Xiao-Ling Jin
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Xiao-Ling Jin has a total of 60 co-authors. Here are the top co-authors by number of shared publications:
- Zhongyun Zhou
Tongji University, Shanghai, China
7 shared publications - Miao Zhang
Management School, Shanghai University, Shanghai, China
2 shared publications - Xiaoyu Yu
School of Management, Shanghai University
2 shared publications Zhongyun Zhou
2 shared publications- Andreas Verras
Schrödinger Inc
1 shared publication Andrew Taggart
Department of Discovery Chemistry, ‡Chemistry Modeling, and Informatics, §In Vitro Pharmacology, ∥In Vivo Pharmacology, ⊥Pharmacokinetics, Pharmacodynamics, and Drug Metabolism, #Basic Pharmaceutical Sciences, and ○Atherosclerosis, Merck & Co., Inc. , 2000 Galloping Hill Road, Kenilworth, New Jersey 07033, United States
1 shared publication
Latest Publications
- 27 August 2025
- Published by Springer Nature in Information Technology and Management
- Vol. 27 (4) , 541-557
Exploring the motivation-usage nexus: a configurational analysis of users'behavior patterns in mobile health
- 27 August 2025
- Published by Springer Nature in Information Technology and Management
- Vol. 27 (4) , 541-557
Exploring the motivation-usage nexus: a configurational analysis of users'behavior patterns in mobile health
- 20 January 2025
- Published by Wiley in Information Systems Journal
How Do User Commitment and Lean Usage Promote Rich Usage in Social Virtual Worlds: Differential and Quadratic Relationships
Social virtual world (SVW) platforms face a critical challenge to retain a sound base of active users, which is key to their success and requires a deep understanding of how much (lean usage) and how exactly (rich usage) users' usage behaviours occur in these platforms. While both lean and rich usage are pivotal considerations in the SVW context, prior research has primarily assumed an omnibus conceptualisation of SVW usage that does not differentiate subtypes of usage. This results in limited knowledge about the sophisticated relationships and differences between lean and rich usage, making it difficult to reconcile inconclusive findings regarding how SVW usage is affected by its antecedents (e.g., commitment). In this paper, we draw upon the tripartite view of system usage to substantiate lean and rich usage constructs in the SVW context. Then, based upon the sociotechnical perspective (particularly the concepts of multifinality and equifinality) and the literature on SVW usage, we develop a research model to investigate the curvilinear relationships between lean usage (manifested in the extent and breadth of usage) and rich usage (represented by task variety and cognitive absorption), and the differential effects of two commitment components (affective and calculative commitment) on rich versus lean usage in the SVW context. Using two‐wave field survey data from 312 users of Second Life (a pioneering SVW platform), we find sophisticated (linear/quadratic) relationships between lean and rich usage constructs: the extent of usage triggers the breadth of usage and task variety, and has a convex (U‐shaped) relationship with cognitive absorption; the breadth of usage is positively related to cognitive absorption and has a concave (inverted J‐shaped) relationship with task variety. Furthermore, we confirm that affective commitment positively affects both lean and rich usage, whereas calculative commitment directly triggers only lean usage (the breadth of usage) but not rich usage. These findings have important theoretical implications for the research on SVW usage and commitment and provide useful insights for SVW practitioners to promote users' prolonged and active usage behaviours.
- 20 January 2025
- Published by Wiley in Information Systems Journal
How Do User Commitment and Lean Usage Promote Rich Usage in Social Virtual Worlds: Differential and Quadratic Relationships
Social virtual world (SVW) platforms face a critical challenge to retain a sound base of active users, which is key to their success and requires a deep understanding of how much (lean usage) and how exactly (rich usage) users' usage behaviours occur in these platforms. While both lean and rich usage are pivotal considerations in the SVW context, prior research has primarily assumed an omnibus conceptualisation of SVW usage that does not differentiate subtypes of usage. This results in limited knowledge about the sophisticated relationships and differences between lean and rich usage, making it difficult to reconcile inconclusive findings regarding how SVW usage is affected by its antecedents (e.g., commitment). In this paper, we draw upon the tripartite view of system usage to substantiate lean and rich usage constructs in the SVW context. Then, based upon the sociotechnical perspective (particularly the concepts of multifinality and equifinality) and the literature on SVW usage, we develop a research model to investigate the curvilinear relationships between lean usage (manifested in the extent and breadth of usage) and rich usage (represented by task variety and cognitive absorption), and the differential effects of two commitment components (affective and calculative commitment) on rich versus lean usage in the SVW context. Using two‐wave field survey data from 312 users of Second Life (a pioneering SVW platform), we find sophisticated (linear/quadratic) relationships between lean and rich usage constructs: the extent of usage triggers the breadth of usage and task variety, and has a convex (U‐shaped) relationship with cognitive absorption; the breadth of usage is positively related to cognitive absorption and has a concave (inverted J‐shaped) relationship with task variety. Furthermore, we confirm that affective commitment positively affects both lean and rich usage, whereas calculative commitment directly triggers only lean usage (the breadth of usage) but not rich usage. These findings have important theoretical implications for the research on SVW usage and commitment and provide useful insights for SVW practitioners to promote users' prolonged and active usage behaviours.
