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Erschienen in: Information Systems Frontiers 2/2019

09.05.2017

Enhancing mobile data services performance via online reviews

verfasst von: Hua (Jonathan) Ye, Cecil Eng Huang Chua, Jun Sun

Erschienen in: Information Systems Frontiers | Ausgabe 2/2019

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Abstract

The prevalence of portable computational devices like smartphones and tablets has increased the popularity and importance of mobile data services (MDS). However, the flood of new MDS in the market has caused hyper-competition among MDS providers and only a few of them profit. Past studies suggest that online reviews can help MDS providers gain market attention and provide information for improving MDS applications. As a result, MDS providers can leverage reviews to innovate and profit. However, little research has empirically investigated the influences of online reviews on MDS innovation and profitability. This paper studies MDS profitability (popularity) from two angles. We posit that one strategic advantage of certain MDS providers is their ability to rapidly innovate and that innovation inspiration can be derived from reviews ubiquitous in MDS download sites. Our results show that online reviews positively impact MDS popularity directly and indirectly via increasing MDS innovation.

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Fußnoten
1
We employed standard OLS regression on popularity in order to test the mediating effect.
 
Literatur
Zurück zum Zitat Andreassen, T. W., & Streukens, S. (2009). Service innovation and electronic word-of mouth: Is it worth listening to? Managing Service Quality, 19(3), 249–265.CrossRef Andreassen, T. W., & Streukens, S. (2009). Service innovation and electronic word-of mouth: Is it worth listening to? Managing Service Quality, 19(3), 249–265.CrossRef
Zurück zum Zitat Aral, S., Dellarocas, C., & Godes, D. (2013). Social media and business transformation: A framework for research. Information Systems Research, 24(1), 3–13.CrossRef Aral, S., Dellarocas, C., & Godes, D. (2013). Social media and business transformation: A framework for research. Information Systems Research, 24(1), 3–13.CrossRef
Zurück zum Zitat Baron, R. M., & Kenny, D. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.CrossRef Baron, R. M., & Kenny, D. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182.CrossRef
Zurück zum Zitat Berge, J. (2012). Bad reviews can boost sales. Here’s why. Harvard Business Review, 90(1), 28. Berge, J. (2012). Bad reviews can boost sales. Here’s why. Harvard Business Review, 90(1), 28.
Zurück zum Zitat Berry, L., Shankar, V., Parish, J. T., Cadwallader, S., & Dotzel, T. (2006). Creating new markets through service innovation. Sloan Management Review, 47(2), 56–63. Berry, L., Shankar, V., Parish, J. T., Cadwallader, S., & Dotzel, T. (2006). Creating new markets through service innovation. Sloan Management Review, 47(2), 56–63.
Zurück zum Zitat Bland, M. (2000). An introduction to medical statistics, (3rd edition ed.) Oxford medical publications. Bland, M. (2000). An introduction to medical statistics, (3rd edition ed.) Oxford medical publications.
Zurück zum Zitat Boudreau, K. J. (2012). Let a thousand flowers bloom? An early look at large numbers of software app developers and patterns of innovation. Organization Science, 23(5), 1409–1427.CrossRef Boudreau, K. J. (2012). Let a thousand flowers bloom? An early look at large numbers of software app developers and patterns of innovation. Organization Science, 23(5), 1409–1427.CrossRef
Zurück zum Zitat Boudreau, K., & Lakhani, K. R. (2009). How to manage outside innovation. Sloan Management Review, 50(4), 69–76. Boudreau, K., & Lakhani, K. R. (2009). How to manage outside innovation. Sloan Management Review, 50(4), 69–76.
Zurück zum Zitat Burrows, P. 2010. Apple vs. Google: How the battle between Silicon Valley's superstars will shape the future of mobile computing, BusinessWeek). Burrows, P. 2010. Apple vs. Google: How the battle between Silicon Valley's superstars will shape the future of mobile computing, BusinessWeek).
