Putu Wuri Handayani’s research while affiliated with University of Indonesia and other places

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Publications (221)


Proposed conceptual model.
The influence of transparency, anthropomorphism, and positive politeness on chatbots for service recovery in E-health applications
  • Article
  • Full-text available

November 2024

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17 Reads

Zuhal ‘Alimul Hadi

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Dinda Adriani Siregar

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Gitan Sahl Tazakha Wijaya

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A service failure occurs when a service provider cannot meet user expectations, and a failure to meet customer expectations can reduce user satisfaction, resulting in complaints. Based on this, this study aims to analyze the influence of aspects of chatbots on consumer forgiveness that influence continuance intentions for service recovery in e-health. We obtained quantitative data from questionnaires filled out by 338 respondents and qualitative data from interviews with 30 informants. The quantitative data obtained was processed using a covariance-based structural equation model, while the qualitative data were processed using the content analysis method. This study shows that anthropomorphism and transparency influence chatbot trustworthiness and that two dimensions of trustworthiness (ability and integrity) influence consumer forgiveness. In addition, consumer forgiveness has a significant effect on users’ continuance intentions. Positive politeness and another dimension of trustworthiness—benevolence—did not significantly affect customer forgiveness. The results of this study are expected to provide input for e-health service providers, especially developers, regarding the aspects of chatbots that should be present in handling service recovery.

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Proposed conceptual model.
Respondents’ Demographics.
AVE, CR, and CA Values.
Goodness of Fit Values.
Hypothesis Testing.
Users’ Satisfaction Regarding Continuance Intention of Subscription Video-on-Demand Platforms for Watching Football Matches: A Stimulus-Organism-Response Perspective

November 2024

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10 Reads

Subscription video-on-demand (SVoD) platforms have become popular among football fans in Indonesia. This study aims to analyze the factors that influence users’ satisfaction regarding their intention to continue using SVoD to watch football matches. The quantitative data in this study were based on 594 survey responses and were analyzed using the covariance-based structural equation model. The qualitative data obtained in this study were analyzed using the content analysis method. The results of this study indicate that the ease of access anytime and anywhere and the ease of use of SVoD services have a positive effect on users’ perceptions of the value they receive and that the fun and entertainment obtained from SVoD services have a positive effect on matching user expectations. In turn, matching users’ expectations has a positive effect on their views of the services and level of satisfaction, and the level of user satisfaction has a positive effect on their intention to continue subscribing to SVoD services to watch football matches. This research is expected to provide insight for SVoD service providers who broadcast football matches to help evaluate their services and improve users’ intentions to continue using the service.



Figure 1. Source of electronic health data.
Figure 2. PRISMA framework for study literature review.
Distribution of the number country and data type.
Health organization challenges in health data governance implementation: A systematic review

June 2024

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271 Reads

Journal of Infrastructure Policy and Development

Health data governance is essential for optimal processing of data collection, sharing, and reuse. Although the World Health Organization (WHO) has proposed practical guidelines for managing health data during the pandemic, the Organization for Economic Cooperation and Development (OECD) found that many countries still lack the use of health data for decision-making. Therefore, this research aimed to identify and assess the challenges faced by health organization in implementing health data governance from various countries based on research articles. The challenges were assessed based on key components of health data governance from practitioner and scientist perspectives. These components include stakeholder, policy, data management, organization, data governance maturity assessment, and goals. The method used followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for collecting and reporting. Data were collected from several databases online with large repositories of academic studies, including IEEE Xplore, ScienceDirect, National Library of Medicine, ProQuest, Taylor and Francis Group, Scopus, and Wiley Online libraries. Based on the 41 papers reviewed, the results showed that policy was found to be the biggest challenge for health data governance. This was followed by data management such as quality, ownership, and access, as well as stakeholders and data governance organization. However, there were no challenges regarding maturity assessment and data governance goals, as the majority of research focused on implementation. Policy and policymaker awareness were identified as major components for the implementation of health data governance. To address challenges in data management and governance organization, creating committees focused on these components proved to be an effective solution. These results provided valuable recommendations for regulators and leaders in a healthcare organization to optimally implement health data governance.


