Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request
Published Online:5 May 2021https://doi.org/10.1287/isre.2021.0999
References
- (2016) Agency selling or reselling? Channel structures in electronic retailing. Management Sci. 62(8):2259–2280.Link, Google Scholar
- (1999) Privacy in e-commerce: Examining user scenarios and privacy preferences. EC’99 Proc. 1st ACM Conf. Electronic Commerce (Association for Computing Machinery, New York), 1–8.Google Scholar
- (2015) Privacy and human behavior in the age of information. Science 347(6221):509–514.Crossref, Google Scholar
- (1996) Identification of causal effects using instrumental variables. J. Amer. Statist. Assoc. 91(434):444–455.Crossref, Google Scholar
- (2010) The long-term effect of marketing strategy on brand sales. J. Marketing Res. 47(5):866–882.Crossref, Google Scholar
- (2006) The personalization privacy paradox: An empirical evaluation of information transparency and the willingness to be profiled online for personalization. MIS Quart. 30(1):13–28.Crossref, Google Scholar
- (2008) An exploratory study of the impact of e‐service process on online customer satisfaction. Production Oper. Management 17(1):107–119.Crossref, Google Scholar
- (1994) Short-term vs. long-term interests: Capital structure with multiple investors. Quart. J. Econom. 109(4):1055–1084.Crossref, Google Scholar
- (1998) Constructive consumer choice processes. J. Consumer Res. 25(3):187–217.Crossref, Google Scholar
- (1989) Sales promotion: The long and the short of it. Marketing Lett. 1(1):81–97.Crossref, Google Scholar
- (2015) Personalized online advertising effectiveness: The interplay of what, when, and where. Marketing Sci. 34(5):669–688.Link, Google Scholar
- (2000) A benefit congruency framework of sales promotion effectiveness. J. Marketing 64(4):65–81.Crossref, Google Scholar
- (1994) Price, product information, and purchase intention: An empirical study. J. Acad. Marketing Sci. 22(1):16–27.Crossref, Google Scholar
- (2014) An economic analysis of online advertising using behavioral targeting. MIS Quart. 38(2):429–449.Crossref, Google Scholar
- (2006) An extended privacy calculus model for e-commerce transactions. Inform. Systems Res. 17(1):61–80.Link, Google Scholar
- (2014) Trust, satisfaction, and online repurchase intention: The moderating role of perceived effectiveness of e-commerce institutional mechanisms. MIS Quart. 38(2):407–427.Crossref, Google Scholar
- (2016) Consumers are now doing most of their shopping online. Fortune Magazine (June 8), http://fortune.com/2016/06/08/online-shopping-increases/.Google Scholar
- (2014) Is social network website integration valuable for an online service? A randomized field experiment and archival data analysis. ICIS 2014 Proc. Internat. Conf. Inform. Systems (Association for Information Systems, Atlanta).Google Scholar
- (2003) Trust and TAM in online shopping: An integrated model. MIS Quart. 27(1):51–90.Crossref, Google Scholar
- (2009) An empirical analysis of search engine advertising: Sponsored search in electronic markets. Management Sci. 55(10):1605–1622.Link, Google Scholar
- (2020) Consumer consent and firm targeting after GDPR: The case of a large telecom provider. Working paper, Catolica Lisbon School of Business and Economics, Lisbon, Portugal.Google Scholar
- (2019) Regulating privacy online: An economic evaluation of the GDPR. Preprint, submitted July 18, https://dx.doi.org/10.2139/ssrn.3421731.Google Scholar
- (2011) Online display advertising: Targeting and obtrusiveness. Marketing Sci. 30(3):389–404.Link, Google Scholar
- (2012) Shifts in privacy concerns. Amer. Econom. Rev. 102(3):349–353.Crossref, Google Scholar
- (2009) Symbolic purchase in sport: The roles of self-image congruence and perceived quality. Management Decisions 47(1):85–99.Crossref, Google Scholar
- (2011) Causal mediation analysis. Stata J. 11(4):605–619.Crossref, Google Scholar
- (2017) Examining the mediating roles of cognitive load and performance outcomes in user satisfaction with a website: A field quasi-experiment. MIS Quart. 41(3):975–987.Crossref, Google Scholar