Zurück zum Zitat Cadwallader, S., Jarvis C. B., Bitner, M. J., & Ostrom A. L. (2010). Frontline employee motivation to participate in service innovation implementation. Journal of the Academy Marketing Science, 38, 219–239. Cadwallader, S., Jarvis C. B., Bitner, M. J., & Ostrom A. L. (2010). Frontline employee motivation to participate in service innovation implementation. Journal of the Academy Marketing Science, 38, 219–239.
Zurück zum Zitat Carbonell, P., Rodriguez-Escudero, A. I., & Pujari, D. (2009). Customer involvement in new service development: An examination of antecedents and outcomes. Journal of Product Innovation Management, 26(5), 536–550.CrossRef Carbonell, P., Rodriguez-Escudero, A. I., & Pujari, D. (2009). Customer involvement in new service development: An examination of antecedents and outcomes. Journal of Product Innovation Management, 26(5), 536–550.CrossRef
Zurück zum Zitat Chang, W., & Taylor, S. A. (2016). The effectiveness of customer participation in new product development: A meta-analysis. Journal of Marketing, 80(1), 47–64.CrossRef Chang, W., & Taylor, S. A. (2016). The effectiveness of customer participation in new product development: A meta-analysis. Journal of Marketing, 80(1), 47–64.CrossRef
Zurück zum Zitat Chen, N., Lin, J., Hoi, S., Xiao, X., & Zhang, B. (2014). AR-miner: Mining informative reviews for developers from mobile app marketplace, Proceedings of 36 th International Conference on Software Engineering. India: Hyderabad. Chen, N., Lin, J., Hoi, S., Xiao, X., & Zhang, B. (2014). AR-miner: Mining informative reviews for developers from mobile app marketplace, Proceedings of 36 th International Conference on Software Engineering. India: Hyderabad.
Zurück zum Zitat Chevalier, J. A., & Mayzlin, D. (2006). The effect of word of mouth on sales: Online book reviews. Journal of Marketing Research, 43(3), 345–354.CrossRef Chevalier, J. A., & Mayzlin, D. (2006). The effect of word of mouth on sales: Online book reviews. Journal of Marketing Research, 43(3), 345–354.CrossRef
Zurück zum Zitat Clemons, K. E., Gao, G., & Hitt, L. M. (2006). When online reviews meet hyperdifferentiation: A study of the craft beer industry. Journal of Management Information Systems, 23(2), 149–171.CrossRef Clemons, K. E., Gao, G., & Hitt, L. M. (2006). When online reviews meet hyperdifferentiation: A study of the craft beer industry. Journal of Management Information Systems, 23(2), 149–171.CrossRef
Zurück zum Zitat Das, S. R., & Joshi, M. P. (2012). Process innovativeness and firm performance in technology service firms: The effects of external and internal contingencies. IEEE Transactions on Engineering Management, 59(3), 401–414.CrossRef Das, S. R., & Joshi, M. P. (2012). Process innovativeness and firm performance in technology service firms: The effects of external and internal contingencies. IEEE Transactions on Engineering Management, 59(3), 401–414.CrossRef
Zurück zum Zitat De Vaus, D. (2002). Analyzing social science data: Fifty key problems in data analysis. London: Sage. De Vaus, D. (2002). Analyzing social science data: Fifty key problems in data analysis. London: Sage.
Zurück zum Zitat Di Gangi, P. M., & Wasko, M. (2009). Steal my idea! Organizational adoption of user innovations from a user innovation community: A case study of Dell ideastorm. Decision Support Systems, 48(1), 303–312.CrossRef Di Gangi, P. M., & Wasko, M. (2009). Steal my idea! Organizational adoption of user innovations from a user innovation community: A case study of Dell ideastorm. Decision Support Systems, 48(1), 303–312.CrossRef
Zurück zum Zitat Duan, W., Gu, B., & Whinston, A. B. (2008). Do online reviews matter? An empirical investigation of panel data. Decision Support Systems, 45(4), 1007–1016.CrossRef Duan, W., Gu, B., & Whinston, A. B. (2008). Do online reviews matter? An empirical investigation of panel data. Decision Support Systems, 45(4), 1007–1016.CrossRef
Zurück zum Zitat Eloranta, T. (2016). Online review site data on service innovation. International Journal of E-Services and Mobile Applications, 8(4), 20–34.CrossRef Eloranta, T. (2016). Online review site data on service innovation. International Journal of E-Services and Mobile Applications, 8(4), 20–34.CrossRef
Zurück zum Zitat Eng, C. (2016). iSIM: An integrated design method for commercializing service innovation. Information Systems Frontiers, 18(3), 457–478.CrossRef Eng, C. (2016). iSIM: An integrated design method for commercializing service innovation. Information Systems Frontiers, 18(3), 457–478.CrossRef
