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Research Article

Unconventional Work, Conventional Problems: Gig Microtask Work, Inequality, and the Flexibility Mystique

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References

  • Adams-Prassl, Abi. 2020. “The Gender Wage Gap on an Online Labour Market: The Cost of Interruptions.” University of Oxford Department of Economics Department of Economics Discussion Paper Series.
  • Allen, Tammy D., Ryan C. Johnson, Kaitlin M. Kiburz, and Kristen M. Shockley. 2013. “Work–Family Conflict and Flexible Work Arrangements: Deconstructing Flexibility.” Personnel Psychology 66(2): 345–76. doi:10.1111/peps.12012.
  • Allison, Paul D. 1999. Multiple Regression: A Primer. Thousand Oaks, CA: Pine Forge Press.
  • Altenried, Moritz. 2020. “The Platform as Factory: Crowdwork and the Hidden Labour Behind Artificial Intelligence.” Capital & Class 44(2): 145–58. doi:10.1177/0309816819899410.
  • Andagostino, Anthony L. 2018. “A Better ZIP5-County Crosswalk.” Anthony Louis D’Agostino. Retrieved November 12, 2021 (https://anthonylouisdagostino.com/a-better-zip5-county-crosswalk/).
  • Anderson, Monica, Colleen McClain, Michelle Faverio, and Risa Gelles-Watnick. 2021. The State of Gig Work in 2021. Washington, DC: Pew Research Center. https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/.
  • Ashforth, Blake E., Glen E. Kreiner, and Mel Fugate. 2000. “All in a Day’s Work: Boundaries and Micro Role Transitions.” Academy of Management Review 25(3): 472. doi:10.2307/259305.
  • Associated Press. 2020. “Johns Hopkins COVID-19 Case Tracker - Dataset.” Data World. Retrieved November 12, 2021 (https://data.world/associatedpress/johns-hopkins-coronavirus-case-tracker).
  • Badawy, Philip J., and Scott Schieman. 2020. “Controlling or Channeling Demands? How Schedule Control Influences the Link Between Job Pressure and the Work-Family Interface.” Work and Occupations 48(3): 320–52. doi:10.1177/0730888420965650.
  • Berg, Janine. 2015. “Income Security in the On-Demand Economy: Findings and Policy Lessons from a Survey of Crowdworkers.” Comparative Labor Law & Policy Journal 37(3): 543.
  • Berg, Janine, Marianne Furrer, Ellie Harmon, Uma Rani, and M. Six Silberman. 2018. Digital Labour Platforms and the Future of Work. Geneva: International Labour Organisation.
  • Bergman, Mindy E., and Vanessa A. Jean. 2016. “Where Have All the ‘Workers’ Gone? A Critical Analysis of the Unrepresentativeness of Our Samples Relative to the Labor Market in the Industrial–Organizational Psychology Literature.” Industrial and Organizational Psychology 9(1): 84–113. doi:10.1017/iop.2015.70.
  • Bergvall-Kåreborn, Birgitta, and Debra Howcroft. 2014. “Amazon Mechanical Turk and the Commodification of Labour.” New Technology, Work and Employment 29(3): 213–23. doi:10.1111/ntwe.12038.
  • Bureau of Labor Statistics. 2022. “States and Selected Areas: Employment Status of the Civilian Noninstitutional Population, January 1976 to Date, Not Seasonally Adjusted (ZIP).”
  • Cano, Melissa Renau, Ricard Espelt, and Mayo Fuster Morell. 2021. “Flexibility and Freedom for Whom? Precarity, Freedom and Flexibility in On-Demand Food Delivery.” Work Organisation, Labour & Globalisation.
  • Carlson, Dawn S., Joseph G. Grzywacz, and K. Michele Kacmar. 2010. “The Relationship of Schedule Flexibility and Outcomes via the Work-Family Interface.” Journal of Managerial Psychology 25(4): 330–55. doi:10.1108/02683941011035278.
  • Chung, Heejung, and Tanja van der Lippe. 2020. “Flexible Working, Work–Life Balance, and Gender Equality: Introduction.” Social Indicators Research 151(November): 365–81. doi:10.1007/s11205-018-2025-x.
  • Churchill, Brendan, and Lyn Craig. 2019. “Gender in the Gig Economy: Men and Women Using Digital Platforms to Secure Work in Australia.” Journal of Sociology 55(4): 741–61. doi:10.1177/1440783319894060.
