IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v175y2022ics0040162521008209.html
   My bibliography  Save this article

Solver engagement in online crowdsourcing communities: The roles of perceived interactivity, relationship quality and psychological ownership

Author

Listed:
  • Shi, Xiaoxiao
  • Evans, Richard
  • Shan, Wei

Abstract

Crowdsourcing has attracted significant attention from organizations seeking to capture new ideas and solutions, finance new projects, and obtain market feedback about product concepts. The success of online crowdsourcing communities relies on the engagement of solvers that participate in crowdsourcing activities. In line with the Stimulus-Organism-Response (S-O-R) model, this study aims to examine the relationships between the dimensions of perceived interactivity, relationship quality, psychological ownership, and solver engagement. The resulting relationships are examined using both symmetric (PLS-SEM) and asymmetric (fsQCA) approaches, applying survey data from 423 active solvers on two online crowdsourcing communities, Epwk.com and Zbj.com. PLS-SEM identified that high levels of perceived interactivity increased relationship quality. In contrast, the influence of perceived responsiveness on psychological ownership was not statistically significant. Finally, relationship quality and psychological ownership significantly influences solver engagement. The fsQCA results reinforced the PLS-SEM findings and revealed five alternative causal configurations that are sufficient for higher levels of solver engagement.

Suggested Citation

  • Shi, Xiaoxiao & Evans, Richard & Shan, Wei, 2022. "Solver engagement in online crowdsourcing communities: The roles of perceived interactivity, relationship quality and psychological ownership," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  • Handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521008209
    DOI: 10.1016/j.techfore.2021.121389
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162521008209
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2021.121389?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Wu, Linwan, 2019. "Website interactivity may compensate for consumers’ reduced control in E-Commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 253-266.
    2. Fang, Jiaming & Shao, Yunfei & Wen, Chao, 2016. "Transactional quality, relational quality, and consumer e-loyalty: Evidence from SEM and fsQCA," International Journal of Information Management, Elsevier, vol. 36(6), pages 1205-1217.
    3. repec:oup:jconrs:v:47:y:2021:i:5:p:698-715. is not listed on IDEAS
    4. Garcia Martinez, Marian, 2015. "Solver engagement in knowledge sharing in crowdsourcing communities: Exploring the link to creativity," Research Policy, Elsevier, vol. 44(8), pages 1419-1430.
    5. Nadeem, Waqar & Juntunen, Mari & Shirazi, Farid & Hajli, Nick, 2020. "Consumers’ value co-creation in sharing economy: The role of social support, consumers’ ethical perceptions and relationship quality," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    6. Ganter, Alois & Hecker, Achim, 2014. "Configurational paths to organizational innovation: qualitative comparative analyses of antecedents and contingencies," Journal of Business Research, Elsevier, vol. 67(6), pages 1285-1292.
    7. Wilmar Schaufeli & Marisa Salanova & Vicente González-romá & Arnold Bakker, 2002. "The Measurement of Engagement and Burnout: A Two Sample Confirmatory Factor Analytic Approach," Journal of Happiness Studies, Springer, vol. 3(1), pages 71-92, March.
    8. Hashim, Kamarul Faizal & Tan, Felix B., 2015. "The mediating role of trust and commitment on members’ continuous knowledge sharing intention: A commitment-trust theory perspective," International Journal of Information Management, Elsevier, vol. 35(2), pages 145-151.
    9. Kaya, Bahar & Abubakar, A. Mohammed & Behravesh, Elaheh & Yildiz, Harun & Mert, Ibrahim Sani, 2020. "Antecedents of innovative performance: Findings from PLS-SEM and fuzzy sets (fsQCA)," Journal of Business Research, Elsevier, vol. 114(C), pages 278-289.
    10. Hung-Pin Shih & Echo Huang, 2014. "Influences of Web interactivity and social identity and bonds on the quality of online discussion in a virtual community," Information Systems Frontiers, Springer, vol. 16(4), pages 627-641, September.
    11. Liao, Junyun & Huang, Minxue & Xiao, Bangming, 2017. "Promoting continual member participation in firm-hosted online brand communities: An organizational socialization approach," Journal of Business Research, Elsevier, vol. 71(C), pages 92-101.