Zurück zum Zitat Fang, E. (2008). Customer participation and the trade-off between new product innovativeness and speed to market. Journal of Marketing, 72(4), 90–104.CrossRef Fang, E. (2008). Customer participation and the trade-off between new product innovativeness and speed to market. Journal of Marketing, 72(4), 90–104.CrossRef
Zurück zum Zitat Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7, 117–140.CrossRef Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7, 117–140.CrossRef
Zurück zum Zitat Godes, D., & Mayzlin, D. (2004). Using online conversations to study word of mouth communication. Marketing Science, 23(4), 545–560.CrossRef Godes, D., & Mayzlin, D. (2004). Using online conversations to study word of mouth communication. Marketing Science, 23(4), 545–560.CrossRef
Zurück zum Zitat Greene, W. H. (2003). Econometric analysis. Upper Saddle River: Prentice-Hall. Greene, W. H. (2003). Econometric analysis. Upper Saddle River: Prentice-Hall.
Zurück zum Zitat Gupta, S. (2013). For mobile devices, think apps, not ads. Harvard Business Review, 91(2), 71–75. Gupta, S. (2013). For mobile devices, think apps, not ads. Harvard Business Review, 91(2), 71–75.
Zurück zum Zitat Haluk, D., & James, S. (2016). Emerging service orientations and transformations (SOT). Information Systems Frontiers, 18(3), 407–411.CrossRef Haluk, D., & James, S. (2016). Emerging service orientations and transformations (SOT). Information Systems Frontiers, 18(3), 407–411.CrossRef
Zurück zum Zitat Hong, S., & Tam, K. Y. (2006). Understanding the adoption of multipurpose information appliances: The case of mobile data services. Information Systems Research, 17(2), 162–179.CrossRef Hong, S., & Tam, K. Y. (2006). Understanding the adoption of multipurpose information appliances: The case of mobile data services. Information Systems Research, 17(2), 162–179.CrossRef
Zurück zum Zitat Hong, S., Tam, K. Y., & Kim, J. (2006). Mobile data service fuels the desire for uniqueness. Communications of the ACM, 49(9), 89–94.CrossRef Hong, S., Tam, K. Y., & Kim, J. (2006). Mobile data service fuels the desire for uniqueness. Communications of the ACM, 49(9), 89–94.CrossRef
Zurück zum Zitat Hong, S.-J., Thong, J. Y. L., Moon, J. Y., & Tam, K. Y. (2008). Understanding the behavior of mobile data services consumers. Information Systems Frontiers, 10(4), 431–445.CrossRef Hong, S.-J., Thong, J. Y. L., Moon, J. Y., & Tam, K. Y. (2008). Understanding the behavior of mobile data services consumers. Information Systems Frontiers, 10(4), 431–445.CrossRef
Zurück zum Zitat Hughes, J. (2011). iPhone & iPad apps marketing. Indianapolis, Indiana: QUE Publishing. Hughes, J. (2011). iPhone & iPad apps marketing. Indianapolis, Indiana: QUE Publishing.
Zurück zum Zitat Kankanhalli, A., Ye, H., & Teo, H. H. (2015). Comparing potential and actual innovators: An empirical study of mobile data services innovation. MIS Quarterly, 39(3), 667–682.CrossRef Kankanhalli, A., Ye, H., & Teo, H. H. (2015). Comparing potential and actual innovators: An empirical study of mobile data services innovation. MIS Quarterly, 39(3), 667–682.CrossRef
Zurück zum Zitat Kim, S. (2009). The integrative framework of technology use: An extension and test. MIS Quarterly, 33(3), 513–537.CrossRef Kim, S. (2009). The integrative framework of technology use: An extension and test. MIS Quarterly, 33(3), 513–537.CrossRef
Zurück zum Zitat Kim, B. (2010). An empirical investigation of mobile data service continuance: Incorporating the theory of planned behavior into the expectation-confirmation model. Expert Systems with Applications, 37(10), 7033–7039.CrossRef Kim, B. (2010). An empirical investigation of mobile data service continuance: Incorporating the theory of planned behavior into the expectation-confirmation model. Expert Systems with Applications, 37(10), 7033–7039.CrossRef
Zurück zum Zitat Kim, B., Choi, M., & Han, I. (2009). User behaviors toward mobile data services: The role of perceived fee and prior experience. Expert Systems with Applications, 36(4), 8528–8536.CrossRef Kim, B., Choi, M., & Han, I. (2009). User behaviors toward mobile data services: The role of perceived fee and prior experience. Expert Systems with Applications, 36(4), 8528–8536.CrossRef
