Li, Xiaolin

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Xiaolin Li is an Assistant Professor of Marketing. She joined the faculty in 2015 upon completion of her PhD degree at the University of Minnesota. Her research interests include:

  • B2B Marketing
  • Salesforce Compensation
  • Marketing Channels
  • Procurement Behavior

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Recent Submissions

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  • Item
    Is Cash King for Sales Compensation Plans? Evidence from a Large-Scale Field Intervention
    (American Marketing Association) Viswanathan, M.; Li, Xiaolin; John, G.; Narasimhan, O.; 0000-0002-3163-022X (Li, X); Li, Xiaolin
    The pervasive use of merchandise (i.e., noncash) incentives in sales compensation plans is an empirical and theoretical puzzle given the supposed superiority of cash incentives in the standard theory (i.e., principal-agent models) as well as the scant, and contradictory empirical evidence. The authors conducted a large-scale field intervention that switched 580 salespeople at a large frozen food manufacturer away from their cash plus "merchandise points" bonus to a commensurate all-cash bonus. After controlling for salesperson, seasonality, year, and target effects, the authors estimate that sales, on average, dropped by 4.36%. Furthermore, they estimated individual level sales changes and effort changes to validate the incentive-effort-sales causal chain. The results show that the top salespeople experienced the largest drops in sales. A post-intervention survey of social and individual difference variables reveals that salespeople from households with less discretionary financial resources and those who think more abstractly about the uses of cash income exhibited smaller reductions in effort and sales. Although the absence of a control group prevents the authors from making strong causal inferences, this set of results nevertheless provides descriptive and suggestive evidence for separate mental accounts as the most promising explanation for the greater utility provided by merchandise incentives.

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