    12. Ali, Murad & Seny Kan, Konan Anderson & Sarstedt, Marko, 2016. "Direct and configurational paths of absorptive capacity and organizational innovation to successful organizational performance," Journal of Business Research, Elsevier, vol. 69(11), pages 5317-5323.
    13. Calabuig, Ferran & Prado-Gascó, Vicente & Núñez-Pomar, Juan & Crespo-Hervás, Josep, 2021. "The role of the brand in perceived service performance: Moderating effects and configurational approach in professional football," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    14. R. Chumpitaz & N. Paparoidamis, 2007. "Service quality, relationship satisfaction, trust, commitment, and business-to-business loyalty," Post-Print hal-00199063, HAL.
    15. Kamboj, Shampy & Sarmah, Bijoylaxmi & Gupta, Shivam & Dwivedi, Yogesh, 2018. "Examining branding co-creation in brand communities on social media: Applying the paradigm of Stimulus-Organism-Response," International Journal of Information Management, Elsevier, vol. 39(C), pages 169-185.
    16. Liu, Yuping, 2003. "Developing a Scale to Measure the Interactivity of Websites," Journal of Advertising Research, Cambridge University Press, vol. 43(2), pages 207-216, June.
    17. Chan, Kimmy Wa & Li, Stella Yiyan & Zhu, John Jianjun, 2015. "Fostering Customer Ideation in Crowdsourcing Community: The Role of Peer-to-peer and Peer-to-firm Interactions," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 42-62.
    18. Baer, Markus & Brown, Graham, 2012. "Blind in one eye: How psychological ownership of ideas affects the types of suggestions people adopt," Organizational Behavior and Human Decision Processes, Elsevier, vol. 118(1), pages 60-71.
    19. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    20. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, September.
    21. Jake Hoskins & Shyam Gopinath & J. Cameron Verhaal & Elham Yazdani, 2021. "The influence of the online community, professional critics, and location similarity on review ratings for niche and mainstream brands," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1065-1087, November.
    22. Linda D. Hollebeek & Rajendra K. Srivastava & Tom Chen, 2019. "S-D logic–informed customer engagement: integrative framework, revised fundamental propositions, and application to CRM," Journal of the Academy of Marketing Science, Springer, vol. 47(1), pages 161-185, January.
    23. Pittino, Daniel & Barroso Martínez, Ascensión & Chirico, Francesco & Sanguino Galván, Ramón, 2018. "Psychological ownership, knowledge sharing and entrepreneurial orientation in family firms: The moderating role of governance heterogeneity," Journal of Business Research, Elsevier, vol. 84(C), pages 312-326.
    24. Ramos, Hazel Melanie & Man, Thomas Wing Yan & Mustafa, Michael & Ng, Zuie Zuie, 2014. "Psychological ownership in small family firms: Family and non-family employees’ work attitudes and behaviours," Journal of Family Business Strategy, Elsevier, vol. 5(3), pages 300-311.
    25. Joel Mero (Järvinen), 2018. "The effects of two-way communication and chat service usage on consumer attitudes in the e-commerce retailing sector," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(2), pages 205-217, May.
    26. Wang, Dianwen & Yang, Zhilin & Ding, Zhihua, 2019. "Is Sociability or Interactivity more Effective for Enhancing Performance? Findings from a Massively Multiplayer Online Role-Playing Game," Journal of Interactive Marketing, Elsevier, vol. 48(C), pages 106-119.
    27. Kimmy Wa Chan & Stella Yiyan Li & Jian Ni & John JianJun Zhu, 2021. "What Feedback Matters? The Role of Experience in Motivating Crowdsourcing Innovation," Production and Operations Management, Production and Operations Management Society, vol. 30(1), pages 103-126, January.
    28. Nadeem, Waqar & Tan, Teck Ming & Tajvidi, Mina & Hajli, Nick, 2021. "How do experiences enhance brand relationship performance and value co-creation in social commerce? The role of consumer engagement and self brand-connection," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    29. Richard P. Bagozzi, 1983. "A Holistic Methodology for Modeling Consumer Response to Innovation," Operations Research, INFORMS, vol. 31(1), pages 128-176, February.
    30. Woodside, Arch G., 2014. "Embrace•perform•model: Complexity theory, contrarian case analysis, and multiple realities," Journal of Business Research, Elsevier, vol. 67(12), pages 2495-2503.
