288:y:2025:i:c:s0925527325001914
    DOI: 10.1016/j.ijpe.2025.109706
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    1. Sandra A. Waddock & Samuel B. Graves, 1997. "The Corporate Social Performance–Financial Performance Link," Strategic Management Journal, Wiley Blackwell, vol. 18(4), pages 303-319, April.
    2. Alan Muller & Ans Kolk, 2009. "CSR Performance in Emerging Markets Evidence from Mexico," Journal of Business Ethics, Springer, vol. 85(2), pages 325-337, April.
    3. Annachiara Longoni & Davide Luzzini & Madeleine Pullman & Martin Habiague, 2019. "Business for Society is Society’s Business: Tension Management in a Migrant Integration Supply Chain," Journal of Supply Chain Management, Institute for Supply Management, vol. 55(4), pages 3-33, October.
    4. Dieste, Marcos & Sauer, Philipp C. & Orzes, Guido, 2022. "Organizational tensions in industry 4.0 implementation: A paradox theory approach," International Journal of Production Economics, Elsevier, vol. 251(C).
    5. Ana Beatriz Lopes de Sousa Jabbour & C.J. Chiappetta Jabbour & T.-M. Choi & H. Latan, 2022. "`Better Together': Evidence on the Joint Adoption of Circular Economy and Industry 4.0 Technologies," Post-Print hal-04276062, HAL.
    6. Erthal, Alice & Frangeskou, Marianna & Marques, Leonardo, 2021. "Cultural tensions in lean healthcare implementation: A paradox theory lens," International Journal of Production Economics, Elsevier, vol. 233(C).
    7. Antony Paulraj & Injazz J. Chen & Constantin Blome, 2017. "Motives and Performance Outcomes of Sustainable Supply Chain Management Practices: A Multi-theoretical Perspective," Journal of Business Ethics, Springer, vol. 145(2), pages 239-258, October.
    8. Hao, Jing & He, Feng, 2022. "Corporate social responsibility (CSR) performance and green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 48(C).
    9. Miriam Wilhelm & Jörg Sydow, 2018. "Managing Coopetition in Supplier Networks – A Paradox Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 54(3), pages 22-41, July.
    10. Muhammad Khalid Anser & Zhihe Zhang & Lubna Kanwal, 2018. "Moderating effect of innovation on corporate social responsibility and firm performance in realm of sustainable development," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(5), pages 799-806, September.
    11. Carroll, Archie B., 1991. "The pyramid of corporate social responsibility: Toward the moral management of organizational stakeholders," Business Horizons, Elsevier, vol. 34(4), pages 39-48.
    12. Mishra, Ruchi & Kr Singh, Rajesh & Daim, Tugrul U. & Fosso Wamba, Samuel & Song, Malin, 2024. "Integrated usage of artificial intelligence, blockchain and the internet of things in logistics for decarbonization through paradox lens," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 189(C).
    13. Eric H. Grosse & Fabio Sgarbossa & Cecilia Berlin & W. Patrick Neumann, 2023. "Human-centric production and logistics system design and management: transitioning from Industry 4.0 to Industry 5.0," International Journal of Production Research, Taylor & Francis Journals, vol. 61(22), pages 7749-7759, November.
    14. Amama Shaukat & Yan Qiu & Grzegorz Trojanowski, 2016. "Board Attributes, Corporate Social Responsibility Strategy, and Corporate Environmental and Social Performance," Journal of Business Ethics, Springer, vol. 135(3), pages 569-585, May.
    15. Feiz Abadi, Javad & Gligor, David M. & Alibakhshi Motlagh, Somayeh & Srivastava, Raj, 2024. "When and under what conditions ambidextrous supply chains prove effective? Insights from simulation and empirical studies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 183(C).
    16. Sharma, Varun & Vijayaraghavan, T.A.S. & Raghu Ram, Tata L., 2023. "Resolving operational paradox of sustainable supply chain: A decision framework approach," Socio-Economic Planning Sciences, Elsevier, vol. 87(PB).
    17. Xu, Liming & Mak, Stephen & Brintrup, Alexandra, 2021. "Will bots take over the supply chain? Revisiting agent-based supply chain automation," International Journal of Production Economics, Elsevier, vol. 241(C).
    18. Fafaliou, Irene & Giaka, Maria & Konstantios, Dimitrios & Polemis, Michael, 2022. "Firms’ ESG reputational risk and market longevity: A firm-level analysis for the United States," Journal of Business Research, Elsevier, vol. 149(C), pages 161-177.
    19. Martin Beraja & Nathan Zorzi, 2025. "Inefficient Automation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 92(1), pages 69-96.
    20. Hsueh, Che-Fu, 2014. "Improving corporate social responsibility in a supply chain through a new revenue sharing contract," International Journal of Production Economics, Elsevier, vol. 151(C), pages 214-222.
    21. Eva Velasco‐Balmaseda & Izaskun Larrieta‐Rubín de Celis & Nagore Embeita Izaguirre, 2024. "Corporate social responsibility as a framework for gender equality: Mapping of gender equality standards for sustainable development," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 1905-1920, May.
