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Understanding Developers Well-Being and Productivity: A 2-year Longitudinal Analysis during the COVID-19 Pandemic

Published: 15 March 2024 Publication History

Abstract

The COVID-19 pandemic has brought significant and enduring shifts in various aspects of life, including increased flexibility in work arrangements. In a longitudinal study, spanning 24 months with six measurement points from April 2020 to April 2022, we explore changes in well-being, productivity, social contacts, and needs of software engineers during this time. Our findings indicate systematic changes in various variables. For example, well-being and quality of social contacts increased while emotional loneliness decreased as lockdown measures were relaxed. Conversely, people’s boredom and productivity remained stable. Furthermore, a preliminary investigation into the future of work at the end of the pandemic revealed a consensus among developers for a preference of hybrid work arrangements. We also discovered that prior job changes and low job satisfaction were consistently linked to intentions to change jobs if current work conditions do not meet developers’ needs. This highlights the need for software organizations to adapt to various work arrangements to remain competitive employers. Building upon our findings and the existing literature, we introduce the Integrated Job Demands-Resources and Self-Determination (IJARS) Model as a comprehensive framework to explain the well-being and productivity of software engineers during the COVID-19 pandemic.

References

[1]
Amanda J. Anderson, Seth A. Kaplan, and Ronald P. Vega. 2015. The impact of telework on emotional experience: When, and for whom, does telework improve daily affective well-being? European Journal of Work and Organizational Psychology 24, 6 (2015), 882–897. DOI:
[2]
James B. Avey, Fred Luthans, and Susan M. Jensen. 2009. Psychological capital: A positive resource for combating employee stress and turnover. Human Resource Management 48, 5 (2009), 677–693.
[3]
Paul P. Baard, Edward L. Deci, and Richard M. Ryan. 2004. Intrinsic need satisfaction: A motivational basis of performance and well-being in two work settings 1. Journal of Applied Social Psychology 34, 10 (2004), 2045–2068. DOI:
[4]
YaMei Bai, Chao-Cheng Lin, Chih-Yuan Lin, Jen-Yeu Chen, Ching-Mo Chue, and Pesus Chou. 2004. Survey of stress reactions among health care workers involved with the SARS outbreak. Psychiatric Services 55, 9 (2004), 1055–1057. DOI:
[5]
Arnold B. Bakker and Evangelia Demerouti. 2007. The job demands-resources model: State of the art. Journal of Managerial Psychology 22, 3 (2007), 309–328.
[6]
Arnold B. Bakker and Evangelia Demerouti. 2008. Towards a model of work engagement. Career Development International 13, 3 (2008), 209–223.
[7]
Arnold B. Bakker and Evangelia Demerouti. 2014. Job demands–resources theory. Wellbeing: A Complete Reference Guide (2014), 1–28.
[8]
Arnold B. Bakker and Evangelia Demerouti. 2017. Job demands-resources theory: Taking stock and looking forward. Journal of Occupational Health Psychology 22, 3 (2017), 273–285.
[9]
Arnold B. Bakker, Evangelia Demerouti, and Ana Sanz-Vergel. 2023. Job demands–resources theory: Ten years later. Annual Review of Organizational Psychology and Organizational Behavior 10 (2023), 25–53. DOI:
[10]
Anat Bardi, Kathryn E. Buchanan, Robin Goodwin, Letitia Slabu, and Mark Robinson. 2014. Value stability and change during self-chosen life transitions: Self-selection versus socialization effects. Journal of Personality and Social Psychology 106, 1 (2014), 131–147. DOI:
[11]
Jose Maria Barrero, Nicholas Bloom, and Steven J. Davis. 2021. Why Working from Home will Stick. Technical Report. National Bureau of Economic Research.
[12]
Yehuda Baruch. 2000. Teleworking: Benefits and pitfalls as perceived by professionals and managers. New Technology, Work and Employment 15, 1 (2000), 34–49.
[13]
Roy F. Baumeister and Mark R. Leary. 1995. The need to belong: Desire for interpersonal attachments as a fundamental human motivation. Psychological Bulletin 117, 3 (1995), 497.
[14]
Kira S. Birditt and Toni C. Antonucci. 2007. Relationship quality profiles and well-being among married adults. Journal of Family Psychology 21, 4 (2007), 595–604. DOI:
[15]
Nicholas Bloom, James Liang, John Roberts, and Zhichun Jenny Ying. 2015. Does working from home work? Evidence from a Chinese experiment. The Quarterly Journal of Economics 130, 1 (2015), 165–218. DOI:
[16]
Virginia Braun and Victoria Clarke. 2006. Using thematic analysis in psychology. Qualitative Research in Psychology 3, 2 (2006), 77–101.
