Is health consciousness and perceived privacy protection critical to use wearable health devices? Extending the model of goal-directed behavior

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Nishit Kumar Srivastava ◽  
Namrata Chatterjee ◽  
A.K. Subramani ◽  
N. Akbar Jan ◽  
Pankaj Kumar Singh
Keyword(s):  
Privacy Protection ◽  
Structural Equation ◽  
Model Comparison ◽  
Healthy Lifestyle ◽  
Equation Modeling ◽  
Intention To Use ◽  
Content Type ◽  
Health Consciousness ◽  
Using Data ◽  
Goal Directed Behavior

PurposeThe present study is an attempt to extend the Model of Goal-directed Behavior (MGB) to consider health consciousness and perceived privacy protection as two critical factors to predict desire and intention by individuals to adopt and use wearable health devices (WHDs).Design/methodology/approachBased on the literature review hypotheses were framed and tested using data collected through a questionnaire survey. A total of 418 self-reported complete responses were considered to analyze the hypotheses proposed in the study. Structural equation modeling, effects analysis and model comparison (MGB and extended MGB) were performed to understand the predictability of the suggested model.FindingsThe results of the study corroborate that along with MGB, health consciousness and perceived privacy protection also induces the intention of users toward using WHDs. Health-consciousness is found to have a positive and significant direct and indirect impact on intention to use WHDs. Further, the model comparison exhibits that the proposed extended MGB is a better predictor of intention to use WHDs.Practical implicationsApart from the conventional framework of MGB, health consciousness and perceived privacy protection promote desire and intention to use WHDs. This research provides a framework for marketers to promote health consciousness among consumers by motivating them to adopt WHDs. Further, privacy protection features should be showcased in order to induce trust in consumers which in turn will trigger their intention to use WHDs to lead a healthy lifestyle.Originality/valueThe current study incorporates health consciousness and perceived privacy protection in MGB to fit into the context of healthcare intention study, which enhances the predictability of intention behavior of consumers and adds to the existing body of MGB and healthcare literature.

Explaining consumers' intention to use menu labels: a structural equation modeling analysis

2020 ◽  
Vol 122 (4) ◽  
pp. 1068-1084
Author(s):  
Yee Ming Lee ◽  
Erol Sozen
Keyword(s):  
Structural Equation Modeling ◽  
Structural Equation ◽  
Equation Modeling ◽  
Intention To Use ◽  
Content Type ◽  
Food Items ◽  
Knowledge And Attitudes ◽  
Health Consciousness ◽  
Consumption Frequency ◽  
Future Consumption

PurposeThis study investigated whether consumers have reasonable estimates of the calorie content of Americans' top 10 favorite foods, explored the effects of calorie disclosure on United States consumers' future consumption frequency of these food items, and examined the effects of health consciousness, food calorie knowledge, and attitudes toward menu labels on intention to use menu labels.Design/methodology/approachAn online survey was developed, pilot tested, and distributed through Amazon Mechanical Turk (AMT). The overall model fit and hypotheses were tested using structural equation modeling (SEM).FindingsThe results from 1,005 completed surveys showed that the accuracy of calorie estimations varied across food items. Most consumers could not estimate the calories of steak, hamburgers, chocolate chip cookies, and vanilla ice cream within the acceptable range. Disclosure of calorie information did affect future consumption frequency of the food items. The SEM results showed that health consciousness, food calorie knowledge, and attitudes toward menu labels positively affected consumers' future intention to use menu labels.Originality/valueThis study points to a need to educate consumers about food calories and suggests plausible ways to encourage consumers' intention to use of menu labels.

Examining the intentions of a Ghanaian technical university students to use e-library

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Eugene Okyere-Kwakye ◽  
Khalil Md Nor
Keyword(s):  
University Students ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Library Resources ◽  
Technical University

Purpose Electronic library (E-library) is a form of computer mediated system that uses electronic media, such as Web/internet devices and distributes resources to improve on the quality of teaching and learning. Students’ use of e-library for learning is essential and as such the government has invested hugely into its subscription for several university libraries in Ghana. However, most university students feel reluctant to use the e-library resources for their studies. The purpose of this paper is therefore to examine the factors that influence students’ intention to use e-library resources for their studies. Design/methodology/approach Questionnaire was used to collect data from 200 students from one Technical University in Ghana. Structural equation modeling (SmartPLS) was used to analyze the data. Findings The study found that accessibility, attitude, perceived ease of use, perceived usefulness and relevance to studies have positive significant effect on students’ attitude to use e-library. In addition, self-efficacy, subjective norm and attitude have positive significant influence on students’ intention to use e-library. Research limitations/implications Although the sample frame used for this study may be unique, but the total amount of data collected was limited to providing the general representative of the Ghanaian students in one particular university. Other researchers may consider collecting data from other universities to extend the sample frame for a larger sample size of students. Practical implications Academic administrators need to organize training and workshops on how to use the e-library portal for their search and other didactic assignments. Most importantly, students should be given IT or internet tutorials as foundation for the use of the e-library portal. Social implications Universities have to provide internet access such as hotspot and network routers at the labs, classrooms and other vantage points. It is believed that with these in place, adequate access to the internet would promote students’ engagement on the e-library facility. Originality/value The study examines the factors that influence students’ intention to use e-library resources for their studies in Ghana.