- Open Access
- 2 January 2023
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 20 (1) , 834
Understanding the Antecedents and Effects of mHealth App Use in Pandemics: A Sequential Mixed-Method Investigation
Pandemics such as COVID-19 pose serious threats to public health and disrupt the established systems for obtaining healthcare services. Mobile health (mHealth) apps serve the general public as a potential method for coping with these exogenous challenges. However, prior research has rarely discussed the antecedents and effects of mHealth apps and their use as a coping method during pandemics. Based on the technology acceptance model, empowerment theory, and event theory, we developed a research model to examine the antecedents (technology characteristics and event strength) and effects (psychological empowerment) of mHealth apps and their use. We tested this research model through a sequential mixed-method investigation. First, a quantitative study based on 402 Chinese mHealth users who used the apps during the COVID-19 pandemic was conducted to validate the theoretical model. A follow-up qualitative study of 191 online articles and reviews on mHealth during the COVID-19 pandemic was conducted to cross-validate the results and explain the unsupported findings of the quantitative study. The results show that (1) the mHealth app characteristics (perceived usefulness and perceived ease of use) positively affect mHealth app use; (2) mHealth app use positively affects the psychological empowerment of mHealth users; and (3) the characteristics of pandemic events (event criticality and event disruption) have positive moderating effects on the relationship between mHealth app characteristics and mHealth app use. This study explains the role of mHealth apps in the COVID-19 pandemic on the micro-level, which has implications for the ways in which mHealth apps are used in response to public pandemics.
- 2 January 2023
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 20 (1) , 834
Open AccessUnderstanding the Antecedents and Effects of mHealth App Use in Pandemics: A Sequential Mixed-Method Investigation
Pandemics such as COVID-19 pose serious threats to public health and disrupt the established systems for obtaining healthcare services. Mobile health (mHealth) apps serve the general public as a potential method for coping with these exogenous challenges. However, prior research has rarely discussed the antecedents and effects of mHealth apps and their use as a coping method during pandemics. Based on the technology acceptance model, empowerment theory, and event theory, we developed a research model to examine the antecedents (technology characteristics and event strength) and effects (psychological empowerment) of mHealth apps and their use. We tested this research model through a sequential mixed-method investigation. First, a quantitative study based on 402 Chinese mHealth users who used the apps during the COVID-19 pandemic was conducted to validate the theoretical model. A follow-up qualitative study of 191 online articles and reviews on mHealth during the COVID-19 pandemic was conducted to cross-validate the results and explain the unsupported findings of the quantitative study. The results show that (1) the mHealth app characteristics (perceived usefulness and perceived ease of use) positively affect mHealth app use; (2) mHealth app use positively affects the psychological empowerment of mHealth users; and (3) the characteristics of pandemic events (event criticality and event disruption) have positive moderating effects on the relationship between mHealth app characteristics and mHealth app use. This study explains the role of mHealth apps in the COVID-19 pandemic on the micro-level, which has implications for the ways in which mHealth apps are used in response to public pandemics.