[17]
Virginia Braun and Victoria Clarke. 2019. Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health 11, 4 (2019), 589–597.
[18]
Virginia Braun and Victoria Clarke. 2021. One size fits all? What counts as quality practice in (reflexive) thematic analysis? Qualitative Research in Psychology 18, 3 (2021), 328–352.
[19]
Samantha K. Brooks, Rebecca K. Webster, Louise E. Smith, Lisa Woodland, Simon Wessely, Neil Greenberg, and Gideon James Rubin. 2020. The psychological impact of quarantine and how to reduce it: Rapid review of the evidence. The Lancet 395 (2020). DOI:
[20]
Jenna Butler and Sonia Jaffe. 2021. Challenges and gratitude: A diary study of software engineers working from home during Covid-19 pandemic. In International Conference on Software Engineering. IEEE, 362–363.
[21]
Bernardo Caldarola and Steve Sorrell. 2022. Do teleworkers travel less? Evidence from the English National Travel Survey. Transportation Research Part A: Policy and Practice 159 (2022), 282–303. DOI:
[22]
Grazia Caleo, Jennifer Duncombe, Freya Jephcott, Kamalini Lokuge, Clair Mills, Evita Looijen, Fivi Theoharaki, Ronald Kremer, Karline Kleijer, James Squire, Manjo Lamin, Beverley Stringer, Helen A. Weiss, Daniel Culli, Gian Luca Di Tanna, and Jane Greig. 2018. The factors affecting household transmission dynamics and community compliance with Ebola control measures: A mixed-methods study in a rural village in Sierra Leone. BMC Public Health 18, 248 (2018). DOI:
[23]
Katarzyna Cantarero, Wijnand A. P. van Tilburg, and Ewelina Smoktunowicz. 2021. Affirming basic psychological needs promotes mental well-being during the COVID-19 outbreak. Social Psychological and Personality Science 12, 5 (2021), 821–828. DOI:
[24]
Charles S. Carver. 1997. You want to measure coping but your protocol’s too long: Consider the brief COPE. International Journal of Behavioral Medicine 4, 1 (1997), 92.
[25]
Charles S. Carver, Michael F. Scheier, and Jagdish K. Weintraub. 1989. Assessing coping strategies: A theoretically based approach. Journal of Personality and Social Psychology 56, 2 (1989), 267–283. DOI:
[26]
Wayne F. Cascio. 2000. Managing a virtual workplace. Academy of Management Perspectives 14, 3 (2000), 81–90.
[27]
Ho Fai Chan, Jordan W. Moon, David A. Savage, Ahmed Skali, Benno Torgler, and Stephen Whyte. 2021. Can psychological traits explain mobility behavior during the COVID-19 pandemic? Social Psychological and Personality Science 12, 6 (2021), 1018–1029. DOI:
[28]
James M. Cheverud. 2001. A simple correction for multiple comparisons in interval mapping genome scans. Heredity 87, 1 (2001), 52–58. DOI:
[30]
Sheldon Cohen, Tom Kamarck, and Robin Mermelstein. 1983. A global measure of perceived stress. Journal of Health and Social Behavior (1983), 385–396. DOI:
[31]
Sheldon Cohen and Gail Williamson. 1988. Perceived stress in a probability sample of the United States. In Psychology and Health, S. Spacapan and S Oskamp (Eds.). Sage Publications, Inc, 31–67.
[32]
Neil Conway and Rob B. Briner. 2002. A daily diary study of affective responses to psychological contract breach and exceeded promises. Journal of Organizational Behavior: The International Journal of Industrial, Occupational and Organizational Psychology and Behavior 23, 3 (2002), 287–302.
[33]
Adrian-Alexandru Cucolas and Daniel Russo. 2022. The impact of working from home on the success of Scrum projects: A multi-method study. Journal of Software and Systems (2022).
[35]
Sara Ribeiro de Faria, Susana Pedras, Richard Inman, Joana Correia Lopes, and Paulo A. S. Moreira. 2023. Subjective well-being and school engagement before versus during the COVID-19 pandemic: What good are positive emotions? Journal of Research on Adolescence (2023). DOI:
[36]
Reinout E. de Vries. 2013. The 24-item brief HEXACO inventory (BHI). Journal of Research in Personality 47, 6 (2013), 871–880. DOI:
[37]
Edward L. Deci and Richard M. Ryan. 1985. Intrinsic motivation and self-determination in human behavior. Plenum Press (1985).
[38]
Edward L. Deci and Richard M. Ryan. 2000. The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry 11, 4 (2000), 227–268.
[39]
Edward L. Deci and Richard M. Ryan. 2011. Self-determination theory. Handbook of Theories of Social Psychology: Collection: Volumes 1 & 2 (2011), 416.