  • Clark, Susan Campbell. 2000. “Work/Family Border Theory: A New Theory of Work/Family Balance.” Human Relations 53(6): 747–70. doi:10.1177/0018726700536001.
  • de la Vega, Juan Carlos Alvarez, Marta E. Cecchinato, John Rooksby, and Joseph Newbold. 2023. “Understanding Platform Mediated Work-Life: A Diary Study with Gig Economy Freelancers.” Proceedings of the ACM on Human-Computer Interaction 7(CSCW1): 106:1–:32. doi:10.1145/3579539.
  • Difallah, Djellel, Elena Filatova, and Panos Ipeirotis. 2018. “Demographics and Dynamics of Mechanical Turk Workers.” Pp. 135–43 in Proceedings of the eleventh ACM international conference on web search and data mining. Marina Del Rey, CA: ACM.
  • Dubal, Veena. 2020. “The Time Politics of Home-Based Digital Piecework.” SSRN Electronic Journal. doi:10.2139/ssrn.3649270.
  • Dunn, Michael, Fabian Stephany, Steven Sawyer, Isabel Munoz, Raghav Raheja, Gabrielle Vaccaro, and Vili Lehdonvirta. 2020. “When Motivation Becomes Desperation: Online Freelancing During the COVID-19 Pandemic.” Working Paper. https://doi.org/10.31235/osf.io/67ptf
  • Duxbury, Linda E., and Christopher A. Higgins. 1991. “Gender Differences in Work-Family Conflict.” Journal of Applied Psychology 76(1): 60–74. doi:10.1037/0021-9010.76.1.60.
  • Ford, Michael T., Beth A. Heinen, and Krista L. Langkamer. 2007. “Work and Family Satisfaction and Conflict: A Meta-Analysis of Cross-Domain Relations.” Journal of Applied Psychology 92(1): 57–80. doi:10.1037/0021-9010.92.1.57.
  • Friedan, Betty. 1963. The Feminine Mystique. W. W. Norton & Company.
  • Gajendran, Ravi S., 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 92:1524–41. doi:10.1037/0021-9010.92.6.1524.
  • Gerstel, Naomi, and Dan Clawson. 2018. “Control Over Time: Employers, Workers, and Families Shaping Work Schedules.” Annual Review of Sociology 44(1): 77–97. doi:10.1146/annurev-soc-073117-041400.
  • Glavin, Paul, Alex Bierman, and Scott Schieman. 2021. “Über-Alienated: Powerless and Alone in the Gig Economy.” Work and Occupations 48(4): 399–431. doi:10.1177/07308884211024711.
  • Glavin, Paul, and Scott Schieman. 2022. “Dependency and Hardship in the Gig Economy: The Mental Health Consequences of Platform Work.” Socius: Sociological Research for a Dynamic World 8:23780231221082416. doi:10.1177/23780231221082414.
  • Greenhaus, Jeffrey H., and Nicholas Beutell. 1985. “Sources of Conflict Between Work and Family Roles.” Academy of Management Review 10(1): 77–88. doi:10.2307/258214.
  • Gutek, Barabra A., Sabrina Searle, and Lilian Klepa. 1991. “Rational versus Gender Role Explanations for Work-Family Conflict.” Journal of Applied Psychology 76(4): 560–68. doi:10.1037/0021-9010.76.4.560.
  • Hara, Kotaro, Abigail Adams, Kristy Milland, Saiph Savage, Chris Callison-Burch, and Jeffrey P. Bigham. 2018. “A Data-Driven Analysis of Workers’ Earnings on Amazon Mechanical Turk.” Pp. 1–14 in Proceedings of the 2018 CHI conference on human factors in computing systems, Montreal, Canada.
  • Henly, Julia R., H. Luke Shaefer, and Elaine Waxman. 2006. “Nonstandard Work Schedules: Employer-And Employee-Driven Flexibility in Retail Jobs.” The Social Service Review 80(4): 609–34. doi:10.1086/508478.
  • Hernán, Miguel A., and James M. Robins. 2020. Causal Inference: What If. Boca Raton: Chapman & Hall/CRC.
  • Hill, Jeffrey E., Jenet I. Jacob, Laurie L. Shannon, Robert T. Brennan, Victoria L. Blanchard, and Giuseppe Martinengo. 2008. “Exploring the Relationship of Workplace Flexibility, Gender, and Life Stage to Family-To-Work Conflict, and Stress and Burnout.” Community, Work & Family 11(2): 165–81. doi:10.1080/13668800802027564.