- Open Access
- 28 October 2022
- Published by JMIR Publications Inc. in JMIR Preprints
The use of mhealth apps for improving users’ psychological empowerment during the Covid-19 pandemic: the moderating role of event characteristics (Preprint)
BACKGROUND Due to the rapid penetration of mobile devices worldwide, huge potential exists for mobile health (mHealth) to enhance accessibility to specialist clinical diagnostics and treatment advice. mHealth, providing health-related services through mobile devices and applications, offers accessible and cost-effective solutions during the COVID-19 pandemic. How there is little information about the mechanims of mhealth apps for improving users’ psychological empowerment during the Covid-19 pandemic. OBJECTIVE Based on the technology acceptance model, empowerment theory and event theory,the aim of this study is to explore the imapct of mHealth characteristic factors (perceived usefulness and perceived ease of use) and pandemic characteristic factors (event novelty, event criticality and event disruption) on user's mHealth app use and psychological empowerment of mHealth users. METHODS A sequential mixed-method investigation was conducted between May 2020, examing thoughts, feeling, and behaviors of mHealth app users associated with the pademic, including a questionnaire survey of mHealth app users and a complementary qualitative analysis of articles and reviews of mHealth apps in China. A quantitative study with 402 Chinese mHealth users during the COVID-19 pandemic was used to validate the theoretical model. A follow-up qualitative study of 191 online articles and reviews about mHealth during the COVID-19 pandemic was conducted to cross-validate the results and explain unsupported findings from the quantitative study. RESULTS The results show that (1) mHealth app characteristics (perceived usefulness and perceived ease of use) positively affect mHealth app use; (2) mHealth app use positively affects the psychological empowerment of mHealth users; and (3) the characteristics of pandemic events (event criticality and event disruption) have a positive moderating effect on the relationship between mHealth app characteristics and mHealth app use. CONCLUSIONS This study explains the role of mHealth apps in COVID-19 pandemic events at the micro level, which has implications mHealth app operators regarding the use of mHealth for improving users’ psychological empowerment during pandemics.
- 28 October 2022
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessThe use of mhealth apps for improving users’ psychological empowerment during the Covid-19 pandemic: the moderating role of event characteristics (Preprint)
BACKGROUND Due to the rapid penetration of mobile devices worldwide, huge potential exists for mobile health (mHealth) to enhance accessibility to specialist clinical diagnostics and treatment advice. mHealth, providing health-related services through mobile devices and applications, offers accessible and cost-effective solutions during the COVID-19 pandemic. How there is little information about the mechanims of mhealth apps for improving users’ psychological empowerment during the Covid-19 pandemic. OBJECTIVE Based on the technology acceptance model, empowerment theory and event theory,the aim of this study is to explore the imapct of mHealth characteristic factors (perceived usefulness and perceived ease of use) and pandemic characteristic factors (event novelty, event criticality and event disruption) on user's mHealth app use and psychological empowerment of mHealth users. METHODS A sequential mixed-method investigation was conducted between May 2020, examing thoughts, feeling, and behaviors of mHealth app users associated with the pademic, including a questionnaire survey of mHealth app users and a complementary qualitative analysis of articles and reviews of mHealth apps in China. A quantitative study with 402 Chinese mHealth users during the COVID-19 pandemic was used to validate the theoretical model. A follow-up qualitative study of 191 online articles and reviews about mHealth during the COVID-19 pandemic was conducted to cross-validate the results and explain unsupported findings from the quantitative study. RESULTS The results show that (1) mHealth app characteristics (perceived usefulness and perceived ease of use) positively affect mHealth app use; (2) mHealth app use positively affects the psychological empowerment of mHealth users; and (3) the characteristics of pandemic events (event criticality and event disruption) have a positive moderating effect on the relationship between mHealth app characteristics and mHealth app use. CONCLUSIONS This study explains the role of mHealth apps in COVID-19 pandemic events at the micro level, which has implications mHealth app operators regarding the use of mHealth for improving users’ psychological empowerment during pandemics.
- 20 June 2022
- Published by Wiley in Journal of the Association for Information Science and Technology
- Vol. 74 (12) , 1401-1418
User empowerment and well‐being with mHealth apps during pandemics: A mix‐methods investigation in China
As a healthcare ICT4D solution, mobile health (mHealth) can potentially improve users' well‐being during pandemics, especially in developing countries with limited healthcare resources. Recent ICT4D research reveals that providing end‐users with access to ICT is insufficient for improving well‐being and, thus, understanding how mHealth empowers end‐users to enhance well‐being against stressful events is important. However, prior research has rarely discussed the issue of empowerment in the domain of mHealth or the context of major disruptive events. This paper contributes to the literature by conceptualizing the psychological empowerment of mHealth users (PEMU) and investigating its nomological network during pandemics. Drawing upon theories of psychological empowerment and event characteristics, we developed a research model and tested it through a mixed‐methods investigation, containing a quantitative study with 602 Chinese mHealth users during COVID‐19 and a follow‐up qualitative study of 326 online articles and reviews. We found that PEMU, driven by three technological characteristics (perceived response efficacy, ease of use, and mHealth quality), affects well‐being through both (a) a stress‐buffering effect, which counterbalances the detrimental, stress‐increasing effects of event criticality and disruption, and (b) a vitality‐stimulating effect, which is intensified by event criticality. These findings have important implications for ICT4D research and practice.
