Understanding health information literacy of mHealth app users from digital wellbeing perspective: Evidence from regression analysis and fsQCA

Fu, Shaoxiong; Chen, Xiaoyu; Zheng, Han; Ou, Mengxue

doi:10.1016/j.lisr.2021.101108

Cited by 12 publications

(5 citation statements)

References 37 publications

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“…Furthermore, since the participants in this study are of diverse age and educational backgrounds, it fills the gap identified by (Jumaan et al. , 2020; Fu et al. , 2021; Tran and Nguyen, 2021).…”

Section: Discussionmentioning

confidence: 99%

“…Tran and Nguyen (2021) developed a risk-risk tradeoff framework for medical app users using the theory of privacy calculus and the concept of risk-risk tradeoff. In addition, Fu et al (2021) applied a digital well-being framework using regression and fsQCA analysis to understand health information literacy. The above studies tested the conventional IS frameworks with relatively small sample sizes and a specific group of samples or country context (i.e.…”

Section: Study Background 21 Research On the Itu Mhealthmentioning

confidence: 99%

“…In this analysis, the application of fsQCA confirms these two predictors for the recent research call to explore how the combined PAB and PB with patients as DSU contributes to improving the ITU of mHealth processes unrivalled by SEM. Furthermore, since the participants in this study are of diverse age and educational backgrounds, it fills the gap identified by (Jumaan et al, 2020;Fu et al, 2021;Tran and Nguyen, 2021). They advocated for the inclusion of everyday users or professionals' mobile technology users in the study sample.…”

Section: Ajim 744mentioning

confidence: 99%

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A mixed-method approach to assess users' intention to use mobile health (mHealth) using PLS-SEM and fsQCA

Hasan

Bao

2022

AJIM

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PurposeDespite the enormous potential of mobile health (mHealth), identifying the asymmetric relationship among the predictors towards intention to use (ITU) of mHealth tends to remain unresolved. This study aims to investigate the predictors and their asymmetric effects on ITU of mHealth through patients and healthcare professionals.Design/methodology/approachAn integrated information systems (IS) model with four additional constructs has been developed to analyze symmetric and asymmetric effects on ITU of mHealth. An exploratory survey on 452 mHealth users with prior experience was conducted to evaluate the model using a mixed-method approach including partial least squares-based structural equation modeling (PLS-SEM) and fuzzy-set qualitative comparative analysis (fsQCA) technique.FindingsThe findings show that facilitating conditions, personal awareness building, perceived enjoyment, effort expectancy and perceived usefulness have predictive power for ITU of mHealth. In contrast, fsQCA reveals four more alternative solutions, including the main drivers explored by PLS-SEM. The results indicate that various conditions that were not crucial in PLS-SEM analysis are shown to be sufficient conditions in fsQCA.Research limitations/implicationsThis study contributes to theory by integrating self-actualization factors (i.e. personal awareness building, patients as decision support unit) into the IS model. And practically, this study makes an essential contribution to users' ITU of mHealth, enabling relevant stakeholders to build strategies to implement mHealth successfully.Originality/valueWhile mHealth has revolutionized healthcare and the prior literature only showed linear relationships, this empirical study revealed asymmetrical relationships among the determinants of ITU of mHealth. Thus, this study extends to the growing body of literature on the use of mHealth technology in the least developing nation.

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Section: Discussionmentioning

confidence: 99%

Section: Study Background 21 Research On the Itu Mhealthmentioning

confidence: 99%

Section: Ajim 744mentioning

confidence: 99%

See 1 more Smart Citation

A mixed-method approach to assess users' intention to use mobile health (mHealth) using PLS-SEM and fsQCA

Hasan

Bao

2022

AJIM

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“…It can be seen that the combination of MRA and fsQCA can not only reveal the correlation between variables and the internal connection between data but also deeply explore the combination of conditions affecting complex social phenomena (Mao & Xu, 2018 ). At present, the combination of MRA and fsQCA have also been applied to many research topics, such as customer engagement (Gligor & Bozkurt, 2020 ), adolescents’ attitudes towards diversity (Guasp-Coll et al, 2021 ), users’ health information literacy (Fu et al, 2021 ), and brand sabotage behavior (Peng et al, 2022 ). However, few scholars have applied the combination of MRA and fsQCA to the research on the PS of enterprise employees.…”