- (2019) Word-of-mouth system implementation and customer conversion: A randomized field experiment. Inform. Systems Res. 30(3):805–818.Link, Google Scholar
- (2010a) A general approach to causal mediation analysis. Psych. Methods 15(4):309–334.Crossref, Google Scholar
- (2010b) Identification, inference and sensitivity analysis for causal mediation effects. Statist. Sci. 25(1):51–71.Crossref, Google Scholar
- (1994) Identification and estimation of local average treatment effects. Econometrica 61(2):467–476.Crossref, Google Scholar
- (2005) The role of relational information processes and technology use in customer relationship management. J. Marketing 69(4):177–192.Crossref, Google Scholar
- (2004) Virtual product experience: Effects of visual and functional control of products on perceived diagnosticity and flow in electronic shopping. J. Management Inform. Systems 21(3):111–147.Crossref, Google Scholar
- (2016) Food for thought: The impact of m-health enabled interventions on eating behavior. Preprint, submitted February 23, https://dx.doi.org/10.2139/ssrn.2736792.Google Scholar
- (2005) Identities management for e-commerce and collaboration applications. Internat. J. Electronic Commerce 9(3):11–29.Crossref, Google Scholar
- (2011) Stuck in the adoption funnel: The effect of interruptions in the adoption process on usage. Marketing Sci. 30(2):355–367.Link, Google Scholar
- (2014) How do firms make money selling digital goods online? Marketing Lett. 25(3):331–341.Crossref, Google Scholar
- (1991) Analysis of clinical trials by treatment actually received: Is it really an option? Stat. Med. 10(10):1595–1605.Crossref, Google Scholar
- (2006) An empirical study of the impact of nonlinear shipping and handling fees on purchase incidence and expenditure decisions. Marketing Sci. 25(1):51–64.Link, Google Scholar
- (2014) Attributing conversions in a multichannel online marketing environment: An empirical model and a field experiment. J. Marketing Res. 51(1):40–56.Crossref, Google Scholar
- (2013) What drives users’ website registration? Preprint, submitted December 20, https://dx.doi.org/10.2139/ssrn.2369444.Google Scholar
- (2019) Platform-based function repetition, reputation, and sales performance of e-marketplace sellers. MIS Quart. 43(1):207–236.Crossref, Google Scholar
- (2008) Focusing on desirability: The effect of decision interruption and suspension on preferences. J. Consumer Res. 35(4):640–652.Crossref, Google Scholar
- (2013) More than words: The influence of affective content and linguistic style matches in online reviews on conversion rates. J. Marketing 77(1):87–103.Crossref, Google Scholar
- (2012) The effectiveness of online shopping characteristics and well-designed websites on satisfaction. MIS Quart. 36(4):1131–1144.Crossref, Google Scholar
- (2019) When and how to leverage e-commerce cart targeting: The relative and moderated effects of scarcity and price incentives with a two-stage field experiment and causal forest optimization. Inform. Systems Res. 30(4):1203–1227.Link, Google Scholar
- (1993) Estimating mediated effects in prevention studies. Eval. Rev. 17(2):144–158.Crossref, Google Scholar
- Malheiros M, Preibusch S (2013) Sign-up or give-up: Exploring user drop-out in web service registration. 9th Symposium on Usable Privacy and Security (SOUPS), (Newcastle, United Kingdom) July 24–26.Google Scholar
- (2007) An integrated model of price, satisfaction and loyalty: An empirical analysis in the service sector. J. Production Brand Management 16(7):459–468.Crossref, Google Scholar
- (2002) Developing and validating trust measures for e-commerce: An integrative typology. Inform. Systems Res. 13(3):334–359.Link, Google Scholar
- (2004) Dynamic conversion behavior at e-commerce sites. Management Sci. 50(3):326–335.Link, Google Scholar
- (2018) Online shopping and website design with ex ante registration requirements. Management Sci. 64(1):360–380.Link, Google Scholar