Zurück zum Zitat Kim, M., Song, J., & Triche, J. (2015). Toward an integrated framework for innovation in service: A resource-based view and dynamic capabilities approach. Information Systems Frontiers, 17(3), 533–546.CrossRef Kim, M., Song, J., & Triche, J. (2015). Toward an integrated framework for innovation in service: A resource-based view and dynamic capabilities approach. Information Systems Frontiers, 17(3), 533–546.CrossRef
Zurück zum Zitat Lau, A. (2011). Supplier and customer involvement on new product performance: Contextual factors and an empirical test from manufacturer perspective. Industrial Management & Data Systems, 111(6), 910–942.CrossRef Lau, A. (2011). Supplier and customer involvement on new product performance: Contextual factors and an empirical test from manufacturer perspective. Industrial Management & Data Systems, 111(6), 910–942.CrossRef
Zurück zum Zitat Lee, S., Shin, B., & Lee, H. G. (2009). Understanding post-adoption usage of mobile data services: The role of supplier-side variables. Journal of the Association for Information Systems, 10(12), 860–888.CrossRef Lee, S., Shin, B., & Lee, H. G. (2009). Understanding post-adoption usage of mobile data services: The role of supplier-side variables. Journal of the Association for Information Systems, 10(12), 860–888.CrossRef
Zurück zum Zitat Li, X., & Hitt., L. M. (2008). Self-selection and information role of online product reviews. Information Systems Research, 19(4), 456–474.CrossRef Li, X., & Hitt., L. M. (2008). Self-selection and information role of online product reviews. Information Systems Research, 19(4), 456–474.CrossRef
Zurück zum Zitat Li, X., & Hitt, L. M. (2010). Price effects in online product reviews: An analytical model and empirical analysis. MIS Quaterly, 34(4), 809-831 Li, X., & Hitt, L. M. (2010). Price effects in online product reviews: An analytical model and empirical analysis. MIS Quaterly, 34(4), 809-831
Zurück zum Zitat Lu, J., Liu, C., Yu, C. S., & Wang, K. (2008). Determinants of accepting wireless mobile data services in China. Information Management, 45(1), 52–64.CrossRef Lu, J., Liu, C., Yu, C. S., & Wang, K. (2008). Determinants of accepting wireless mobile data services in China. Information Management, 45(1), 52–64.CrossRef
Zurück zum Zitat Magnusson, P. R., Matthing, J., & Kristensson, P. (2003). Managing user involvement in service innovation. Journal of Service Research, 6(2), 111–124.CrossRef Magnusson, P. R., Matthing, J., & Kristensson, P. (2003). Managing user involvement in service innovation. Journal of Service Research, 6(2), 111–124.CrossRef
Zurück zum Zitat Mazmanian, M., Orlikowski, W. J., & Yates, J. Y. (2006). Ubiquitous email: Individual experiences and organizational consequences of BlackBerry use, best paper proceedings of Academy of. Altanta: Management. Mazmanian, M., Orlikowski, W. J., & Yates, J. Y. (2006). Ubiquitous email: Individual experiences and organizational consequences of BlackBerry use, best paper proceedings of Academy of. Altanta: Management.
Zurück zum Zitat Menor, L. J., & Roth, A. V. (2007). New service development competence in retail banking: Construct development and measurement validation. Journal of Operations Management, 25(4), 825–846.CrossRef Menor, L. J., & Roth, A. V. (2007). New service development competence in retail banking: Construct development and measurement validation. Journal of Operations Management, 25(4), 825–846.CrossRef
Zurück zum Zitat Mudambi, S. M., & Schuff, D. (2010). What makes helpful online review? A study of customer reviews on Amazon.com. MIS Quarterly, 34(1), 185–200.CrossRef Mudambi, S. M., & Schuff, D. (2010). What makes helpful online review? A study of customer reviews on Amazon.com. MIS Quarterly, 34(1), 185–200.CrossRef
Zurück zum Zitat Ordanini, A., & Parasuraman, A. (2011). Service innovation viewed through a service dominant logic lens: A conceptual framework and empirical analysis. Journal of Service Research, 14(1), 3–23.CrossRef Ordanini, A., & Parasuraman, A. (2011). Service innovation viewed through a service dominant logic lens: A conceptual framework and empirical analysis. Journal of Service Research, 14(1), 3–23.CrossRef