[40]
Massimo Del Gatto, Adriana Di Liberto, and Carmelo Petraglia. 2011. Measuring productivity. Journal of Economic Surveys 25, 5 (2011), 952–1008. DOI:
[41]
Evangelia Demerouti, Arnold B. Bakker, Friedhelm Nachreiner, and Wilmar B. Schaufeli. 2001. The job demands-resources model of burnout. Journal of Applied Psychology 86, 3 (2001), 499.
[42]
Sumit S. Deole, Max Deter, and Yue Huang. 2021. Home Sweet Home: Working from Home and Employee Performance During the COVID-19 Pandemic in the UK. Technical Report.
[43]
Jaime Derringer. 2018. A simple correction for non-independent tests. https://psyarxiv.com/f2tyw/ (2018).
[44]
Ed Diener, Robert A. Emmons, Randy J. Larsen, and Sharon Griffin. 1985. The satisfaction with life scale. Journal of Personality Assessment 49, 1 (1985), 71–75.
[45]
Ed Diener, Richard E. Lucas, and Christie Napa Scollon. 2009. Beyond the hedonic treadmill: Revising the adaptation theory of well-being. In The Science of Well-Being. Springer, 103–118.
[46]
Noelle Donnelly and Sarah B. Proctor-Thomson. 2015. Disrupted work: Home-based teleworking (HbTW) in the aftermath of a natural disaster. New Technology, Work and Employment 30, 1 (2015), 47–61.
[47]
Richard Farmer and Norman D. Sundberg. 1986. Boredom proneness–the development and correlates of a new scale. Journal of Personality Assessment 50, 1 (1986), 4–17. DOI:
[48]
Franz Faul, Edgar Erdfelder, Axel Buchner, and Albert-Georg Lang. 2009. Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods 41, 4 (2009), 1149–1160. DOI:
[49]
Matthew Feinberg, Chloe Kovacheff, Rimma Teper, and Yoel Inbar. 2019. Understanding the process of moralization: How eating meat becomes a moral issue. Journal of Personality and Social Psychology 117, 1 (2019), 50. DOI:
[50]
Georgia Libera Finstad, Gabriele Giorgi, Lucrezia Ginevra Lulli, Caterina Pandolfi, Giulia Foti, José M. León-Perez, Francisco J. Cantero-Sánchez, and Nicola Mucci. 2021. Resilience, coping strategies and posttraumatic growth in the workplace following COVID-19: A narrative review on the positive aspects of trauma. International Journal of Environmental Research and Public Health 18, 18 (2021), 9453. DOI:
[51]
Colin M. G. Foad, Lorraine Whitmarsh, Paul H. P. Hanel, and Geoffrey Haddock. 2021. The limitations of polling data in understanding public support for COVID-19 lockdown policies. Royal Society Open Science 8, 7 (2021), 210678. DOI:
[52]
Denae Ford, Reed Milewicz, and Alexander Serebrenik. 2019. How remote work can foster a more inclusive environment for transgender developers. In Proceedings of the International Workshop on Gender Equality in Software Engineering. IEEE, 9–12.
[53]
Denae Ford, Margaret-Anne Storey, Thomas Zimmermann, Christian Bird, Sonia Jaffe, Chandra Maddila, Jenna L. Butler, Brian Houck, and Nachiappan Nagappan. 2020. A tale of two cities: Software developers working from home during the COVID-19 pandemic. arXiv preprint arXiv:2008.11147 (2020).
[54]
Marylène Gagné and Edward L. Deci. 2005. Self-determination theory and work motivation. Journal of Organizational Behavior 26, 4 (2005), 331–362. DOI:
[55]
Ravi S. Gajendran and David A. Harrison. 2007. The good, the bad, and the unknown about telecommuting: Meta-analysis of psychological mediators and individual consequences. Journal of Applied Psychology 92, 6 (2007), 1524.
[56]
Gallup. 2020. Is working remotely effective? Gallup research says yes. (2020). DOI:
[57]
Hannah V. Geibel, Thomas Rigotti, and Kathleen Otto. 2022. It all comes back to health: A three-wave cross-lagged study of leaders’ well-being, team performance, and transformational leadership. Journal of Applied Social Psychology 52, 7 (2022), 532–546. DOI:
[58]
Michael Gibbs, Friederike Mengel, and Christoph Siemroth. 2021. Work from Home & Productivity: Evidence from Personnel & Analytics Data on IT Professionals. Technical Report 2021-56. University of Chicago, Becker Friedman Institute for Economics.
[59]
Jenny De Jong Gierveld and Theo Van Tilburg. 2006. A 6-item scale for overall, emotional, and social loneliness: Confirmatory tests on survey data. Research on Aging 28, 5 (2006), 582–598. DOI:
[60]
Hong Guo. 2001. Special requirements for software process improvement applied in teleworking environments. In Proceedings of the Second Asia-Pacific Conference on Quality Software. IEEE, 331–340.