- (2016) Retargeting ads for shopping cart recovery: Evidence from online field experiments. Preprint, submitted October 5, https://dx.doi.org/10.2139/ssrn.2847631.Google Scholar
- (2012) Handling endogenous regressors by joint estimation using copulas. Marketing Sci. 31(4):567–586.Link, Google Scholar
- (2004) SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behav. Res. Methods Instruments Comput. 36(4):717–731.Crossref, Google Scholar
- (2016) ‘Yes/no/not right now’: Yes/no response formats can increase response rates even in non-forced-choice settings. J. Marketing Res. 53(3):424–432.Crossref, Google Scholar
- (1992) The effect of price promotions on variability in product category sales. Marketing Sci. 11(3):207–220.Link, Google Scholar
- (2002) What attracts customers to online stores, and what keeps them coming back? J. Acad. Marketing Sci. 30(4):465–473.Crossref, Google Scholar
- (2005) Balancing acquisition and retention resources to maximize customer profitability. J. Marketing 69(1):63–79.Crossref, Google Scholar
- (2000) Short-term variations and long-term dynamics in commodity prices. Management Sci. 46(7):893–911.Link, Google Scholar
- (2017) Effect of sponsored listings on online marketplaces: The role of information asymmetry. Preprint, submitted August 4, https://dx.doi.org/10.2139/ssrn.3013468.Google Scholar
- (2020) When loyalty goes mobile: Effects of mobile loyalty apps on purchase, redemption, and competition. Inform. Systems Res. 31(3):835–847.Link, Google Scholar
- (2020) The value of personal data in Internet commerce: A high-stake field experiment on data regulation policy. Preprint, submitted June 3, https://ssrn.com/abstract=3566758.Google Scholar
- (2020) Trade-offs in online advertising: Advertising effectiveness and annoyance dynamics across the purchase funnel. Inform. Systems Res. 31(1):102–125.Link, Google Scholar
- (2011) The effect of online privacy information on purchasing behavior: An experimental study. Inform. Systems Res. 22(2):254–268.Link, Google Scholar
- (2013) Mediation analysis allowing for exposure–mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros. Psych. Methods 18(2):137–150.Crossref, Google Scholar
- (2008) The impact of marketing-induced vs. word-of-mouth customer acquisition on customer equity growth. J. Marketing Res. 45(1):48–59.Crossref, Google Scholar
- (2010) Network externalities and technology use: A quantitative analysis of intraorganizational blogs. J. Management Inform. Systems 27(1):145–174.Crossref, Google Scholar
- (2012) What's in a “name”? Impact of use of customer information in email advertisements. Inform. Systems Res. 23(3-part-1):679–697.Google Scholar
- (2011) Practice Prize Paper: Marketing’s profit impact: Quantifying online and off-line funnel progression. Marketing Sci. 30(4):604–611.Link, Google Scholar
- (2007) E-commerce product recommendation agents: Use, characteristics, and impact. MIS Quart. 31(1):137–209.Crossref, Google Scholar
- (2015) Designing warning messages for detecting biased online product recommendations: An empirical investigation. Inform. Systems Res. 26(4):793–811.Link, Google Scholar
- (2002) Effects of interruptions on consumer online decision processes. J. Consumer Psych. 12(3):265–280.Crossref, Google Scholar
- (2004) An empirical study of online shopping: A service perspective. Internat. J. Services Tech. Management 5(1):1–13.Crossref, Google Scholar
- (2019) Personalized mobile targeting with user engagement stages: Combining a structural hidden Markov model and field experiment. Inform. Systems Res. 30(3):787–804.Link, Google Scholar
- (2018) Linking clicks to bricks: Spillover benefits of email advertising on offline sales. Preprint, submitted May 9, https://dx.doi.org/10.2139/ssrn.3168028.Google Scholar
- (2012) Entry into platform‐based markets. Strategic Management J. 33(1):88–106.Crossref, Google Scholar
- (2010) Let’s shop online together: An empirical investigation of collaborative online shopping support. Inform. Systems Res. 21(4):872–891.Link, Google Scholar

