Reviews and reputation · Dynamic structural analysis using marketplace data
The Value of Reputation in an Online Freelance Marketplace
Yoganarasimhan, H. (2013). Marketing Science, 32(6), 860–891.
Plain-English take
Buyers were forward-looking and placed significant weight on seller reputation. For your marketing: This is a useful model for thinking about how reputation accumulates and affects buyer choice in a digital marketplace.
How much weight to give this
3.0/5 Limited or context-dependent evidence
The 1–5 evidence-check score is a practical reading aid, not a formal peer review or a probability that a conclusion is true. It combines design strength (2 points), sample reporting (1), comparison/control clarity (1), and how much of the paper could be checked (1). Access affects how confidently this directory can assess a study, not the study's underlying quality. Blinding is reported separately because it is not relevant to every design.
This is observational evidence; selection or unmeasured differences may affect the result.
A usable sample size is not stated in the profile's accessible source.
Statistical adjustment is not the same as random assignment; review the controls and assumptions.
An accessible full paper or manuscript is linked, making methods easier to check.
Double-blind? Not applicable in the same way as a participant-treatment experiment.
Research question
What the authors investigated
How do buyers value seller reputations in an online freelance marketplace, accounting for forward-looking behavior and selection?
Design
Dynamic analysis of seller reputation and buyer behavior using marketplace data, with counterfactual simulations to estimate reputation value.
Sample and setting
Data from a leading online freelance marketplace; the publisher abstract does not report sample size.
Reported result
What the study found
Buyers were forward-looking and placed significant weight on seller reputation. The author finds that ignoring dynamics and selection can bias reputation estimates and uses counterfactuals to infer reputation's dollar value.
This is a paraphrase of the source. Check the original paper for definitions, estimates, statistical uncertainty and analysis details.
Scope and transfer
Limitations to keep in view
The abstract omits sample details and stated limitations. Marketplace reputation mechanisms and freelance transactions may not generalize to SaaS reviews.
Possible founder application
A useful model for thinking about how reputation accumulates and affects buyer choice in a digital marketplace. Treat ratings as a long-term asset and account for selection when measuring their value.
Evidence access
Publisher abstract and open author-hosted full text
INFORMS publisher abstract and author-hosted paper retrieved with Firecrawl; dynamic/selection cautions follow the reported abstract.
If only an abstract or metadata was available, the profile is limited to claims supported there. A paper's paywall does not change its evidentiary status, but it limits what we can substantiate from accessible text.