Figure 6. Wireframe Pregnancy Page
Figure 8. High-Fidelity Design Refinement for Note Entry Feature
Summary of Respondents' Demographics of Pregnant Women and Mothers Who Have Given Birth
Summary of Respondents' Demographics of Health Practitioner
Designing Indonesian Maternal and Child Health Mobile Applications using User-Centered Design

April 2024

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197 Reads

Jurnal Sistem Informasi

The high maternal mortality rate in Indonesia has led the Indonesian government to develop a mobile application for maternal and child health (MCH). However, this application received a bad rating on the applications distribution platform, and even some of its features could not function properly. Therefore, this study aims to design the MCH application. This study used the user-centered design (UCD) methodology with three iterations and applied Shneiderman's eight golden rules. Participants involved in the data collection and evaluation process were health workers, health experts, and pregnant women. The first iteration's evaluation will produce a low-fidelity prototype (wireframe), whereas the second and third iteration's evaluations will produce a refined high-fidelity clickable prototype. The resulting prototype has several major features, including notes entry, information and education, reminders, a blood supplement tablet tracker, and monitoring of fetal development. Evaluation in the first iteration utilized interviews to validate the wireframe, whereas the second and third iterations utilized usability testing and system usability scale (SUS). In the second iteration, the final SUS score was 71.2, or "good," while in the third iteration, the final SUS score was 85.4, or "excellent." This research is expected to contribute to two areas: serving as a reference for pregnancy application interface designs, especially for MCH applications, as well as the improvement and development of pregnancy health applications using the UCD methodology.


The Influence of TikTok on Body Satisfaction Among Gen-Z in Indonesia: Mixed-Method Approach (Preprint)

March 2024

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27 Reads

BACKGROUND As social media platforms gain popularity, their usage is increasingly associated with cyberbullying and body shaming, causing devastating effects. OBJECTIVE This study aims to investigate the impact of social media on Generation Z users’ body image satisfaction. More specifically, it examines the impact of TikTok on body image satisfaction among TikTok users between the ages of 17 and 26 in Indonesia. METHODS The methodology used mixed-method approaches. Quantitative data were obtained from 507 responses to a questionnaire and analyzed using covariance-based structural equation modeling. Qualitative data were obtained from the interviews of 32 respondents and analyzed through content analysis. RESULTS The study reveals that upward appearance comparison is influenced by video-based activity and appearance motivation. Conversely, thin-ideal internalization is influenced by appearance motivation and social media literacy. Upward appearance comparisons and thin-ideal internalization comparisons detrimentally impact users’ body image satisfaction. CONCLUSIONS The results of this study are expected to provide valuable insights for social media providers, regulators, and educators in their endeavors to establish a positive and healthy social media environment for users.


The Influence of TikTok on Body Satisfaction Among Gen-Z in Indonesia: Mixed-Method Approach (Preprint)

March 2024

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21 Reads

JMIR Human Factors

Background As social media platforms gain popularity, their usage is increasingly associated with cyberbullying and body shaming, causing devastating effects. Objective This study aims to investigate the impact of social media on Generation Z users’ body image satisfaction. More specifically, it examines the impact of TikTok on body image satisfaction among TikTok users aged between 17 years and 26 years in Indonesia. Methods The methodology used mixed-method approaches. Quantitative data were obtained from 507 responses to a questionnaire and analyzed using covariance-based structural equation modeling. Qualitative data were obtained from the interviews of 32 respondents and analyzed through content analysis. Results This study reveals that upward appearance comparison is influenced by video-based activity and appearance motivation. Conversely, thin-ideal internalization is influenced by appearance motivation and social media literacy. Upward appearance comparisons and thin-ideal internalization comparisons detrimentally impact users’ body image satisfaction. Conclusions The results of this study are expected to provide valuable insights for social media providers, regulators, and educators in their endeavors to establish a positive and healthy social media environment for users.


The Influence of TikTok on Body Satisfaction among Gen-Z: Combination of Quantitative and Qualitative Approach (Preprint)

January 2024

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24 Reads

BACKGROUND As social media platforms gain popularity, their usage is increasingly associated with cyberbullying and body shaming, with devastating effects. OBJECTIVE This study proposes to analyze the influence of social media on Generation Z users' body image satisfaction. More specifically, it examines the impact of TikTok on body image satisfaction among TikTok users between the ages of 17 and 26 in Indonesia. METHODS The research methodology uses the Tripartite Influence Model and considers photo-based activity, appearance motivation, and social media literacy as trigger factors. The methodology combines quantitative and qualitative approaches. Quantitative data are obtained from 507 responses to a questionnaire and analyzed with covariance-based structural equation modeling. Qualitative data are obtained from the interviews of 32 respondents and analyzed with content analysis. RESULTS The study finds that upward appearance comparison is influenced by photo-based activity and appearance motivation. In contrast, thin-ideal internalization is influenced by appearance motivation and social media literacy. Upward appearance comparisons and thin-ideal internalization comparisons harm users' body image satisfaction. CONCLUSIONS The results of this study are expected to contribute to social media providers, regulators, and educators' efforts to create a healthy social media environment for users.