[61]
Eva Gutierrez-Sigut, Veronica M. Lamarche, Katherine Rowley, Emilio Ferreiro Lago, María Jesús Pardo-Guijarro, Ixone Saenz, Berta Frigola, Santiago Frigola, Delfina Aliaga, and Laura Goldberg. 2022. How do face masks impact communication amongst deaf/HoH people? Cognitive Research: Principles and Implications 7, 1 (2022), 1–23. DOI:
[62]
Joseph F. Hair, William C. Black, Barry J. Babin, and Rolph E. Anderson. 2013. Multivariate Data Analysis. Vol. 7th ed.Pearson Education.
[63]
Paul H. P. Hanel, Gregory R. Maio, and Antony S. R. Manstead. 2019. A new way to look at the data: Similarities between groups of people are large and important. Journal of Personality and Social Psychology 116, 4 (2019), 541–562. DOI:
[64]
Silja Hartmann, Matthias Weiss, Alexander Newman, and Martin Hoegl. 2020. Resilience in the workplace: A multilevel review and synthesis. Applied Psychology 69, 3 (2020), 913–959. DOI:
[65]
Laura Hawryluck, Wayne L. Gold, Susan Robinson, Stephen Pogorski, Sandro Galea, and Rima Styra. 2004. SARS control and psychological effects of quarantine, Toronto, Canada. Emerging Infectious Diseases 10, 7 (2004), 1206–1212. DOI:
[66]
Frederick Herzberg, Bernard Mausner, and B. B. Snyderman. 2017. Motivation to Work. Transaction Publishers, London.
[67]
Kunihiko Higa, Olivia R. Liu Sheng, Bongsik Shin, and Aurelio Jose Figueredo. 2000. Understanding relationships among teleworkers’e-mail usage, E-Mail richness perceptions, and E-Mail productivity perceptions under a software engineering environment. IEEE Transactions on Engineering Management 47, 2 (2000), 163–173.
[68]
Geert Hofstede. 2001. Culture’s Consequences: Comparing Values, Behaviors, Institutions and Organizations across Nations. Sage publications.
[69]
Travis Howell. 2022. Coworking spaces offer a post-pandemic office alternative. MIT Sloan Management Review 63, 2 (2022), 1–3.
[70]
Xinyu Hu and Mahesh Subramony. 2022. Disruptive pandemic effects on telecommuters: A longitudinal study of work–family balance and well-being during Covid-19. Applied Psychology 71, 3 (2022), 807–826. DOI:
[71]
Peter James and Don Griffiths. 2014. A secure portable execution environment to support teleworking. Information Management & Computer Security (2014).
[72]
Lisa E. Kim, Laura Oxley, and Kathryn Asbury. 2022. “My brain feels like a browser with 100 tabs open”: A longitudinal study of teachers’ mental health and well-being during the COVID-19 pandemic. British Journal of Educational Psychology 92, 1 (2022), 299–318. DOI:
[73]
Yushim Kim, Wei Zhong, Megan Jehn, and Lauren Walsh. 2015. Public risk perceptions and preventive behaviors during the 2009 H1N1 influenza pandemic. Disaster Medicine and Public Health Preparedness 9, 2 (2015), 145–154.
[74]
Ritsu Kitagawa, Sachiko Kuroda, Hiroko Okudaira, and Hideo Owan. 2021. Working from Home: Its Effects on Productivity and Mental Health. Technical Report. Research Institute of Economy, Trade and Industry (RIETI).
[75]
Caroline Knight, Doina Olaru, Julie Anne Lee, and Sharon K. Parker. 2022. The loneliness of the hybrid worker. MIT Sloan Management Review 63, 4 (2022), 10–12.
[76]
Amy J. Ko. 2019. Why we should not measure productivity. In Rethinking Productivity in Software Engineering. Springer, 21–26.
[77]
Veronica M. Lamarche. 2020. Socially connected and COVID-19 prepared: The influence of sociorelational safety on perceived importance of COVID-19 precautions and trust in government responses. Social Psychological Bulletin (2020). DOI:
[78]
Laura Lascau, Sandy J. J. Gould, Anna L. Cox, Elizaveta Karmannaya, and Duncan P. Brumby. 2019. Monotasking or multitasking: Designing for crowdworkers’ preferences. In Proceedings of the Conference on Human Factors in Computing Systems (Glasgow, Scotland UK) (CHI ’19). New York, NY, USA, Article 419, 14 pages. DOI:
[79]
Richard S. Lazarus and Susan Folkman. 1984. Stress, Appraisal, and Coping. Springer Publishing Company.