    22. Sprinkle, Geoffrey B. & Maines, Laureen A., 2010. "The benefits and costs of corporate social responsibility," Business Horizons, Elsevier, vol. 53(5), pages 445-453, September.
    23. Culot, Giovanna & Nassimbeni, Guido & Orzes, Guido & Sartor, Marco, 2020. "Behind the definition of Industry 4.0: Analysis and open questions," International Journal of Production Economics, Elsevier, vol. 226(C).
    24. Rinku Jain & Asha Deepak Bhatia & Kirti Arekar, 2024. "Structural Equation Modelling to Understand the Impact of Various Components of CSR and the Benefits to Stakeholders," Vision, , vol. 28(4), pages 511-522, August.
    25. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    26. Dafna M. DiSegni & Moshe Huly & Sagi Akron, 2015. "Corporate social responsibility, environmental leadership and financial performance," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 11(1), pages 131-148, March.
    27. Nelarine Cornelius & Mathew Todres & Shaheena Janjuha-Jivraj & Adrian Woods & James Wallace, 2008. "Corporate Social Responsibility and the Social Enterprise," Journal of Business Ethics, Springer, vol. 81(2), pages 355-370, August.
    28. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    29. Dafna M. DiSegni & Moshe Huly & Sagi Akron, 2015. "Corporate social responsibility, environmental leadership and financial performance," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 11(1), pages 131-148, March.
    30. Dima Jamali, 2008. "A Stakeholder Approach to Corporate Social Responsibility: A Fresh Perspective into Theory and Practice," Journal of Business Ethics, Springer, vol. 82(1), pages 213-231, September.
    31. Gao, Lan & Huang, Ruting, 2024. "Digital transformation and green total factor productivity in the semiconductor industry: The role of supply chain integration and economic policy uncertainty," International Journal of Production Economics, Elsevier, vol. 274(C).
    32. Yang, Yefei & Lau, Antonio K.W. & Lee, Peter K.C. & Cheng, T.C.E., 2020. "The performance implication of corporate social responsibility in matched Chinese small and medium-sized buyers and suppliers," International Journal of Production Economics, Elsevier, vol. 230(C).
    33. Rui Coelho & Shital Jayantilal & Joao J. Ferreira, 2023. "The impact of social responsibility on corporate financial performance: A systematic literature review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(4), pages 1535-1560, July.
    34. Frank, Alejandro G. & Sturgeon, Timothy J. & Benitez, Guilherme B. & Marodin, Giuliano A. & Ferreira e Cunha, Samantha, 2025. "How lean and industry 4.0 affect worker outcomes and operational performance: A quantitative assessment of competing models," International Journal of Production Economics, Elsevier, vol. 279(C).
    35. Shun-Pin Chuang & Sun-Jen Huang, 2018. "The Effect of Environmental Corporate Social Responsibility on Environmental Performance and Business Competitiveness: The Mediation of Green Information Technology Capital," Journal of Business Ethics, Springer, vol. 150(4), pages 991-1009, July.
    36. Lobschat, Lara & Mueller, Benjamin & Eggers, Felix & Brandimarte, Laura & Diefenbach, Sarah & Kroschke, Mirja & Wirtz, Jochen, 2021. "Corporate digital responsibility," Journal of Business Research, Elsevier, vol. 122(C), pages 875-888.
    37. Lopes de Sousa Jabbour, Ana Beatriz & Chiappetta Jabbour, Charbel Jose & Choi, Tsan-Ming & Latan, Hengky, 2022. "‘Better together’: Evidence on the joint adoption of circular economy and industry 4.0 technologies," International Journal of Production Economics, Elsevier, vol. 252(C).
    38. Narayanan, Venkateshwaran & Baird, Kevin & Tay, Richard, 2021. "Investment decisions: The trade-off between economic and environmental objectives," The British Accounting Review, Elsevier, vol. 53(3).
    39. Carla Gonçalves Machado & Mats Peter Winroth & Elias Hans Dener Ribeiro da Silva, 2020. "Sustainable manufacturing in Industry 4.0: an emerging research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 58(5), pages 1462-1484, March.
    40. Guo Li & Na Li & Suresh P. Sethi, 2021. "Does CSR Reduce Idiosyncratic Risk? Roles of Operational Efficiency and AI Innovation," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 2027-2045, July.
    41. Bianca Weber‐Lewerenz & Marzia Traverso, 2025. "How can corporate digital responsibility (CDR) be measured in line with corporate social responsibility (CSR)? A new theoretical approach in construction 4.0," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 287-308, February.
    42. Barbara Lougee & James Wallace, 2008. "The Corporate Social Responsibility (CSR) Trend," Journal of Applied Corporate Finance, Morgan Stanley, vol. 20(1), pages 96-108, December.
    43. Bai, Chunguang & Dallasega, Patrick & Orzes, Guido & Sarkis, Joseph, 2020. "Industry 4.0 technologies assessment: A sustainability perspective," International Journal of Production Economics, Elsevier, vol. 229(C).