    31. Afonso, Carolina & Silva, Graça Miranda & Gonçalves, Helena Martins & Duarte, Margarida, 2018. "The role of motivations and involvement in wine tourists' intention to return: SEM and fsQCA findings," Journal of Business Research, Elsevier, vol. 89(C), pages 313-321.
    32. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
    33. Daniella Laureiro-Martínez & Stefano Brusoni & Nicola Canessa & Maurizio Zollo, 2015. "Understanding the exploration–exploitation dilemma: An fMRI study of attention control and decision-making performance," Strategic Management Journal, Wiley Blackwell, vol. 36(3), pages 319-338, March.
    34. Renard, Damien & Davis, Joseph G., 2019. "Social interdependence on crowdsourcing platforms," Journal of Business Research, Elsevier, vol. 103(C), pages 186-194.
    35. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    36. Karan Girotra & Christian Terwiesch & Karl T. Ulrich, 2010. "Idea Generation and the Quality of the Best Idea," Management Science, INFORMS, vol. 56(4), pages 591-605, April.
    37. Tho, Nguyen Dinh & Trang, Nguyen Thi Mai, 2015. "Can knowledge be transferred from business schools to business organizations through in-service training students? SEM and fsQCA findings," Journal of Business Research, Elsevier, vol. 68(6), pages 1332-1340.
    38. Kokshagina, Olga & Gillier, Thomas & Cogez, Patrick & Le Masson, Pascal & Weil, Benoit, 2017. "Using innovation contests to promote the development of generic technologies," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 152-164.
    39. Itani, Omar S. & El Haddad, Rania & Kalra, Ashish, 2020. "Exploring the role of extrovert-introvert customers’ personality prototype as a driver of customer engagement: Does relationship duration matter?," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    40. Pirkkalainen, Henri & Pawlowski, Jan M. & Bick, Markus & Tannhäuser, Anne-Christin, 2018. "Engaging in knowledge exchange: The instrumental psychological ownership in open innovation communities," International Journal of Information Management, Elsevier, vol. 38(1), pages 277-287.
    41. Kim, Juran & Lee, Ki Hoon, 2019. "Influence of integration on interactivity in social media luxury brand communities," Journal of Business Research, Elsevier, vol. 99(C), pages 422-429.
    42. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    43. Lars Bo Jeppesen & Karim R. Lakhani, 2010. "Marginality and Problem-Solving Effectiveness in Broadcast Search," Organization Science, INFORMS, vol. 21(5), pages 1016-1033, October.
    44. Yang, Mu & Han, Chunjia, 2021. "Stimulating innovation: Managing peer interaction for idea generation on digital innovation platforms," Journal of Business Research, Elsevier, vol. 125(C), pages 456-465.
    45. Zhu, Hangzi & Kock, Alexander & Wentker, Marc & Leker, Jens, 2019. "How Does Online Interaction Affect Idea Quality? The Effect of Feedback in Firm-internal Idea Competitions," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 118973, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    46. Kang, Kai & Lu, Jinxuan & Guo, Lingyun & Li, Wenlu, 2021. "The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms," International Journal of Information Management, Elsevier, vol. 56(C).
    47. Olga Kokshagina & Thomas Gillier & Patrick Cogez & Pascal Le Masson & Benoit Weil, 2017. "Using innovation contests to promote the development of generic technologies," Post-Print hal-01357051, HAL.
    48. Habibi, Mohammad Reza & Laroche, Michel & Richard, Marie-Odile, 2014. "Brand communities based in social media: How unique are they? Evidence from two exemplary brand communities," International Journal of Information Management, Elsevier, vol. 34(2), pages 123-132.
    49. Emilie Ruiz & Sébastien Brion & Guy Parmentier, 2020. "Absorbing knowledge in the digital age: the key role of integration mechanisms in the context of crowdsourcing for innovation," Post-Print hal-01935104, HAL.
    50. Ye, Ben Haobin & Barreda, Albert A. & Okumus, Fevzi & Nusair, Khaldoon, 2019. "Website interactivity and brand development of online travel agencies in China: The moderating role of age," Journal of Business Research, Elsevier, vol. 99(C), pages 382-389.
    51. Eigenraam, Anniek W. & Eelen, Jiska & Verlegh, Peeter W.J., 2021. "Let Me Entertain You? The Importance of Authenticity in Online Customer Engagement," Journal of Interactive Marketing, Elsevier, vol. 54(C), pages 53-68.