[80]
Colin Wayne Leach, Martijn Van Zomeren, Sven Zebel, Michael L. W. Vliek, Sjoerd F. Pennekamp, Bertjan Doosje, Jaap W. Ouwerkerk, and Russell Spears. 2008. Group-level self-definition and self-investment: A hierarchical (multicomponent) model of in-group identification. Journal of Personality and Social Psychology 95, 1 (2008), 144–165. DOI:
[81]
Sing Lee, Lydia Chan, Annie Chau, Kathleen Kwok, and Arthur Kleinman. 2005. The experience of SARS-related stigma at Amoy Gardens. Social Science & Medicine 61, 9 (2005), 2038–2046. DOI:
[82]
Marc Lipsitch, David L. Swerdlow, and Lyn Finelli. 2020. Defining the epidemiology of Covid-19 — studies needed. New England Journal of Medicine 382, 13 (2020), 1194–1196. DOI:
[83]
Yuan Liu and Xiaoxing Huang. 2021. Effects of basic psychological needs on resilience: A human agency model. Frontiers in Psychology 12 (2021), 700035. DOI:
[84]
Jacob A. Long. 2019. Interactions: Comprehensive, User-Friendly Toolkit for Probing Interactions. DOI:R package version 1.1.0.
[85]
Peter D. Lunn, Cameron A. Belton, Ciarán Lavin, Féidhlim P. McGowan, Shane Timmons, and Deirdre A. Robertson. 2020. Using behavioral science to help fight the coronavirus. Journal of Behavioral Public Administration 3, 1 (2020). DOI:
[86]
Suniya S. Luthar, Dante Cicchetti, and Bronwyn Becker. 2000. The construct of resilience: A critical evaluation and guidelines for future work. Child Development 71, 3 (2000), 543–562.
[87]
Scott Macdonald and Peter Maclntyre. 1997. The generic job satisfaction scale: Scale development and its correlates. Employee Assistance Quarterly 13, 2 (1997), 1–16. DOI:
[88]
Leticia S. Machado, Clara Caldeira, Marcelo Perin, and Cleidson R. B. de Souza. 2021. Gendered experiences of software engineers during the COVID-19 crisis. IEEE Software March-April (2021).
[89]
Zdravko Marjanovic, Esther R. Greenglass, and Sue Coffey. 2007. The relevance of psychosocial variables and working conditions in predicting nurses’ coping strategies during the SARS crisis: An online questionnaire survey. International Journal of Nursing Studies 44, 6 (2007), 991–998. DOI:
[90]
Ann S. Masten. 2001. Ordinary magic: Resilience processes in development. American Psychologist 56, 3 (2001), 227–238.
[91]
André N. Meyer, Thomas Fritz, Gail C. Murphy, and Thomas Zimmermann. 2014. Software developers’ perceptions of productivity. In Proceedings of the International Symposium on Foundations of Software Engineering. 19–29.
[92]
André N. Meyer, Gail C. Murphy, Thomas Fritz, and Thomas Zimmermann. 2019. Developers’ diverging perceptions of productivity. Rethinking Productivity in Software Engineering (2019), 137–146.
[93]
Courtney Miller, Paige Rodeghero, Margaret-Anne Storey, Denae Ford, and Thomas Zimmermann. 2021. “How was your weekend?” Software development teams working from home during COVID-19. In International Conference on Software Engineering. IEEE, 624–636.
[94]
Greg Miller. 2011. Why loneliness is hazardous to your health. Science 331, 6014 (2011), 138–140.
[95]
Katja Möhring, Elias Naumann, Maximiliane Reifenscheid, Alexander Wenz, Tobias Rettig, Ulrich Krieger, Sabine Friedel, Marina Finkel, Carina Cornesse, and Annelies G. Blom. 2021. The COVID-19 pandemic and subjective well-being: Longitudinal evidence on satisfaction with work and family. European Societies 23, sup1 (2021), S601–S617. DOI:
[96]
Masayuki Morikawa. 2020. Productivity of Working from Home During the COVID-19 Pandemic: Evidence from an Employee Survey (Japanese). Technical Report. Research Institute of Economy, Trade and Industry (RIETI).