Respondent Demographics
AVE, CA, and CR Values
Goodness of Fit (GoF) Values
Hypothesis Testing
The Influence of Augmented Reality Face Filter Addiction on Online Social Anxiety: A Stimulus-Organism-Response Perspective

January 2024

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127 Reads

Interdisciplinary Journal of Information

Aim/Purpose: This study aims to analyze the factors that influence user addiction to AR face filters in social network applications and their impact on the online social anxiety of users in Indonesia. Background: To date, social media users have started to use augmented reality (AR) face filters. However, AR face filters have the potential to create positive and negative effects for social media users. The study combines the Big Five Model (BFM), Sense of Virtual Community (SVOC), and Stimuli, Organism, and Response (SOR) frameworks. We adopted the SOR theory by involving the personality factors and SOVC factors as stimuli, addiction as an organism, and social anxiety as a response. BFM is the most significant theory related to personality. Methodology: We used a quantitative approach for this study by using an online survey. We conducted research on 903 Indonesian respondents who have used an AR face filter feature at least once. The respondents were grouped into three categories: overall, new users, and old users. In this study, group classification was carried out based on the development timeline of the AR face filter in the social network application. This grouping was carried out to facilitate data analysis as well as to determine and compare the different effects of the factors in each group. The data were analyzed using the covariance-based structural equation model through the AMOS 26 program. Contribution: This research fills the gap in previous research which did not discuss much about the impact of addiction in using AR face filters on online social anxiety of users of social network applications. Findings: The results of this study indicated neuroticism, membership, and immersion influence AR face filter addiction in all test groups. In addition, ARA has a significant effect on online social anxiety. Recommendations for Practitioners: The findings are expected to be valuable to social network service providers and AR creators in improving their services and to ensure policies related to the list of AR face filters that are appropriate for use by their users as a form of preventing addictive behavior of that feature. Recommendation for Researchers: This study suggested other researchers consider other negative impacts of AR face filters on aspects such as depression, life satisfaction, and academic performance. Impact on Society: AR face filter users may experience changes in their self-awareness in using face filters and avoid the latter’s negative impacts. Future Research: Future research might explore other impacts from AR face filter addiction behavior, such as depression, life satisfaction, and so on. Apart from that, future research might investigate the positive impact of AR face filters to gain a better understanding of the impact of AR face filters.



Citations (59)


... Beyond their social functions, these platforms serve as multifaceted tools for learning, working, entertainment, and even entrepreneurial pursuits. Among the myriad of social media platforms, TikTok has emerged as a dominant force in Indonesia, boasting an estimated 92.07 million active users, solidifying its position as the second-largest TikTok user base globally (Rahimullah et al., 2022;Widjaya et al., 2022;Wijaya & Yulita, 2022). This surge in popularity is particularly pronounced among Generation Z and iGeneration individuals, born between 1997 and 2012 (Rosariana, 2021;Wulandari, 2022). ...

Reference:

Enhancing Purchase Intention in TikTok Live-stream: The Roles of Streamers’ Credibility, Interactivity, and Perceived Risk among Generation Z Buyers
Assessing the factors influencing users accessing higher education content on TikTok Assessing the factors influencing users accessing higher education content on TikTok

... Furthermore, technological innovation plays a crucial role in improving service efficiency, allowing providers to optimize routes, improve response times, and enhance the overall user interface. As competition intensifies, companies must continuously invest in innovative technologies to differentiate themselves from their competitors and meet the growing expectations of their users (Katili, Robby, & Handayani, 2024). ...

The influence of the ride hailing apps loyalty program on customer loyalty: A case study in Indonesia
  • Citing Article
  • July 2024

Transportation Research Interdisciplinary Perspectives

... As per past studies, this study rated responses on a point Likert scale [4,31,34,38] In this regard, this study measures chatbot interactivity by using a threeitem scale adopted by Cho, Lee, and Yang [16]. Perceived humanness was measured by using a four-item scale adopted by Ramadhani et al. [62]. This study measured trust toward chatbots by using a six-item scale adopted by Zarantonello and Pauwels-Delassus [78]. ...