    52. Anita Pansari & V. Kumar, 2017. "Customer engagement: the construct, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 294-311, May.
    53. Pollok, Patrick & Lüttgens, Dirk & Piller, Frank T., 2019. "Attracting solutions in crowdsourcing contests: The role of knowledge distance, identity disclosure, and seeker status," Research Policy, Elsevier, vol. 48(1), pages 98-114.
    54. Sheng, Jie, 2019. "Being Active in Online Communications: Firm Responsiveness and Customer Engagement Behaviour," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 40-51.
    55. Olga Kokshagina & Thomas Gillier & Patrick Cogez & Pascal Le Masson & Benoit Weil, 2017. "Using innovation contests to promote the development of generic technologies," Grenoble Ecole de Management (Post-Print) hal-01357051, HAL.
    56. Garcia Martinez, Marian, 2017. "Inspiring crowdsourcing communities to create novel solutions: Competition design and the mediating role of trust," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 296-304.
    57. Julia Troll & Ivo Blohm & Jan Marco Leimeister, 2019. "Why Incorporating a Platform-Intermediary can Increase Crowdsourcees’ Engagement," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(4), pages 433-450, August.
    58. repec:ucp:bkecon:9780226316529 is not listed on IDEAS
    59. Viglia, Giampaolo & Pera, Rebecca & Bigné, Enrique, 2018. "The determinants of stakeholder engagement in digital platforms," Journal of Business Research, Elsevier, vol. 89(C), pages 404-410.
    60. Park, Minjung & Yoo, Jungmin, 2020. "Effects of perceived interactivity of augmented reality on consumer responses: A mental imagery perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    61. Kumar, Jitender, 2019. "How psychological ownership stimulates participation in online brand communities? The moderating role of member type," Journal of Business Research, Elsevier, vol. 105(C), pages 243-257.
    62. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    63. Luo, Nuan & Wang, Yu & Zhang, Mingli & Niu, Tao & Tu, Jianbo, 2020. "Integrating community and e-commerce to build a trusted online second-hand platform: Based on the perspective of social capital," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    64. Bawack, Ransome Epie & Wamba, Samuel Fosso & Carillo, Kevin Daniel André, 2021. "Exploring the role of personality, trust, and privacy in customer experience performance during voice shopping: Evidence from SEM and fuzzy set qualitative comparative analysis," International Journal of Information Management, Elsevier, vol. 58(C).
    65. Brodie, Roderick J. & Ilic, Ana & Juric, Biljana & Hollebeek, Linda, 2013. "Consumer engagement in a virtual brand community: An exploratory analysis," Journal of Business Research, Elsevier, vol. 66(1), pages 105-114.
    66. Mollen, Anne & Wilson, Hugh, 2010. "Engagement, telepresence and interactivity in online consumer experience: Reconciling scholastic and managerial perspectives," Journal of Business Research, Elsevier, vol. 63(9-10), pages 919-925, September.
    67. Zhu, Dong Hong & Sun, Hui & Chang, Ya Ping, 2016. "Effect of social support on customer satisfaction and citizenship behavior in online brand communities: The moderating role of support source," Journal of Retailing and Consumer Services, Elsevier, vol. 31(C), pages 287-293.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Jialing & Wei, Jiang & Liu, Yang & Jin, Duo, 2022. "How to channel knowledge coproduction behavior in an online community: Combining machine learning and narrative analysis," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    2. Kang, Weiyao & Shao, Bingjia, 2023. "The impact of voice assistants’ intelligent attributes on consumer well-being: Findings from PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    3. Wang, Nan & Wang, Liya & Ma, Zhenzhong & Wang, Shouyang, 2022. "From knowledge seeking to knowledge contribution: A social capital perspective on knowledge sharing behaviors in online Q&A communities," Technological Forecasting and Social Change, Elsevier, vol. 182(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ho, Xuan Huong & Nguyen, Dong Phong & Cheng, Julian Ming Sung & Le, Angelina Nhat Hanh, 2022. "Customer engagement in the context of retail mobile apps: A contingency model integrating spatial presence experience and its drivers," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    2. Deichmann, Dirk & Gillier, Thomas & Tonellato, Marco, 2021. "Getting on board with new ideas: An analysis of idea commitments on a crowdsourcing platform," Research Policy, Elsevier, vol. 50(9).