[97]
Kok-Yee Ng, Soon Ang, and Kim-Yin Chan. 2008. Personality and leader effectiveness: A moderated mediation model of leadership self-efficacy, job demands, and job autonomy. Journal of Applied Psychology 93, 4 (2008), 733–743. DOI:
[99]
Dale R. Nyholt. 2004. A simple correction for multiple testing for single-nucleotide polymorphisms in linkage disequilibrium with each other. The American Journal of Human Genetics 74, 4 (2004), 765–769. DOI:
[100]
Rory C. O’Connor, Karen Wetherall, Seonaid Cleare, Heather McClelland, Ambrose J. Melson, Claire L. Niedzwiedz, Ronan E. O’Carroll, Daryl B. O’Connor, Steve Platt, Elizabeth Scowcroft, Billy Watson, Tiago Zortea, Eamonn Ferguson, and Kathryn A. Robb. 2021. Mental health and well-being during the COVID-19 pandemic: Longitudinal analyses of adults in the UK COVID-19 Mental Health & Wellbeing study. The British Journal of Psychiatry 218, 6 (2021), 326–333. DOI:
[101]
General Assembly of the World Medical Association. 2014. World Medical Association declaration of Helsinki: Ethical principles for medical research involving human subjects. The Journal of the American College of Dentists 81, 3 (2014), 14.
[102]
Ilan Oshri, Julia Kotlarsky, and Leslie P. Willcocks. 2007. Global software development: Exploring socialization and face-to-face meetings in distributed strategic projects. The Journal of Strategic Information Systems 16, 1 (2007), 25–49.
[103]
Andrew J. Oswald and Nattavudh Powdthavee. 2008. Does happiness adapt? A longitudinal study of disability with implications for economists and judges. Journal of Public Economics 92, 5-6 (2008), 1061–1077. DOI:
[104]
Andrew J. Oswald, Eugenio Proto, and Daniel Sgroi. 2015. Happiness and productivity. Journal of Labor Economics 33, 4 (2015), 789–822. DOI:
[105]
Owl Labs. 2019. State of Remote Work 2019. Report (2019). https://www.owllabs.com/state-of-remote-work/2019
[106]
Stefan Palan and Christian Schitter. 2018. Prolific.ac—-A subject pool for online experiments. Journal of Behavioral and Experimental Finance 17 (2018), 22–27.
[107]
Nicolas Pellerin and Eric Raufaste. 2020. Psychological resources protect well-being during the COVID-19 pandemic: A longitudinal study during the French lockdown. Frontiers in Psychology 11 (2020), 590276.
[108]
Chris Pounder. 1998. Homeworking: No longer an easy option? Computers & Security 17, 1 (1998), 27–30.
[109]
Gabriele Prati, Luca Pietrantoni, and Bruna Zani. 2011. A social-cognitive model of pandemic influenza H1N1 risk perception and recommended behaviors in Italy. Risk Analysis: An International Journal 31, 4 (2011), 645–656.
[110]
Paul Ralph, Sebastian Baltes, Domenico Bianculli, Yvonne Dittrich, Michael Felderer, Robert Feldt, Antonio Filieri, Carlo Alberto Furia, Daniel Graziotin, Pinjia He, Rashina Hoda, Natalia Juristo, Barbara A. Kitchenham, Romain Robbes, Daniel Méndez, Jefferson Seide Molléri, Diomidis Spinellis, Miroslaw Staron, Klaas-Jan Stol, Damian A. Tamburri, Marco Torchiano, Christoph Treude, Burak Turhan, and Sira Vegas. 2020. Empirical standards for software engineering research. arXiv preprint arXiv:2010.03525 (2020).
[111]
Paul Ralph, Sebastian Baltes, Gianisa Adisaputri, Richard Torkar, Vladimir Kovalenko, Marcos Kalinowski, Nicole Novielli, Shin Yoo, Xavier Devroey, Xin Tan, Minghui Zhou, Burak Turhan, Rashina Hoda, Hideaki Hata, Gregorio Robles, Amin Milani Fard, and Rana Alkadhi. 2020. Pandemic programming: How COVID-19 affects software developers and how their organizations can help. Empirical Software Engineering 25, 6 (2020), 4927–4961. DOI:
[112]
Diane L. Reynolds, J. R. Garay, S. L. Deamond, Maura K. Moran, W. Gold, and R. Styra. 2008. Understanding, compliance and psychological impact of the SARS quarantine experience. Epidemiology & Infection 136, 7 (2008), 997–1007. DOI:
[113]
Mijke Rhemtulla, Patricia É. Brosseau-Liard, and Victoria Savalei. 2012. When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods 17, 3 (2012), 354. DOI:
[114]
Aric Rindfleisch, Alan J. Malter, Shankar Ganesan, and Christine Moorman. 2008. Cross-sectional versus longitudinal survey research: Concepts, findings, and guidelines. Journal of Marketing Research 45, 3 (2008), 261–279. DOI:
[115]
Daniel Russo, Paul H. P. Hanel, Seraphina Altnickel, and Niels van Berkel. 2021. The daily life of software engineers during the Covid-19 pandemic. In International Conference on Software Engineering. IEEE, 364–373.
