Product Information Display Optimization with Quality Uncertainty and Returns

Published Online:https://doi.org/10.1287/msom.2024.1147

References

  • Boyacı T, Özer Ö (2010) Information acquisition for capacity planning via pricing and advance selling: When to stop and act? Oper. Res. 58(5):1328–1349.LinkGoogle Scholar
  • Che YK (1996) Customer return policies for experience goods. J. Industrial Econom. 44(1):17–24.CrossrefGoogle Scholar
  • Chen N, Li A, Talluri K (2021) Reviews and self-selection bias with operational implications. Management Sci. 67(12):7472–7492.LinkGoogle Scholar
  • Chou C, Derdenger T, Kumar V (2019) Linear estimation of aggregate dynamic discrete demand for durable goods: Overcoming the curse of dimensionality. Marketing Sci. 38(5):888–909.LinkGoogle Scholar
  • Dai T, Jerath K (2016) Technical note—Impact of inventory on quota-bonus contracts with rent sharing. Oper. Res. 64(1):94–98.LinkGoogle Scholar
  • Davis S, Gerstner E, Hagerty M (1995) Money back guarantees in retailing: Matching products to consumer tastes. J. Retailing 71(1):7–22.CrossrefGoogle Scholar
  • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the em algorithm. J. Roy. Statist. Soc. Ser. B (Methodological) 39(1):1–22.CrossrefGoogle Scholar
  • Dzyabura D, Kihal SE, Hauser JR, Ibragimov M (2023) Leveraging the power of images in managing product return rates. Marketing Sci. 42(6):1125–1142.LinkGoogle Scholar
  • Erdem T, Keane MP, Sun B (2008) A dynamic model of brand choice when price and advertising signal product quality. Marketing Sci. 27(6):1111–1125.LinkGoogle Scholar
  • Ertekin N, Agrawal A (2021) How does a return period policy change affect multichannel retailer profitability? Manufacturing Service Oper. Management 23(1):210–229.LinkGoogle Scholar
  • Gallego G, Wang R (2014) Price optimization and competition for multi-products under the nested logit model with product differentiated price coefficients. Oper. Res. 62(2):450–461.LinkGoogle Scholar
  • Guda H, Yang Y, Li H (2024) Competitive pricing in the presence of manipulable information in online platforms. Working paper, Arizona State University, Tempe.Google Scholar
  • Harris M, Kriebel C, Raviv A (1982) Asymmetric information, incentives and intrafirm resource allocation. Management Sci. 28(6):604–620.LinkGoogle Scholar
  • Hu X, Wan ZX, Murthy NN (2019) Dynamic pricing of limited inventories with product returns. Manufacturing Service Oper. Management 21(3):501–518.LinkGoogle Scholar
  • Ifrach B, Maglaras C, Scarsini M, Zseleva A (2019) Bayesian social learning from consumer reviews. Oper. Res. 67(5):1209–1221.LinkGoogle Scholar
  • Jasin S, Lyu C, Najafi S, Zhang H (2023) Assortment optimization with multi-item basket purchase under multivariate MNL model. Manufacturing Service Oper. Management 26(1):215–232.LinkGoogle Scholar
  • Jerath K, Kim SH, Swinney R (2017) Product quality in a distribution channel with inventory risk. Marketing Sci. 36(5):747–761.LinkGoogle Scholar
  • Li H, Huh WT (2011) Pricing multiple products with the multinomial logit and nested logit models: Concavity and implications. Manufacturing Service Oper. Management 13(4):549–564.LinkGoogle Scholar
  • Li H, Webster S, Yu G (2020) Product design under multinomial logit choices: Optimization of quality and prices in an evolving product line. Manufacturing Service Operation Management 22(5):1011–1025.LinkGoogle Scholar
  • Liu N, Ma Y, Topaloglu H (2020) Assortment optimization under the multinomial logit model with sequential offerings. INFORMS J. Comput. 32(3):835–853.LinkGoogle Scholar
  • Long F, Jerath K, Sarvary M (2022) Designing an online retail marketplace: Leveraging information from sponsored advertising. Marketing Sci. 41(1):115–138.LinkGoogle Scholar
  • Maglaras C, Scarsini M, Shin D, Vaccari S (2022) Product ranking in the presence of social learning. Oper. Res. 71(4):1136–1153.LinkGoogle Scholar
  • McFadden D (1974) Conditional logit analysis of qualitative choice behavior. Zarembka P, ed. Frontiers in Econometrics (Academic Press, New York), 105–142.Google Scholar
  • McLachlan GJ, Krishnan T (2008) The EM Algorithm and Extensions, 2nd ed. (John Wiley & Sons, Hoboken, NJ).CrossrefGoogle Scholar
  • Nageswaran L, Cho SH, Scheller-Wolf A (2020) Consumer return policies in omnichannel operations. Management Sci. 66(12):5558–5575.LinkGoogle Scholar
  • Sahoo N, Dellarocas C, Srinivasan S (2018) The impact of online product reviews on product returns. Inform. Systems Res. 29(3):723–738.LinkGoogle Scholar
  • Shulman JD, Coughlan AT, Savaskan RC (2009) Optimal restocking fees and information provision in an integrated demand-supply model of product returns. Manufacturing Service Oper. Management 11(4):577–594.LinkGoogle Scholar
  • Statista (2024) Global retail e-commerce sales 2014-2027. Accessed February 6, 2024, https://www.statista.com/statistics/379046/worldwide-retail-e-commerce-sales/.Google Scholar
  • Talluri K, van Ryzin G (2004) Revenue management under a general discrete choice model of consumer behavior. Management Sci. 50(1):15–33.LinkGoogle Scholar
  • Vulcano G, van Ryzin G, Ratliff R (2012) Estimating primary demand for substitutable products from sales transaction data. Oper. Res. 60(2):313–334.LinkGoogle Scholar
  • Wagner L, Martinez-de Albeniz V (2020) Pricing and assortment strategies with product exchanges. Oper. Res. 68(2):453–466.AbstractGoogle Scholar
  • Wang R (2021) Discrete choice models and applications in operations management. Tutorials in Operations Research: Emerging Optimization Methods and Modeling Techniques (INFORMS, Cantonsville, MD), 199–226.Google Scholar
  • Wang R, Wang Z (2017) Consumer choice models with endogenous network effects. Management Sci. 63(11):3944–3960.LinkGoogle Scholar
  • Wang R, Ke C, Cui S (2022) Product price, quality, and service decisions under consumer choice models. Manufacturing Service Oper. Management 24(1):430–447.LinkGoogle Scholar
  • Wu J (1983) On the convergence properties of the EM algorithm. Ann. Statist. 11(1):95–103.CrossrefGoogle Scholar
  • Xu Y, Wang Z (2023) Assortment optimization for a multistage choice model. Manufacturing Service Oper. Management 25(5):1748–1764.LinkGoogle Scholar
  • Zhang Y, Chen YJ (2020) Optimal nonlinear pricing in social networks under asymmetric network information. Oper. Res. 68(3):818–833.LinkGoogle Scholar
  • Zhang C, Yu M, Chen J (2022) Signaling quality with return insurance: Theory and empirical evidence. Management Sci. 68(8):5847–5867.LinkGoogle Scholar
  • Zhao X, Atkins DR (2008) Newsvendors under simultaneous price and inventory competition. Manufacturing Service Oper. Management 10(3):539–546.LinkGoogle Scholar
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