- 20 June 2022
- Published by Wiley in Journal of the Association for Information Science and Technology
- Vol. 74 (12) , 1401-1418
User empowerment and well‐being with mHealth apps during pandemics: A mix‐methods investigation in China
As a healthcare ICT4D solution, mobile health (mHealth) can potentially improve users' well‐being during pandemics, especially in developing countries with limited healthcare resources. Recent ICT4D research reveals that providing end‐users with access to ICT is insufficient for improving well‐being and, thus, understanding how mHealth empowers end‐users to enhance well‐being against stressful events is important. However, prior research has rarely discussed the issue of empowerment in the domain of mHealth or the context of major disruptive events. This paper contributes to the literature by conceptualizing the psychological empowerment of mHealth users (PEMU) and investigating its nomological network during pandemics. Drawing upon theories of psychological empowerment and event characteristics, we developed a research model and tested it through a mixed‐methods investigation, containing a quantitative study with 602 Chinese mHealth users during COVID‐19 and a follow‐up qualitative study of 326 online articles and reviews. We found that PEMU, driven by three technological characteristics (perceived response efficacy, ease of use, and mHealth quality), affects well‐being through both (a) a stress‐buffering effect, which counterbalances the detrimental, stress‐increasing effects of event criticality and disruption, and (b) a vitality‐stimulating effect, which is intensified by event criticality. These findings have important implications for ICT4D research and practice.
- 6 October 2020
- Published by Springer Nature in Journal of Business Ethics
- Vol. 175 (1) , 135-166
A Configurational Analysis of the Causes of Consumer Indirect Misbehaviors in Access-Based Consumption
- 6 October 2020
- Published by Springer Nature in Journal of Business Ethics
- Vol. 175 (1) , 135-166
A Configurational Analysis of the Causes of Consumer Indirect Misbehaviors in Access-Based Consumption
- 1 February 2020
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 23, 460-463
The Power Grid Operation Risk Control Application Based on 3D Real-Time Rendering Technology
The modern power system is constantly upgrading, so the operational mechanism and physical phenomena are more complicated. As a result, the study on safe and stable operation of power grid gradually becomes a hotspot and emphasis. Accompanying with the continuous development of power grid in China and startup of the smart grid plan, loads are rapidly increasing. Moreover, the scale of power system is continuing expanding. The network structure become more complicated. Moreover, potential risks of grid operation are more and more and become non-negligible. Based on the operational features of power grid, the author constructs the operational risk control system of visualized power grid that face the actual demands of the dispatching operational department, uses 3D real-time rendering technology to visualize and reveal the operational risk control of power grid, assists dispatching operating personnel to predict perception and manage operational risks of power grid, and provides a reference for smart grid development.
- 1 February 2020
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 23, 460-463
The Power Grid Operation Risk Control Application Based on 3D Real-Time Rendering Technology
The modern power system is constantly upgrading, so the operational mechanism and physical phenomena are more complicated. As a result, the study on safe and stable operation of power grid gradually becomes a hotspot and emphasis. Accompanying with the continuous development of power grid in China and startup of the smart grid plan, loads are rapidly increasing. Moreover, the scale of power system is continuing expanding. The network structure become more complicated. Moreover, potential risks of grid operation are more and more and become non-negligible. Based on the operational features of power grid, the author constructs the operational risk control system of visualized power grid that face the actual demands of the dispatching operational department, uses 3D real-time rendering technology to visualize and reveal the operational risk control of power grid, assists dispatching operating personnel to predict perception and manage operational risks of power grid, and provides a reference for smart grid development.
- Open Access
- 10 September 2019
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 21 (9) , e13587
Application of a Blockchain Platform to Manage and Secure Personal Genomic Data: A Case Study of LifeCODE.ai in China
Background: The rapid development of genetic and genomic technologies, such as next-generation sequencing and genome editing, has made disease treatment much more precise and effective. The technologies’ value can only be realized by the aggregation and analysis of people’s genomic and health data. However, the collection and sharing of genomic data has many obstacles, including low data quality, information islands, tampering distortions, missing records, leaking of private data, and gray data transactions. Objective: This study aimed to prove that emerging blockchain technology provides a solution for the protection and management of sensitive personal genomic data because of its decentralization, traceability, encryption algorithms, and antitampering features. Methods: This paper describes the case of a blockchain-based genomic big data platform, LifeCODE.ai, to illustrate the means by which blockchain enables the storage and management of genomic data from the perspectives of data ownership, data sharing, and data security. Results: Blockchain opens up new avenues for dealing with data ownership, data sharing, and data security issues in genomic big data platforms and realizes the psychological empowerment of individuals in the platform. Conclusions: The blockchain platform provides new possibilities for the management and security of genetic data and can help realize the psychological empowerment of individuals in the process, and consequently, the effects of data self-governance, incentive-sharing, and security improvement can be achieved. However, there are still some problems in the blockchain that have not been solved, and which require continuous in-depth research and innovation in the future.