[116]
Daniel Russo, Paul H. P. Hanel, Seraphina Altnickel, and Niels van Berkel. 2021. Developers activity satisfaction and performance during the COVID-19 pandemic. arXiv preprint arXiv:2107.07944 (2021).
[117]
Daniel Russo, Paul H. P. Hanel, Seraphina Altnickel, and Niels van Berkel. 2021. Predictors of well-being and productivity among software professionals during the COVID-19 pandemic–a longitudinal study. Empirical Software Engineering 26, 62 (2021), 1–64. DOI:
[118]
Daniel Russo and Klaas-Jan Stol. 2020. Gender differences in personality traits of software engineers. IEEE Transactions on Software Engineering 48, 3 (2020), 16.
[119]
Richard M. Ryan and Edward L. Deci. 2000. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist 55, 1 (2000), 68–78.
[120]
Richard M. Ryan and Edward L. Deci. 2006. Self-regulation and the problem of human autonomy: Does psychology need choice, self-determination, and will? Journal of Personality 74, 6 (2006), 1557–1586.
[121]
Gillian M. Sandstrom and Elizabeth W. Dunn. 2014. Social interactions and well-being: The surprising power of weak ties. Personality and Social Psychology Bulletin 40, 7 (2014), 910–922. DOI:
[122]
Andrew Shatté, Adam Perlman, Brad Smith, and Wendy D. Lynch. 2017. The positive effect of resilience on stress and business outcomes in difficult work environments. Journal of Occupational and Environmental Medicine 59, 2 (2017), 135. DOI:
[123]
Kennon M. Sheldon and Jonathan C. Hilpert. 2012. The balanced measure of psychological needs (BMPN) scale: An alternative domain general measure of need satisfaction. Motivation and Emotion 36, 4 (2012), 439–451. DOI:
[124]
Darja Smite, Emily L. Christensen, Paolo Tell, and Daniel Russo. 2023. The future workplace: Characterizing the spectrum of hybrid work arrangements for software teams. IEEE Software (2023).
[125]
Darja Smite, Nils Brede Moe, Jarle Hildrum, Javier Gonzalez Huerta, and Daniel Mendez. 2023. Work-from-home is here to stay: Call for flexibility in post-pandemic work policies. Journal of Systems and Software 195 (2023), 111552.
[126]
Darja Smite, Anastasiia Tkalich, Nils Brede Moe, Efi Papatheocharous, Eriks Klotins, and Marte Pettersen Buvik. 2022. Changes in perceived productivity of software engineers during COVID-19 pandemic: The voice of evidence. Journal of Systems and Software 186 (2022), 111197.
[127]
Bruce W. Smith, Jeanne Dalen, Kathryn Wiggins, Erin Tooley, Paulette Christopher, and Jennifer Bernard. 2008. The brief resilience scale: Assessing the ability to bounce back. International Journal of Behavioral Medicine 15, 3 (2008), 194–200. DOI:
[128]
Robert L. Spitzer, Kurt Kroenke, Janet B. W. Williams, and Bernd Löwe. 2006. A brief measure for assessing generalized anxiety disorder: the GAD-7. Archives of Internal Medicine 166, 10 (2006), 1092–1097.
[129]
Ginny Sprang and Miriam Silman. 2013. Posttraumatic stress disorder in parents and youth after health-related disasters. Disaster Medicine and Public Health Preparedness 7, 1 (2013), 105–110. DOI:
[130]
Margaret-Anne Storey, Alexey Zagalsky, Fernando Figueira Filho, Leif Singer, and Daniel M. German. 2017. How social and communication channels shape and challenge a participatory culture in software development. IEEE Transactions on Software Engineering 43, 2 (2017), 185–204.
[131]
Andriy A. Struk, Jonathan S. A. Carriere, J. Allan Cheyne, and James Danckert. 2017. A short boredom proneness scale: Development and psychometric properties. Assessment 24, 3 (2017), 346–359. DOI:
[132]
Yohtaro Takano and Eiko Osaka. 2018. Comparing Japan and the United States on individualism/collectivism: A follow-up review. Asian Journal of Social Psychology 21, 4 (2018), 301–316. DOI:
[133]
Rubén Trigueros, José Manuel Aguilar-Parra, Adolfo J. Cangas-Díaz, José M. Fernández-Batanero, Miguel A. Mañas, Víctor B. Arias, and Remedios López-Liria. 2019. The influence of the trainer on the motivation and resilience of sportspeople: A study from the perspective of self-determination theory. PloS One 14, 8 (2019), e0221461. DOI:
[134]
Michele M. Tugade and Barbara L. Fredrickson. 2004. Resilient individuals use positive emotions to bounce back from negative emotional experiences. Journal of Personality and Social Psychology 86, 2 (2004), 320–333.