Exploratory study on the perceptions of event gamification on positive behavioral outcomes

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Annamarie D. Sisson ◽  
Elizabeth A. Whalen
Keyword(s):  
Structural Equation ◽  
Word Of Mouth ◽  
Behavioral Outcomes ◽  
Equation Modeling ◽  
Willingness To Participate ◽  
Content Type ◽  
Value Perceptions ◽  
Research Company ◽  
Emotional Commitment ◽  
Using Data

PurposeThe value of the events industry is increasing worldwide. An essential component for successful events is creating a unique experience by offering gamification. A conceptual model is proposed, exploring pre-event game communication and its effect on attendees' value perceptions, willingness to participate, word of mouth intentions and emotional commitment during gameplay at conference events.Design/methodology/approachAnalysis of variance and structural equation modeling were employed to test the model using data collected from 177 attendees recruited from hospitality and tourism association network listservs and online research company.FindingsResults reveal that perceptions of event gamification increase word of mouth intentions, willingness to participate and emotional commitment.Practical implicationsThe study contributes to the knowledge of conference events with recommendations for incorporation of game elements for meeting planners to enhance attendee behaviors at the event.Originality/valueThis study is among the first to examine positive behavioral outcomes of using games at conference events.

Impacts of consumers’ perceived risks in eco-design packaging on food wastage behaviors

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tian Zeng
Keyword(s):  
Perceived Risk ◽  
Structural Equation ◽  
Equation Modeling ◽  
Knowledge Gap ◽  
Content Type ◽  
Perceived Risks ◽  
Health Consciousness ◽  
The Impact ◽  
Practical Implications ◽  
Food Wastage

PurposePackaging links products to consumers by delivering messages to promote healthy food consumption and reduce wastage. However, studies point to a knowledge gap and skepticism among consumers regarding the impact of eco-design packaging on food wastage reduction. To demystify this skepticism and fill the knowledge gap, this study aims to examine consumers’ perceived risks in eco-design packaging and their impact on consumer food wastage.Design/methodology/approachA survey was conducted to identify consumer-perceived risks in eco-design packaging and explain whether, and why, some dimensions of perceived risk are more influential on consumer food wastage decisions.FindingsConsumers are prevented by financial, physical, functional, temporal and social factors from adopting eco-design packaging. Through structural equation modeling, we find consumer perceived risks in eco-design packaging influence their food wastage decisions through health consciousness and environmental awareness.Practical implicationsThis study provides practical suggestions for packaging manufacturers, the food industry and policymakers.Originality/valueDrawing on the perceived risk theory, this research highlights that the impacts of consumer-perceived risks differ, depending on the dimensions considered in their food wastage decision.

Recruitment methods, recruitment outcomes and information credibility and sufficiency

2020 ◽  
Vol 27 (4) ◽  
pp. 1615-1631 ◽  
Author(s):  
Ashutosh Muduli ◽  
Jeegnesh J. Trivedi
Keyword(s):  
Social Media ◽  
Structural Equation ◽  
Service Sector ◽  
Theoretical Implication ◽  
Equation Modeling ◽  
Intention To Use ◽  
Validity And Reliability ◽  
Content Type ◽  
Recruitment Methods ◽  
Information Credibility

PurposeRecruiters’ decision to use recruitment methods (RMs) depends on several expected outcomes such as number applications, quality of applicants, speed of filling up vacancy, post joining job performance, absenteeism, commitment and satisfaction of the applicants. RMs may vary from each other in terms of its capability to communicate different type of information. The current research aims at exploring recruiter's intention to use RMs like job advertisement (JA), online recruitment (OLR) and social media in reference to several recruitment outcomes (ROs). Further, the role of information credibility and sufficiency (ICS) on recruiter's intention to use has been studied.Design/methodology/approachData were collected from 242 recruiters from the manufacturing and service sector of India. The survey instrument consists of RMs, recruitment outcome and credibility and satisfaction that are identified following the theory of planned behavior (TPB). Confirmatory factor analysis (CFA) was used for a simultaneous assessment of overall and specific elements of measurement validity and reliability. Structural equation modeling (SEM) is used to test the hypothesized model.FindingsThe result shows that RMs significantly relates with ROs. In detail, social media recruitment (SMR) significantly relates with pre ROs and post ROs; OLR significantly relates with pre ROs and post ROs and JA significantly relates post ROs. Only JA insignificantly relates with pre ROs. The result also supports the hypothesis that ICS acts as a mediator between the influences of RMs on ROs.Research limitations/implicationsThe result of the study has important theoretical and managerial implications. The theoretical implication is explained from the perspective of signaling theory (ST) and elaboration likelihood model (ELM) theory.Originality/valueThe study is unique as multiple RMs have been studied with reference to both pre and post ROs using the data collected from the recruiters.