The Influence of Conversation Skills on Chatbot on Purchase Behavior in E-Commerce

Jurnal Manajemen Indonesia

... These devices offer conveniences such as remote monitoring and voice-activated controls but also raise issues regarding unauthorized access and data misuse (Iqbal & Campbell, 2023). These privacy concerns are crucial in shaping consumer attitudes and their willingness to adopt new technologies, emphasizing the need for data protection measures (Putri et al., 2024). When consumers feel grounded, their trust in the product increases, positively influencing their purchase intentions (Eichinger et al., 2022). ...

TikTok Shop: How trust and privacy influence generation Z’s purchasing behaviors

... and monitoring. Traditional brick-and-mortar pharmacies are encountering considerable challenges, while the emergence of E-Pharmacy platforms brings convenience, cost-effectiveness, and unparalleled accessibility to pharmaceutical products [3,4]. Yet, the degree to which consumers' reasons for adoption (RFA) or reasons against adoption (RAA) for this digital evolution is an intricate inquiry that demands interdisciplinary examination. ...

User switching intention from E-marketplace to E-pharmacy: The Influence of push, pull, and mooring factors
  • Citing Article
  • November 2023

Informatics in Medicine Unlocked

... Liu et al., 2023;Nie et al., 2023;Nilapun & Jensuttiwetchakul, 2023). However, prior studies indicate that Satisfaction (SAT) is not impacted by Perceived Information Quality (PEIQ) (Carissa et al., 2023). These explanations are used to support the following hypotheses. ...

The Influence of Perceived Usefulness, Satisfaction, and Personalization on Subscription Video on Demand Continuance Intentions

CommIT (Communication and Information Technology) Journal

... The objective of this literature research is to further improve the body of knowledge of ERP readiness by identifying and addressing several Critical Success Factor (CSF) and Critical Failure Factor (CFF) concerning the elements that affect ERP implementation in pre-implementation by divide it into complexity and capacity of the organization. Several existing studies already created the model, but it only addresses each factor of the CSF or CFF of ERP systems without creating the relation that affects each factor to achieve a successful rate of ERP implementation [17][18] [26][27] [28]. ...

Systematic literature review of Critical success factors on enterprise resource planning post implementation

... The increase in MALL research from 2019 to 2023 could be attributed to this. Additionally, the wide adoption of mobile technologies to enhance language learning (Hsu & Lin, 2022a), advanced in virtual learning environments and mobile applications (Khlaisang & Sukavatee, 2023), and the shift towards remote and online language learning (Faozi & Handayani, 2023) may also be influencing factors behind this. ...

The Antecedents of Mobile-Assisted Language Learning Applications Continuance Intention

The Electronic Journal of e-Learning

... Of the 42 studies in our corpus, 24% (10) employed virtual reality for delivering wellbeing solutions [13-16, 19, 23, 24, 34, 36, 38], 45% (19) utilized artificial intelligence [17, 18, 20, 22, 25-27, 30, 35, 37, 42, 44, 45, 47, 51, 53], 42% (18) used mobile app [52,51,49,48,47,46,43,60,41,60,40,39,33,32,31,29,28,21,20] ,(1) were used web app [50] , (3) were used sensors as input technology [24,23,31], and (1) used tangible interface for interaction [42]. ...

Designing High-Fidelity Mobile Health for Depression in Indonesian Adolescents using Design Science Research: Mixed Method Approaches (Preprint)

JMIR Formative Research

... augmented reality marketing (arM) has a transformative impact, as marketing communication prioritizing technology has the potential to improve consumer experience and consumer responses to purchasing decisions (gallardo et al., 2018;Bellalouna, 2021;Du et al., 2022;reis & Melão, 2023). researchers from america and europe have conducted most previous studies, and they have found more studies on the influence of ar on customer experience and customer engagement (scholz & smith, 2016;tutak & Brodny, 2022;gabriel et al., 2023;schultz & kumar, 2024). there is a growing body of literature that recognizes that previous research has revealed arM's superior ability to enhance consumer experiences interactively (gallardo et al., 2018;Bellalouna, 2021;chen & lin, 2022). ...

The influence of augmented reality on E-commerce: A case study on fashion and beauty products