    3. Viglia, Giampaolo & Pera, Rebecca & Bigné, Enrique, 2018. "The determinants of stakeholder engagement in digital platforms," Journal of Business Research, Elsevier, vol. 89(C), pages 404-410.
    4. Piazza, Mariangela & Mazzola, Erica & Perrone, Giovanni, 2022. "How can I signal my quality to emerge from the crowd? A study in the crowdsourcing context," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    5. Gligor, David & Bozkurt, Siddik, 2020. "FsQCA versus regression: The context of customer engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    6. Rahman, Muhammad Sabbir & Bag, Surajit & Hossain, Md Afnan & Abdel Fattah, Fadi Abdel Muniem & Gani, Mohammad Osman & Rana, Nripendra P., 2023. "The new wave of AI-powered luxury brands online shopping experience: The role of digital multisensory cues and customers’ engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    7. Arghashi, Vahideh & Yuksel, Cenk Arsun, 2022. "Interactivity, Inspiration, and Perceived Usefulness! How retailers’ AR-apps improve consumer engagement through flow," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    8. Yan, Ying & Chen, Hongquan & Shao, Bingjia & Lei, Yuanyang, 2023. "How IT affordances influence customer engagement in live streaming commerce? A dual-stage analysis of PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    9. Hollebeek, Linda D. & Clark, Moira K. & Andreassen, Tor W. & Sigurdsson, Valdimar & Smith, Dale, 2020. "Virtual reality through the customer journey: Framework and propositions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    10. Franzò, Simone & Doppio, Nicola & Natalicchio, Angelo & Frattini, Federico & Mion, Luca, 2023. "Designing innovation contests to support external knowledge search in small and medium-sized enterprises," Technovation, Elsevier, vol. 121(C).
    11. Ndhlovu, Thinkwell & Maree, Tania, 2022. "Consumer brand engagement: Refined measurement scales for product and service contexts," Journal of Business Research, Elsevier, vol. 146(C), pages 228-240.
    12. Bazi, Saleh & Filieri, Raffaele & Gorton, Matthew, 2020. "Customers’ motivation to engage with luxury brands on social media," Journal of Business Research, Elsevier, vol. 112(C), pages 223-235.
    13. Behnam, Mohsen & Hollebeek, Linda D. & Clark, Moira K. & Farabi, Reza, 2021. "Exploring customer engagement in the product vs. service context," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    14. Nadeem, Waqar & Tan, Teck Ming & Tajvidi, Mina & Hajli, Nick, 2021. "How do experiences enhance brand relationship performance and value co-creation in social commerce? The role of consumer engagement and self brand-connection," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    15. Loureiro, Sandra Maria Correia & Romero, Jaime & Bilro, Ricardo Godinho, 2020. "Stakeholder engagement in co-creation processes for innovation: A systematic literature review and case study," Journal of Business Research, Elsevier, vol. 119(C), pages 388-409.
    16. Sophie Hooge & Cédric Dalmasso & Frédéric Garcias, 2018. "Is Intrapreneurship Scalable? The Challenge Of Managing A Massive Internal Startup Call," Post-Print hal-01843048, HAL.
    17. Salgado, Stéphane & Hemonnet-Goujot, Aurelie & Henard, David H. & de Barnier, Virginie, 2020. "The dynamics of innovation contest experience: An integrated framework from the customer’s perspective," Journal of Business Research, Elsevier, vol. 117(C), pages 29-43.
    18. Sheng, Margaret L. & Chien, Iting, 2016. "Rethinking organizational learning orientation on radical and incremental innovation in high-tech firms," Journal of Business Research, Elsevier, vol. 69(6), pages 2302-2308.
    19. Raed S. Algharabat & Nripendra P. Rana, 0. "Social Commerce in Emerging Markets and its Impact on Online Community Engagement," Information Systems Frontiers, Springer, vol. 0, pages 1-22.
    20. Lucia-Palacios, Laura & Pérez-López, Raúl, 2021. "Effects of Home Voice Assistants' Autonomy on Instrusiveness and Usefulness: Direct, Indirect, and Moderating Effects of Interactivity," Journal of Interactive Marketing, Elsevier, vol. 56(C), pages 41-54.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521008209. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.