A two-stage structural equation modeling-neural network approach for understanding and predicting the determinants of m-government service adoption

2019 ◽  
Vol 21 (4) ◽  
pp. 419-438 ◽  
Author(s):  
Shamim Talukder ◽  
Raymond Chiong ◽  
Sandeep Dhakal ◽  
Golam Sorwar ◽  
Yukun Bao
Keyword(s):  
Neural Network ◽  
Structural Equation ◽  
Equation Modeling ◽  
Intention To Use ◽  
Government Service ◽  
Content Type ◽  
Service Adoption ◽  
Government Services ◽  
Performance Expectancy ◽  
And Performance

Purpose Despite the widespread use of mobile government (m-government) services in developed countries, the adoption and acceptance of m-government services among citizens in developing countries is relatively low. The purpose of this study is to explore the most critical determinants of acceptance and use of m-government services in a developing country context. Design/methodology/approach The unified theory of acceptance and use of technology (UTAUT) extended with perceived mobility and mobile communication services (MCS) was used as the theoretical framework. Data was collected from 216 m-government users across Bangladesh and analyzed in two stages. First, structural equation modeling (SEM) was used to identify significant determinants affecting users' acceptance of m-government services. In the second stage, a neural network model was used to validate SEM results and determine the relative importance of the determinants of acceptance of m-government services. Findings The results show that facilitating conditions and performance expectancy are the two important precedents of behavioral intention to use m-government services, and performance expectancy mediates the relationship between MCS, mobility and the intention to use m-government services. Research limitations/implications Academically, this study extended and validated the underlying concept of UTAUT to capture the adoption behavior of individuals in a different cultural context. In particular, MCS might be the most critical antecedent towards mobile application studies. From a practical perspective, this study may provide valuable guidelines to government policymakers and system developers towards the development and effective implementation of m-government systems. Originality/value This study has contributed to the existing, but limited, literature on m-government service adoption in the context of a developing country. The predictive modeling approach is an innovative approach in the field of technology adoption.

Why digital goods have not replaced traditional goods: the case of e-books

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jongbum Kim ◽  
Jeonghun Seo ◽  
Hangjung Zo ◽  
Hwansoo Lee
Keyword(s):  
Self Efficacy ◽  
Structural Equation ◽  
Resistance To Change ◽  
Reliability And Validity ◽  
Integrated Model ◽  
Equation Modeling ◽  
Survey Method ◽  
Intention To Use ◽  
Digital Products ◽  
Content Type

PurposeElectronic books (e-books) have been in the market for decades but have been unable to replace paper books. Previous studies on e-books have failed to identify significant factors affecting the adoption and diffusion of e-books. This study develops a theoretical framework to explain the adoption behavior of e-books from the perspective of user resistance.Design/methodology/approachAfter a pilot test with 50 e-book users, the research model is validated using a partial least squares structural equation modeling (PLS-SEM) technique. A web-based survey method is used to collect data from a sample of 350 people – selected from Korean e-book users and nonusers – during a week in March 2017. This study tests the reliability and validity of the integrated model of planned behavior and resistance theory and tests the hypotheses with bootstrapping resampling.FindingsThe results show that four barriers – usage, value, risk and image – cause resistance to change and users with higher resistance have lower intention to use. The moderating effect of self-efficacy between resistance to change and intention to use is confirmed. Self-efficacy interacts not only with the encouraging factors but also with resistance.Originality/valueThis study expands the understanding of users' adoption behavior of e-books by examining inhibiting factors using a novel integrated model. The findings of this research provide insights for digital product providers, especially e-book publishers, to understand why digital products have not been successful in the marketplace.