[135]
Gias Uddin, Omar Alam, and Alexander Serebrenik. 2022. A qualitative study of developers’ discussions of their problems and joys during the early COVID-19 months. Empirical Software Engineering 27, 5 (2022), 1–52.
[136]
Karina Van De Voorde, M. J. P. M. Van Veldhoven, and Jaap Paauwe. 2010. Time precedence in the relationship between organizational climate and organizational performance: A cross-lagged study at the business unit level. The International Journal of Human Resource Management 21, 10 (2010), 1712–1732. DOI:
[137]
Karina Van De Voorde, Marc Van Veldhoven, and Jaap Paauwe. 2014. Relationships between work unit climate and labour productivity in the financial sector: A longitudinal test of the mediating role of work satisfaction. European Journal of Work and Organizational Psychology 23, 2 (2014), 295–309. DOI:
[138]
Anja Van den Broeck, D. Lance Ferris, Chu-Hsiang Chang, and Christopher C. Rosen. 2016. A review of self-determination theory’s basic psychological needs at work. Journal of Management 42, 5 (2016), 1195–1229.
[139]
Ronald P. Vega, Amanda J. Anderson, and Seth A. Kaplan. 2015. A within-person examination of the effects of telework. Journal of Business and Psychology 30, 2 (2015), 313–323. DOI:
[140]
Christiaan Verwijs and Daniel Russo. 2021. A theory of Scrum team effectiveness. arXiv preprint arXiv:2105.12439 (2021).
[141]
VV.AA.2020. The 2020 State of Remote Work. https://lp.buffer.com/state-of-remote-work-2020
[142]
Lina Vyas. 2022. “New normal” at work in a post-COVID world: Work–life balance and labor markets. Policy and Society 41, 1 (2022), 155–167.
[143]
Stefan Wagner and Melanie Ruhe. 2018. A systematic review of productivity factors in software development. arXiv preprint arXiv:1801.06475 (2018).
[144]
Sara Walton, Paula O’Kane, and Diane Ruwhiu. 2020. New Zealanders’ Attitudes Towards Working From Home. Technical Report. University of Otago.
[145]
Netta Weinstein and Richard M. Ryan. 2011. A self-determination theory approach to understanding stress incursion and responses. Stress and Health 27, 1 (2011), 4–17. DOI:
[146]
Robert W. White. 1959. Motivation reconsidered: The concept of competence. Psychological Review 66, 5 (1959), 297–333.
[147]
J. A. Wilken, P. Pordell, B. Goode, R. Jarteh, Z. Miller, B. G. Saygar, L. Maximore, W. M. Borbor, M. Carmue, G. W. Walker, and A. Yeiah. 2017. Knowledge, attitudes, and practices among members of households actively monitored or quarantined to prevent transmission of Ebola Virus Disease — Margibi County, Liberia: February-March 2015. Prehospital and Disaster Medicine 32, 6 (2017), 673–678. DOI:
[148]
Fabienne Wöhner. 2022. Work flexibly, travel less? The impact of telework and flextime on mobility behavior in Switzerland. Journal of Transport Geography 102 (2022), 103390. DOI:
[149]
Despoina Xanthopoulou, Arnold B. Bakker, Evangelia Demerouti, and Wilmar B. Schaufeli. 2009. Reciprocal relationships between job resources, personal resources, and work engagement. Journal of Vocational Behavior 74, 3 (2009), 235–244. DOI:
[150]
Cemal Zehir and Elif Narcıkara. 2016. Effects of resilience on productivity under authentic leadership. Procedia-Social and Behavioral Sciences 235 (2016), 250–258. DOI:

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  • (2024)Understanding Developers Well-being and Productivity: A 2-year Longitudinal Analysis during the COVID-19 Pandemic—RCR ReportACM Transactions on Software Engineering and Methodology10.1145/364033833:3(1-4)Online publication date: 15-Mar-2024

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      cover image ACM Transactions on Software Engineering and Methodology
      ACM Transactions on Software Engineering and Methodology  Volume 33, Issue 3
      March 2024
      943 pages
      EISSN:1557-7392
      DOI:10.1145/3613618
      • Editor:
      • Mauro Pezzé
      Issue’s Table of Contents

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 15 March 2024
      Online AM: 22 December 2023
      Accepted: 16 August 2023
      Revised: 29 June 2023
      Received: 06 December 2022
      Published in TOSEM Volume 33, Issue 3

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      1. COVID-19
      2. longitudinal study
      3. well-being
      4. future of work
      5. IJARS model

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      • (2024)Understanding Developers Well-being and Productivity: A 2-year Longitudinal Analysis during the COVID-19 Pandemic—RCR ReportACM Transactions on Software Engineering and Methodology10.1145/364033833:3(1-4)Online publication date: 15-Mar-2024

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