    44. Filippi, Emilia & Bannò, Mariasole & Trento, Sandro, 2023. "Automation technologies and their impact on employment: A review, synthesis and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    45. Nie, Jun & Jian, Xin & Xu, Juanjuan & Xu, Nuo & Jiang, Tangyang & Yu, Yang, 2024. "The effect of corporate social responsibility practices on digital transformation in China: A resource-based view," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1-15.
    46. Yang, Yefei & Yee, Rachel W.Y., 2022. "The effect of process digitalization initiative on firm performance: A dynamic capability development perspective," International Journal of Production Economics, Elsevier, vol. 254(C).
    47. Kahle, Júlia Hofmeister & Marcon, Érico & Ghezzi, Antonio & Frank, Alejandro G., 2020. "Smart Products value creation in SMEs innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 156(C).
    48. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    49. Van Ha Nguyen & Frank W. Agbola & Bobae Choi, 2022. "Does Corporate Social Responsibility Enhance Financial Performance? Evidence from Australia," Australian Accounting Review, CPA Australia, vol. 32(1), pages 5-18, March.
    50. Stephen Bear & Noushi Rahman & Corinne Post, 2010. "The Impact of Board Diversity and Gender Composition on Corporate Social Responsibility and Firm Reputation," Journal of Business Ethics, Springer, vol. 97(2), pages 207-221, December.
    51. Zhong, Xi & Ren, Ge, 2023. "Independent and joint effects of CSR and CSI on the effectiveness of digital transformation for transition economy firms," Journal of Business Research, Elsevier, vol. 156(C).
    52. Guo, Feng & Bo, Qingwen & Tong, Xun & Zhang, Xiaofei, 2020. "A paradoxical view of speed and quality on operational outcome: An empirical investigation of innovation in high-tech small and medium-sized enterprises," International Journal of Production Economics, Elsevier, vol. 229(C).
    53. Kohtamäki, Marko & Einola, Suvi & Rabetino, Rodrigo, 2020. "Exploring servitization through the paradox lens: Coping practices in servitization," International Journal of Production Economics, Elsevier, vol. 226(C).
    54. Shah, Muhammad Umair & Guild, Paul D., 2022. "Stakeholder engagement strategy of technology firms: A review and applied view of stakeholder theory," Technovation, Elsevier, vol. 114(C).
    55. Jože M. Rožanec & Inna Novalija & Patrik Zajec & Klemen Kenda & Hooman Tavakoli Ghinani & Sungho Suh & Entso Veliou & Dimitrios Papamartzivanos & Thanassis Giannetsos & Sofia Anna Menesidou & Ruben Al, 2023. "Human-centric artificial intelligence architecture for industry 5.0 applications," International Journal of Production Research, Taylor & Francis Journals, vol. 61(20), pages 6847-6872, October.
    56. Michael Etter & Christian Fieseler & Glen Whelan, 2019. "Sharing Economy, Sharing Responsibility? Corporate Social Responsibility in the Digital Age," Journal of Business Ethics, Springer, vol. 159(4), pages 935-942, November.
    57. Enrique, Daisy Valle & Lerman, Laura Visintainer & Sousa, Paulo Renato de & Benitez, Guilherme Brittes & Bigares Charrua Santos, Fernando M. & Frank, Alejandro G., 2022. "Being digital and flexible to navigate the storm: How digital transformation enhances supply chain flexibility in turbulent environments," International Journal of Production Economics, Elsevier, vol. 250(C).
    58. Jéssica de Assis Dornelles & Néstor F. Ayala & Alejandro G. Frank, 2023. "Collaborative or substitutive robots? Effects on workers’ skills in manufacturing activities," International Journal of Production Research, Taylor & Francis Journals, vol. 61(22), pages 7922-7955, November.
    59. Franco, Cintia Wilke & Benitez, Guilherme Brittes & Sousa, Paulo Renato de & Kliemann Neto, Francisco José & Frank, Alejandro G., 2024. "Managing resources for digital transformation in supply chain integration: The role of hybrid governance structures," International Journal of Production Economics, Elsevier, vol. 278(C).
    60. Cruz, Yarens J. & Villalonga, Alberto & Castaño, Fernando & Rivas, Marcelino & Haber, Rodolfo E., 2024. "Automated machine learning methodology for optimizing production processes in small and medium-sized enterprises," Operations Research Perspectives, Elsevier, vol. 12(C).
    61. Akhtar, Pervaiz & Ghouri, Arsalan Mujahid & Ashraf, Aniqa & Lim, Jia Jia & Khan, Naveed R & Ma, Shuang, 2024. "Smart product platforming powered by AI and generative AI: Personalization for the circular economy," International Journal of Production Economics, Elsevier, vol. 273(C).
    62. Ghobakhloo, Morteza & Asadi, Shahla & Iranmanesh, Mohammad & Foroughi, Behzad & Mubarak, Muhammad Faraz & Yadegaridehkordi, Elaheh, 2023. "Intelligent automation implementation and corporate sustainability performance: The enabling role of corporate social responsibility strategy," Technology in Society, Elsevier, vol. 74(C).
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