Zurück zum Zitat Piezunka, H., & Dahlander, L. (2015). Distant search, narrow attention: How crowding alters organizations' filtering of suggestions in crowdsourcing. Academy of Management Journal, 58(3), 856–880.CrossRef Piezunka, H., & Dahlander, L. (2015). Distant search, narrow attention: How crowding alters organizations' filtering of suggestions in crowdsourcing. Academy of Management Journal, 58(3), 856–880.CrossRef
Zurück zum Zitat Riasanow, T., Ye, H., & Goswami, S. (2015). Generating trust in online consumer reviews through signaling: An experimental study. Hawaii International Conference on System Sciences, 48, 3307–3316. Riasanow, T., Ye, H., & Goswami, S. (2015). Generating trust in online consumer reviews through signaling: An experimental study. Hawaii International Conference on System Sciences, 48, 3307–3316.
Zurück zum Zitat Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models. Sociological Methodology, 13, 290–312.CrossRef Sobel, M. E. (1982). Asymptotic confidence intervals for indirect effects in structural equation models. Sociological Methodology, 13, 290–312.CrossRef
Zurück zum Zitat Spence, M. (2002). Signaling in retrospect and the informational structure of markets. American Economic Review, 92, 434–459.CrossRef Spence, M. (2002). Signaling in retrospect and the informational structure of markets. American Economic Review, 92, 434–459.CrossRef
Zurück zum Zitat Yang, X., Wang, J., & Chau, M. (2015). Customer revisit intention to restaurants: Evidence from online reviews. Information Systems Frontiers, 17(3), 645–657.CrossRef Yang, X., Wang, J., & Chau, M. (2015). Customer revisit intention to restaurants: Evidence from online reviews. Information Systems Frontiers, 17(3), 645–657.CrossRef
Zurück zum Zitat Ye, H., & Kankanhalli, A. (2015). Investigating the antecedents of organizational task crowdsourcing. Information Management, 52(1), 98–110.CrossRef Ye, H., & Kankanhalli, A. (2015). Investigating the antecedents of organizational task crowdsourcing. Information Management, 52(1), 98–110.CrossRef
Zurück zum Zitat Ye, H., & Kankanhalli, A. (2017). User service innovation on mobile phone platforms: Investigating impacts of lead userness, toolkit support, and design autonomy, MIS Quarterly, forthcoming. Ye, H., & Kankanhalli, A. (2017). User service innovation on mobile phone platforms: Investigating impacts of lead userness, toolkit support, and design autonomy, MIS Quarterly, forthcoming.
Zurück zum Zitat Ye, H., Kankanhalli, A., Goh, K. Y., & Sun, J. (2011). Investigating value co-creation in innovation of it-enabled services: An empirical study of mobile data services, International Conference on Information Systems. Shanghai, China: AIS. Ye, H., Kankanhalli, A., Goh, K. Y., & Sun, J. (2011). Investigating value co-creation in innovation of it-enabled services: An empirical study of mobile data services, International Conference on Information Systems. Shanghai, China: AIS.
Zurück zum Zitat Ye, H., Blohm, I., Bretschneider, U., Goswami, S., Leimeister, J., & Krcmar, H. (2016). Promoting the quality of user generated ideas in online innovation communities: A knowledge collaboration perspective, International Conference on Information Systems. Ireland: Dublin. Ye, H., Blohm, I., Bretschneider, U., Goswami, S., Leimeister, J., & Krcmar, H. (2016). Promoting the quality of user generated ideas in online innovation communities: A knowledge collaboration perspective, International Conference on Information Systems. Ireland: Dublin.
Zurück zum Zitat Zhu, F., & Zhang, X. (2010). Impact of online consumer reviews on sales: The moderating role of product and consumer characteristics. Journal of Marketing, 74(2), 133–148.CrossRef Zhu, F., & Zhang, X. (2010). Impact of online consumer reviews on sales: The moderating role of product and consumer characteristics. Journal of Marketing, 74(2), 133–148.CrossRef
Metadaten
Titel
Enhancing mobile data services performance via online reviews
verfasst von
Hua (Jonathan) Ye
Cecil Eng Huang Chua
Jun Sun
Publikationsdatum
09.05.2017
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 2/2019
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-017-9763-1

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