- 10 September 2019
- Published by JMIR Publications Inc. in Journal of Medical Internet Research
- Vol. 21 (9) , e13587
Open AccessApplication of a Blockchain Platform to Manage and Secure Personal Genomic Data: A Case Study of LifeCODE.ai in China
Background: The rapid development of genetic and genomic technologies, such as next-generation sequencing and genome editing, has made disease treatment much more precise and effective. The technologies’ value can only be realized by the aggregation and analysis of people’s genomic and health data. However, the collection and sharing of genomic data has many obstacles, including low data quality, information islands, tampering distortions, missing records, leaking of private data, and gray data transactions. Objective: This study aimed to prove that emerging blockchain technology provides a solution for the protection and management of sensitive personal genomic data because of its decentralization, traceability, encryption algorithms, and antitampering features. Methods: This paper describes the case of a blockchain-based genomic big data platform, LifeCODE.ai, to illustrate the means by which blockchain enables the storage and management of genomic data from the perspectives of data ownership, data sharing, and data security. Results: Blockchain opens up new avenues for dealing with data ownership, data sharing, and data security issues in genomic big data platforms and realizes the psychological empowerment of individuals in the platform. Conclusions: The blockchain platform provides new possibilities for the management and security of genetic data and can help realize the psychological empowerment of individuals in the process, and consequently, the effects of data self-governance, incentive-sharing, and security improvement can be achieved. However, there are still some problems in the blockchain that have not been solved, and which require continuous in-depth research and innovation in the future.
- Open Access
- 1 February 2019
- Published by JMIR Publications Inc. in JMIR Preprints
Application of a Blockchain Platform to Manage and Secure Personal Genomic Data: A Case Study of LifeCODE.ai in China (Preprint)
BACKGROUND The rapid development of genetic and genomic technologies, such as next-generation sequencing and genome editing, has made disease treatment much more precise and effective. The technologies’ value can only be realized by the aggregation and analysis of people’s genomic and health data. However, the collection and sharing of genomic data has many obstacles, including low data quality, information islands, tampering distortions, missing records, leaking of private data, and gray data transactions. OBJECTIVE This study aimed to prove that emerging blockchain technology provides a solution for the protection and management of sensitive personal genomic data because of its decentralization, traceability, encryption algorithms, and antitampering features. METHODS This paper describes the case of a blockchain-based genomic big data platform, LifeCODE.ai, to illustrate the means by which blockchain enables the storage and management of genomic data from the perspectives of data ownership, data sharing, and data security. RESULTS Blockchain opens up new avenues for dealing with data ownership, data sharing, and data security issues in genomic big data platforms and realizes the psychological empowerment of individuals in the platform. CONCLUSIONS The blockchain platform provides new possibilities for the management and security of genetic data and can help realize the psychological empowerment of individuals in the process, and consequently, the effects of data self-governance, incentive-sharing, and security improvement can be achieved. However, there are still some problems in the blockchain that have not been solved, and which require continuous in-depth research and innovation in the future.
- 1 February 2019
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessApplication of a Blockchain Platform to Manage and Secure Personal Genomic Data: A Case Study of LifeCODE.ai in China (Preprint)
BACKGROUND The rapid development of genetic and genomic technologies, such as next-generation sequencing and genome editing, has made disease treatment much more precise and effective. The technologies’ value can only be realized by the aggregation and analysis of people’s genomic and health data. However, the collection and sharing of genomic data has many obstacles, including low data quality, information islands, tampering distortions, missing records, leaking of private data, and gray data transactions. OBJECTIVE This study aimed to prove that emerging blockchain technology provides a solution for the protection and management of sensitive personal genomic data because of its decentralization, traceability, encryption algorithms, and antitampering features. METHODS This paper describes the case of a blockchain-based genomic big data platform, LifeCODE.ai, to illustrate the means by which blockchain enables the storage and management of genomic data from the perspectives of data ownership, data sharing, and data security. RESULTS Blockchain opens up new avenues for dealing with data ownership, data sharing, and data security issues in genomic big data platforms and realizes the psychological empowerment of individuals in the platform. CONCLUSIONS The blockchain platform provides new possibilities for the management and security of genetic data and can help realize the psychological empowerment of individuals in the process, and consequently, the effects of data self-governance, incentive-sharing, and security improvement can be achieved. However, there are still some problems in the blockchain that have not been solved, and which require continuous in-depth research and innovation in the future.