  • Hitlin, Paul. 2016. Research in the Crowdsourcing Age, a Case Study. Washington, DC: Pew Research Center. https://www.pewresearch.org/internet/2016/07/11/research-in-the-crowdsourcing-age-a-case-study/
  • Horowitz, Sara. 2011. “The Freelance Surge is the Industrial Revolution of Our Time.” The Atlantic. Retrieved October 30, 2022 (https://www.theatlantic.com/business/archive/2011/09/the-freelance-surge-is-the-industrial-revolution-of-our-time/244229/).
  • Kalleberg, Arne L. 2018. Precarious Lives: Job Insecurity and Well-Being in Rich Democracies. John Wiley & Sons.
  • Kalleberg, Arne L., and Michael Dunn. 2016. “Good Jobs, Bad Jobs in the Gig Economy.” Perspectives on Work 20 (1–2):10–14.
  • Katz, Lawrence F., and Alan B. Krueger. 2016. “The Rise and Nature of Alternative Work Arrangements in the United States, 1995-2015.” Working Paper. 22667. National Bureau of Economic Research. https://doi.org/10.3386/w22667
  • Kim, Jaeseung, Julia R. Henly, Lonnie M. Golden, and Susan J. Lambert. 2020. “Workplace Flexibility and Worker Well-Being by Gender.” Journal of Marriage & Family 82(3): 892–910. doi:10.1111/jomf.12633.
  • Koustas, Dmitri K. 2019. “What Do Big Data Tell Us About Why People Take Gig Economy Jobs?” Pp. 367–71 in AEA Papers and Proceedings, Atlanta, GA. Vol. 109.
  • Lascau, Laura, Sandy JJ Gould, Duncan P. Brumby, and Anna L. Cox. 2022. “Crowdworkers’ Temporal Flexibility is Being Traded for the Convenience of Requesters Through 19 ‘Invisible Mechanisms’ Employed by Crowdworking Platforms: A Comparative Analysis Study of Nine Platforms.” Pp. 1–8 in CHI Conference on Human Factors in Computing Systems Extended Abstracts, New Orleans, LA.
  • Lehdonvirta, Vili. 2018. “Flexibility in the Gig Economy: Managing Time on Three Online Piecework Platforms.” New Technology, Work and Employment 33(1): 13–29. doi:10.1111/ntwe.12102.
  • Lyness, Karen S., Janet C. Gornick, Pamela Stone, and Angela R. Grotto. 2012. “It’s All About Control: Worker Control Over Schedule and Hours in Cross-National Context.” American Sociological Review 77(6): 1023–49. doi:10.1177/0003122412465331.
  • Mai, Quan D., Lijun Song, and Rachel Donnelly. 2023. “Precarious Employment and Well-Being: Insights from the COVID-19 Pandemic.” Work and Occupations 50(1): 3–21. doi:10.1177/07308884221143063.
  • Manyika, James, Susan Lund, Jacques Bughin, Kelsey Robinson, Jan Mischke, and Deepa Mahajan. 2016. “Independent Work: Choice, Necessity, and the Gig Economy.” McKinsey Global Institute 2016:1–16.
  • Mervosh, Sarah, Denise Lu, and Vanessa Swales. 2020. “See Which States and Cities Have Told Residents to Stay at Home.” The New York Times, March 24.
  • Metten, Marie-Astrid, Nathalie Costet, Luc Multigner, Jean-François Viel, and Guillaume Chauvet. 2022. “Inverse Probability Weighting to Handle Attrition in Cohort Studies: Some Guidance and a Call for Caution.” BMC Medical Research Methodology 22(1): 45. doi:10.1186/s12874-022-01533-9.
  • Michel, Jesse S., Lindsey M. Kotrba, Jacqueline K. Mitchelson, Malissa A. Clark, and Boris B. Baltes. 2011. “Antecedents of Work–Family Conflict: A Meta-Analytic Review.” Journal of Organizational Behavior 32(5): 689–725. doi:10.1002/job.695.
  • Minnotte, Krista Lynn, and Deniz Yucel. 2018. “Work–Family Conflict, Job Insecurity, and Health Outcomes Among U.S. Workers.” Social Indicators Research 139(2): 517–40. doi:10.1007/s11205-017-1716-z.