Rethinking balanced scorecard (BSC) measures: formative versus reflective measurement models

2017 ◽  
Vol 66 (1) ◽  
pp. 92-110 ◽  
Author(s):  
Sungbum Park ◽  
Heeseok Lee ◽  
Seong Wook Chae
Keyword(s):  
Balanced Scorecard ◽  
Latent Variables ◽  
Structural Equation ◽  
Model Comparison ◽  
Empirical Studies ◽  
Equation Modeling ◽  
Content Type ◽  
Formative Measurement ◽  
Measurement Models ◽  
Formative Indicators

Purpose Most empirical balanced scorecard (BSC) studies have shown a tendency to wrongly employ reflective indicators instead of the more theoretically suitable formative indicators. However, formative indicators are difficult to apply due to the lack of statistical software support and a standardized model testing method. The paper aims to discuss these issues. Design/methodology/approach This study empirically compares the reflective and formative measurement method with standardized model comparison criteria. After collecting 217 valid questionnaires from companies in South Korea, the authors applied a structural equation modeling technique to analyze the data. Findings The result shows that the formative measure provides greater validity for the corporate performance measurement using BSC. Further, this study shows the indicators’ relative influence on each BSC perspectives using the formative measure. Practical implications This study proved the usefulness of the formative measure analysis method and suggested its practical use, focusing on the indicators most useful in developing corporate strategies. In addition, the authors showed that formative indicators could be used in the corporate environment by overcoming the limitations of conventional studies that were confined to causal relationships with latent variables. Originality/value This study may be the pioneering work that compares formative and reflective indicators simultaneously, addressing the usefulness of formative measurement and its application validity in the existing empirical studies using reflective measurements.

Determinants of intention to use Islamic banking

2019 ◽  
Vol 13 (1) ◽  
pp. 147-163 ◽  
Author(s):  
Samia Ayyub ◽  
Wang Xuhui ◽  
Muhammad Asif ◽  
Rana Muhammad Ayyub
Keyword(s):  
Consumer Behavior ◽  
Technology Acceptance ◽  
Structural Equation ◽  
Perceived Usefulness ◽  
Practical Significance ◽  
Equation Modeling ◽  
Islamic Banking ◽  
Intention To Use ◽  
Content Type ◽  
Acceptance Model

Purpose This paper aims to explore the determinants of intention to use Islamic banking and compare the consumer behavior of users and non-users of Islamic banking. This study incorporates the theory of planned behavior in Islamic banking perspective with an additional construct from technology acceptance model. Design/methodology/approach The research is quantitative in nature, and survey questionnaire was used to get data from four cities of Pakistan. The study manages to get 300 questionnaires from which only 264 were usable for analysis. The structural equation modeling was used for testing the hypotheses. Findings The result shows that perceived behavior control and perceived usefulness are the most significant predictors of intention to use of Islamic banking among users and non-users. Attitude turns out to be a non-significant factor for non-users of Islamic banking. Subjective norm is also found to be non-significant with intention to use Islamic banking in both groups. Originality/value This study has theoretical as well as practical significance in the subject of consumer behavior in Islamic banking. Theoretically, it attempts to fill the gap caused by the scarcity of research in exploring the consumer behavior towards Islamic banking in Pakistan. This study provides insights into the consumer behavior of users and non-users of Islamic banking and thus presents a comparison. Practically, this study provides guidelines for Islamic banks in introduction, propagation and promotion of Islamic banking products and services to establish Islamic banking as a social norm.

Do tourists’ emotional experiences influence images and intentions in yoga tourism?

2019 ◽  
Vol 74 (3) ◽  
pp. 646-665 ◽  
Author(s):  
Pramod Sharma ◽  
Jogendra Kumar Nayak
Keyword(s):  
Behavioral Intentions ◽  
Structural Equation ◽  
Design Methodology ◽  
Predictive Power ◽  
Equation Modeling ◽  
Emotional Experiences ◽  
Content Type ◽  
Confirmatory Factor ◽  
Using Data ◽  
Practical Implications

Purpose The purpose of this study is to investigate the influence of tourists’ emotional experiences on predicting behavioral intentions via cognitive, affective and overall image in yoga tourism. Design/methodology/approach This study was conducted using data collected from 398 tourists visiting a yoga tourism destination in India. Confirmatory factor analysis and structural equation modeling were used in analyzing the collected data. Findings The study confirmed that specific tourists’ emotions act as a predictor of cognitive, affective and overall image. This in turn influenced the behavioral intentions of tourists. The effect of specific emotions on affective image was stronger than on cognitive image in yoga tourism. Practical implications The marketing campaign of yoga tourism should highlight the special benefits of yoga to activate, stimulate and influence tourists toward yoga tourism, thereby improving the flow of future tourists. It would also help in better positioning and promoting yoga tourism as a unique and distinct niche tourism market. Originality/value This study contributed to the literature by understanding the predictive power of specific emotions on behavioral intentions via, cognitive, affective and overall image in yoga tourism. As far as the authors’ knowledge is concerned, this study is first known attempt to investigate such relationships in tourism literature.

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