26/05/06 13:55:49.25 2WdceqEx.net
■ Dependence-like Behavioral Patterns Associated with Gig-type Micro Labor:
An Exploratory Mixed-Methods Study Integrating Qualitative Testimonies and Semi-Quantitative Scoring
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Abstract
Background:
Gig-type micro labor has expanded rapidly with the development of digital platforms. While offering flexibility, its behavioral impact on workers remains insufficiently understood. This study explores the emergence of dependence-like behavioral patterns associated with such labor.
Methods:
We conducted an exploratory mixed-methods study using reconstructed qualitative testimonies (n=8) and applied a semi-quantitative scoring system across five domains: anxiety drive, compulsivity, immediate reward dependence, loss of agency, and life intrusion. Thematic analysis was performed to extract common behavioral patterns.
Results:
All cases demonstrated moderate-to-high anxiety drive (≥3/5). Higher scores in loss of agency and life intrusion were observed in older participants. Recurrent patterns included anxiety associated with inactivity, compulsive job-search behavior, and reduced autonomy in decision-making.
Conclusion:
Gig-type micro labor may be associated with reinforcement-driven behavioral patterns resembling dependence. However, findings are exploratory and require validation through large-scale and longitudinal studies.