  • Moen, Phyllis, and Patricia V. Roehling. 2005. The Career Mystique: Cracks in the American Dream. New York: Rowman & Littlefield.
  • Moss, Aaron J., Cheskie Rosenzweig, Jonathan Robinson, Shalom Noach Jaffe, and Leib Litman. 2020. “Is It Ethical to Use Mechanical Turk for Behavioral Research? Relevant Data from a Representative Survey of MTurk Participants and Wages.” Preprint. PsyArxiv. doi:10.31234/osf.io/jbc9d.
  • Offer, Shira, and Barbara Schneider. 2011. “Revisiting the Gender Gap in Time-Use Patterns: Multitasking and Well-Being Among Mothers and Fathers in Dual-Earner Families.” American Sociological Review 76(6): 809–33. doi:10.1177/0003122411425170.
  • Ollo-López, Andrea, and Salomé Goñi-Legaz. 2017. “Differences in Work–Family Conflict: Which Individual and National Factors Explain Them?” The International Journal of Human Resource Management 28(3): 499–525. doi:10.1080/09585192.2015.1118141.
  • Pak, Sunjin, Amit Kramer, Yin Lee, and Ki‐Jung Kim. 2022. “The Impact of Work Hours on Work‐To‐Family Enrichment and Conflict Through Energy Processes: A Meta‐Analysis.” Journal of Organizational Behavior 43(4): 709–43. doi:10.1002/job.2595.
  • Pedulla, David S., and Sarah Thébaud. 2015. “Can We Finish the Revolution? Gender, Work-Family Ideals, and Institutional Constraint.” American Sociological Review 80(1): 116–39. doi:10.1177/0003122414564008.
  • Perry-Jenkins, Maureen, and Naomi Gerstel. 2020. “Work and Family in the Second Decade of the 21st Century.” Journal of Marriage & Family 82(1): 420–53. doi:10.1111/jomf.12636.
  • Ravenelle, Alexandrea J. 2019. Hustle and Gig: Struggling and Surviving in the Sharing Economy. Berkeley, CA: University of California Press.
  • Robinson, JonathanCheskie Rosenzweig, Aaron J. Moss, and Leib Litman. 2019. “Tapped Out or Barely Tapped? Recommendations for How to Harness the Vast and Largely Unused Potential of the Mechanical Turk Participant Pool Edited by F. Sudzina.” PLoS ONE 14(12): e0226394. doi:10.1371/journal.pone.0226394.
  • Sayer, Liana C. 2016. “Trends in Women’s and Men’s Time Use, 1965–2012: Back to the Future?” Pp. 43–77 in Gender and Couple Relationships. Springer.
  • Schieman, Scott, Philip J. Badawy, Melissa A. Milkie, and Alex Bierman. 2021. “Work-Life Conflict During the COVID-19 Pandemic.” Socius: Sociological Research for a Dynamic World 7:237802312098285. doi:10.1177/2378023120982856.
  • Schieman, Scott, and Paul Glavin. 2017. “Ironic Flexibility: When Normative Role Blurring Undermines the Benefits of Schedule Control.” The Sociological Quarterly 58(1): 51–71. doi:10.1080/00380253.2016.1246905.
  • Schieman, Scott, Paul Glavin, and Melissa A. Milkie. 2009. “When Work Interferes with Life: Work-Nonwork Interference and the Influence of Work-Related Demands and Resources.” American Sociological Review 74(6): 966–88. doi:10.1177/000312240907400606.
  • Schieman, Scott, and Marisa Young. 2010. “Is There a Downside to Schedule Control for the Work-Family Interface?” Journal of Family Issues 31(10): 1391–414. doi:10.1177/0192513X10361866.
  • Schneider, Daniel, and Kristen Harknett. 2019. “Consequences of Routine Work-Schedule Instability for Worker Health and Well-Being.” American Sociological Review 84(1): 82–114. doi:10.1177/0003122418823184.
  • Schor, Juliet. 2021. After the Gig: How the Sharing Economy Got Hijacked and How to Win It Back. Berkeley, CA: Univ of California Press.
  • Schor, Juliet B., William Attwood-Charles, Mehmet Cansoy, Isak Ladegaard, and Robert Wengronowitz. 2020. “Dependence and Precarity in the Platform Economy.” Theory & Society 49(5): 833–61. doi:10.1007/s11186-020-09408-y.
