Understanding the discontinuance of paid knowledge products: the roles of post-usage attitudes and goal orientations

Purpose Paid knowledge products have become prevalent on online platforms; however, consumers’ discontinued consumption has plagued paid knowledge platforms, and the factors affecting user discontinuance have not been fully investigated. This study examined how users’ post-usage attitudes toward knowledge products were associated with their discontinuance intention and how the associations were moderated by users’ goal orientations. Design/methodology/approach In this cross-sectional study, 352 users of paid knowledge products completed online surveys. Hierarchical multiple regression analysis was used to examine the effects of post-usage attitudes and goal orientation on post-purchase discontinuance intention. Findings The results showed that users’ post-usage attitudes toward self-improvement were negatively associated with discontinuance intention, whereas users’ attitudes toward self-image and conformity to subjective norms were positively associated with discontinuance intention. Simultaneously, learning goal orientation weakened the negative relationship between self-improvement attitudes and discontinuance intention, whereas performance-oriented goal orientation strengthened the positive relationship between self-image attitudes and discontinuance intention. Originality/value This study advances the literature on paid knowledge consumption by identifying consumer post-usage attitudes driven by their pre-usage expectations, including self-improvement, self-image and conformity with norms. In addition, this study extends the expectation disconfirmation theory (EDT), which postulates a positive relationship between post-usage attitudes and user continuance by highlighting the intrinsic and extrinsic nature of user expectations as a boundary condition. Consistent with EDT, users with positive attitudes toward intrinsically driven self-improvement were less likely to discontinue their use. However, in contrast to EDT, users with positive attitudes about extrinsically driven self-image and conformity to norms are more likely to discontinue use. These findings have important implications for practitioners designing different paid knowledge products and retaining users with distinct expectations.

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Publication Details

Journal
Internet Research
Published
2025-10-22
DOI
https://doi.org/10.1108/intr-10-2022-0790
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

Understanding the discontinuance of paid knowledge products: the roles of post-usage attitudes and goal orientations

Huaqing Zhao, Ling Jiang, Xingyu Chen, Li Ji et al.
Internet Research
Technology Adoption and User Behaviour
article

Understanding the discontinuance of paid knowledge products: the roles of post-usage attitudes and goal orientations

Huaqing Zhao, Ling Jiang, Xingyu Chen, Li Ji, Y.J. Wang
article en

Abstract

Purpose Paid knowledge products have become prevalent on online platforms; however, consumers’ discontinued consumption has plagued paid knowledge platforms, and the factors affecting user discontinuance have not been fully investigated. This study examined how users’ post-usage attitudes toward knowledge products were associated with their discontinuance intention and how the associations were moderated by users’ goal orientations. Design/methodology/approach In this cross-sectional study, 352 users of paid knowledge products completed online surveys. Hierarchical multiple regression analysis was used to examine the effects of post-usage attitudes and goal orientation on post-purchase discontinuance intention. Findings The results showed that users’ post-usage attitudes toward self-improvement were negatively associated with discontinuance intention, whereas users’ attitudes toward self-image and conformity to subjective norms were positively associated with discontinuance intention. Simultaneously, learning goal orientation weakened the negative relationship between self-improvement attitudes and discontinuance intention, whereas performance-oriented goal orientation strengthened the positive relationship between self-image attitudes and discontinuance intention. Originality/value This study advances the literature on paid knowledge consumption by identifying consumer post-usage attitudes driven by their pre-usage expectations, including self-improvement, self-image and conformity with norms. In addition, this study extends the expectation disconfirmation theory (EDT), which postulates a positive relationship between post-usage attitudes and user continuance by highlighting the intrinsic and extrinsic nature of user expectations as a boundary condition. Consistent with EDT, users with positive attitudes toward intrinsically driven self-improvement were less likely to discontinue their use. However, in contrast to EDT, users with positive attitudes about extrinsically driven self-image and conformity to norms are more likely to discontinue use. These findings have important implications for practitioners designing different paid knowledge products and retaining users with distinct expectations.

Internet Research
University of Nottingham Ningbo China (CN), Shenzhen University (CN), York University (CA), Southern University of Science and Technology (CN), Metropolitan University (BD), University of York (GB)
Openalex Percentile: Top 71%
Technology Adoption and User Behaviour
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