Section: Methodsmentioning

confidence: 99%

How to enhance psychological security of enterprise employees during the COVID-19 pandemic: Based on MRA and fsQCA

Gao

Liu

2022

Curr Psychol

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The economic impact caused by the outbreak and dynamic evolution of COVID-19 has reduced employees’ psychological security (PS), which not only threatens the physical and mental health of employees but also seriously affects the stable operation and sustainable development of enterprises. PS has been determined to be closely related to daily life experiences. Therefore, the purpose of this article is to examine the types and combinations of life events that improve employees’ PS during the pandemic. Cross-sectional data came from 764 enterprise employees in 8 provinces and cities in China during the pandemic period. The participants completed the PS scale to evaluate their PS, and the PS events scale to evaluate the different types of daily life events they experienced. Multiple regression analysis (MRA) and fuzzy-set qualitative comparative analysis (fsQCA) methods were used to test the research hypothesis. The results of MRA suggest that rich leisure activities (RLA), harmonious family relationship (HFR), stable economic order (SEO) and recognition and support from others (RSO) are important life events that enhance employees’ PS. The results of fsQCA suggest that the independent role of SEO, the combined role of sound social security system (SSSS), peace and health events (PHE) and HFR, the combined role of PHE, fulfilling work/life status (FWLS), SEO and RSO can substitute for each other to promote employees’ high PS. This article reveals the contribution of daily life events to the PS of enterprise employees, and provides an empirical basis for formulating corresponding intervention measures to promote the physical and mental health of enterprise employees and effective enterprise management.

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“…(45) On one level, mHealth's ability to facilitate healthy lifestyles and behavior modification, for instance, is premised on a multitude of factors, which entails that receiving health information through such mobile technologies is not per se 'synonymous with understanding this information in a way that improves health-related choices'. (46) Here, the difference in expertise between expert patients and prepatient users comes into play. Uncertainties may be less problematic for the 'expert patients' who already have expertise and knowledge at their command, but they are very much present for prepatient users, who, in the absence of a diagnosis, are less likely to have the same resources.…”

Section: Oic Disruptive Innovation and Preventive Medicinementioning

confidence: 99%

Revisiting the ought implies can dictum in light of disruptive medical innovation

De Proost,

Segers

2023

J Med Ethics

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It is a dominant dictum in ethics that ‘ought implies can’ (OIC): if an agent morally ought to do an action, the agent must be capable of performing that action. Yet, with current technological developments, such as in direct-to-consumer genomics, big data analytics and wearable technologies, there may be reasons to reorient this ethical principle. It is our modest aim in this article to explore how the current wave of allegedly disruptive innovation calls for a renewed interest for this dictum. As an effect of prevention and prediction oriented technological innovation, an increased focus on assumedly controllable lifestyle risks may be anticipated. For lay people who might turn into patients, this may entail a reinforced behavior-based individual responsibilisation. Holding on to the OIC dictum, such responsibilisation seems to require that individuals can actually control what is framed as ‘lifestyle risks’ when there is not always a reliable consensus about what one should do. As such, reference to OIC may be mobilised in function of a political task of designing institutions so as to enable such choice and control.

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Understanding health information literacy of mHealth app users from digital wellbeing perspective: Evidence from regression analysis and fsQCA

Cited by 12 publications

References 37 publications

A mixed-method approach to assess users' intention to use mobile health (mHealth) using PLS-SEM and fsQCA

A mixed-method approach to assess users' intention to use mobile health (mHealth) using PLS-SEM and fsQCA

How to enhance psychological security of enterprise employees during the COVID-19 pandemic: Based on MRA and fsQCA

Revisiting the ought implies can dictum in light of disruptive medical innovation

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