  • Shockley, Kristen M., Winny Shen, Michael M. DeNunzio, Maryana L. Arvan, and Eric A. Knudsen. 2017. “Disentangling the Relationship Between Gender and Work–Family Conflict: An Integration of Theoretical Perspectives Using Meta-Analytic Methods.” Journal of Applied Psychology 102(12): 1601–35. doi:10.1037/apl0000246.
  • Spreitzer, Gretchen M., Lindsey Cameron, and Lyndon Garrett. 2017. “Alternative Work Arrangements: Two Images of the New World of Work.” Annual Review of Organizational Psychology & Organizational Behavior 4(1): 473–99. doi:10.1146/annurev-orgpsych-032516-113332.
  • Statista. 2022. “U.S. Economy: Importance of Work-Life Balance in 2018.” Statista. Retrieved August 23, 2023 (https://www.statista.com/statistics/916521/us-economy-importance-work-life-balance/).
  • Taiji, Riley, and Melinda C. Mills. 2020. “Non-Standard Schedules, Work–Family Conflict, and the Moderating Role of National Labour Context: Evidence from 32 European Countries.” European Sociological Review 36(2): 179–97. doi:10.1093/esr/jcz048.
  • Townsend, Nicholas. 2002. Package Deal: Marriage, Work and Fatherhood in Men’s Lives. Philadelphia, PA: Temple University Press.
  • Toxtli, Carlos, Siddharth Suri, and Saiph Savage. 2021. “Quantifying the Invisible Labor in Crowd Work.” Proceedings of the ACM on Human-Computer Interaction 5(CSCW2): 1–26. doi:10.1145/3476060.
  • Underwood, Brian. 2021. “Story from Ascend Agency: Why More People are Choosing the Gig Economy.” USA Today. Retrieved October 30, 2022 (https://www.usatoday.com/story/sponsor-story/ascend-agency/2021/09/01/why-more-people-choosing-gig-economy/5650195001/).
  • Wang, Senhu, Lambert Zixin Li, and Adam Coutts. 2022. “National Survey of Mental Health and Life Satisfaction of Gig Workers: The Role of Loneliness and Financial Precarity.” British Medical Journal Open 12(12): e066389. doi:10.1136/bmjopen-2022-066389.
  • Warren, Tracey. 2021. “Work–Life Balance and Gig Work: ‘where are We Now’and ‘Where to Next’with the Work–Life Balance Agenda?” Journal of Industrial Relations 63(4): 522–45. doi:10.1177/00221856211007161.
  • Watson, Gwendolyn Paige, Lauren D. Kistler, Baylor A. Graham, and Robert R. Sinclair. 2021. “Looking at the Gig Picture: Defining Gig Work and Explaining Profile Differences in Gig Workers’ Job Demands and Resources.” Group & Organization Management 46(2): 327–61. doi:10.1177/1059601121996548.
  • Williams, Joan C. 2010. Reshaping the Work-Family Debate: Why Men and Class Matter. Cambridge, MA: Harvard University Press.
  • Williams, Joan C., and Heather Boushey. 2010. The Three Faces of Work-Family Conflict: The Poor, the Professional, and the Missing Middle. Report. Washington DC: Center for American Progress.
  • Williams, Alex C., Gloria Mark, Kristy Milland, Edward Lank, and Edith Law. 2019. “The Perpetual Work Life of Crowdworkers: How Tooling Practices Increase Fragmentation in Crowdwork.” Proceedings of the ACM on Human-Computer Interaction 3(CSCW): 1–28. doi:10.1145/3359126.
  • Wood, Alex J., Mark Graham, Vili Lehdonvirta, and Isis Hjorth. 2019. “Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy.” Work, Employment and Society 33(1): 56–75. doi:10.1177/0950017018785616.
  • Yin, Ming, Siddharth Suri, and Mary L. Gray. 2018. “Running Out of Time: The Impact and Value of Flexibility in On-Demand Crowdwork.” Pp. 1–11 in Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. Montreal QC Canada: ACM.
  • Yucel, Deniz, and Lea-Sophie Borgmann. 2021. “Work–Family Conflict and Depressive Symptoms Among Dual-Earner Couples in Germany: A Dyadic and Longitudinal Analysis.” Social Science Research 104:102684. doi:10.1016/j.ssresearch.2021.102684.

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