사물인터넷을 활용한 공공안전 서비스에 대한 수용 요인 분석
Analysis on the determinants of acceptance intention toward the public safety service using IoT
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참고문헌
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초록
최근 현대 사회가 고도로 복잡, 다양해짐에 따라 전통적인 공공안전 서비스의 한계점들이 노정되고 있다. 이러한 문제를 해결하기 위한 효과적인 기술적 해결책으로서 사물인터넷이 많은 관심을 받고 있다. 그러나 새로운 제품 및 서비스의 성공적 확산과 정착을 위해서는 기술 자체의 우수성 뿐만 아니라 높은 사회적 수용성이 반드시 뒤따라야 한다. 이러한 관점에서 본 연구는 사물인터넷을 활용한 공공안전 서비스의 사회적 수용성을 결정하는 다양한 요인을 확인하고 결정 요인들이 실제로 사용자 수용의도에 미치는 영향력과 관계성을 분석하였다. 분석은 구조방정식과 기술수용모형(TAM) 기반으로 이루어졌다. 선행연구에서 제시하는 공공안전 및 ICT서비스의 수용의도 결정요인들 중 가장 보편적으로 입증된 요인들을 선정하였으며 전통적 ICT서비스에서 중요하게 간주되는 전통적 요인과 공공안전 서비스와 사물인터넷의 특징을 나타내는 서비스 안전성 요인들로 나누어 비교하였다. 데이터는 우리나라의 인구특성을 고려하여 무작위로 선정된 343명을 대상으로 수행한 설문조사를 통해 확보하였다. 본 연구의 분석 결과 경제적 가치가 사물인터넷을 활용한 공공안전 서비스의 사회적 수용성에 가장 강한 양(+)의 영향을 주는 것으로 나타났으며 서비스 사용을 통한 효용성, 서비스의 안전성이 그 뒤를 이었다.
Abstract
Recently, the Internet of Things has attracted much attention as an effective technical solution to solve the limitations of traditional public safety services caused by the high complexity and diversity of modern society. However, for the successful diffusion and proliferation of new products and services, not only the excellence of the technology itself but also the high social technology acceptance should be followed. Therefore, efforts to identify the determinants that increase the social acceptance toward public safety service using IoT are an essential prerequisite for the successful operation of services. From this perspective, this study gives some evidences to design a successful service through the identification of significant determinants and their causalities and influence toward the actual social acceptance. The present study progresses a structural equation model analysis based on the factors pervasively used and proved by previous studies. The selected factors were divided into the traditional factors and service safety factors representing the characteristics of public safety service and IoT. The data was obtained through a survey conducted on 343 randomly selected people reflecting the demographic characteristics of Korea. The analysis of this study shows that economic value the most roundly increases the social acceptance, followed by utility of service and service safety. These results indicate that the economic value is the most important factor in the acceptance of public safety service using IoT, and it is the basis for the tendency of users to perceive the public safety service using IoT as one special type of the traditional ICT services.
참고문헌 (97)
- 강민구, "유비쿼터스 공공서비스 도입 우선순위에 대한 실증분석: 공무원의 인식조사를 중심으로", Spatial Information Research, 15(3), pp.219~236 (2007), 대한공간정보학회
- 강승규, "구조방정식 모형을 활용한 기술혁신 장애요인에 따른 혁신원천 및 정부지원제도 활용과 혁신성과에 관한 연구", 한국산학기술학회논문지, 19(5), pp.373~388 (2018), 한국산학기술학회[DOI]
- 강희조, "방재정보통신시스템 응용 및 표준화 동향에 관한 연구", 한국정보기술학회, 2009년도 하계종합학술발표논문집, pp.881~886 (2009)
- 강희조, "공공안전 재난관리를 위한 차세대 통함무선 재난통신", 한국정보기술학회논문지, 9(10), pp.187~195 (2011), 한국정보기술학회
- 강희조, "스마트 재난관리 시스템에 관한 연구", Proceedings of KIIT Conference, pp.39~44 (2012)
- 김재근, "유비쿼터스 공공서비스의 시민 수용요인", 한국정책과학학회보, 15(4), pp.105~130 (2011), 한국정책과학학회
- 김진호, "경영학 연구에서의 구조방정식 모형의 적용: 문헌 연구와 비판", 경영학연구, 36(4), pp.897~923 (2007), 한국경영학회
- 김호겸, "광대역 공공재난 통신기술동향", 대한전자공학회지, 35(12), pp.1394~1405 (2008)
- 박성수, "유비쿼터스(Ubiquitous)와 치안서비스", 한국행정학회 학술발표논문집, pp.229~251 (2005)
- 박현신, "시민서비스의 효과성: 사회적 효과에 대한 영향관계를 중심으로", 한국행정학보, 46(1), pp.1~31 (2012), 한국행정학회
- 배병렬, "Amos 19 구조방정식 모델링-원리와 실제" (2011), 도서출판 청람
- 백상용, "조절변수 탐색을 위한 기술수용모형 메타분석", 경영학연구, 38(5), pp.1353~1380 (2009), 한국경영학회
- 유일, "모바일뱅킹서비스 수용요인에 관한 실증연구", Journal of Information Technology Applications & Management, 13(2), pp.67~86 (2006), 한국데이터전략학회
- 윤영두, "재난재해 감소를 위한 사물인터넷 서비스", 한국콘텐츠학회 논문지, 17(11), pp.102~109 (2017), 한국콘텐츠학회[DOI]
- 최미애, "공공안전 및 재난구조 시스템의 경쟁력 분석", 한국통신학회 학술대회논문집, pp.925~928 (2004)
- 허정, "정보 프라이버시 관련 이용자 태도 및 행동 연구: 지급결제 서비스 중심으로", 정보사회와 미디어, 17(3), pp.75~97 (2016), 한국정보사회학회
- Agarwal, N.K., "Factors Affecting 3G Adoption: An Empirical Study", 11th Pacific-Asia Conference on Information Systems, AIS Electronic Library (AISeL), pp.256~270 (2007)
- Al-Debei, M.M., "Explaining and predicting the adoption intention of mobile data services : A value-based approach", Computers in Human Behavior, 35, pp.326~338 (2014)
- Amin, H., "Internet Banking Adoption Among Young Intellectuals Hanudin", Journal of Internet Banking and Commerce, 12(3), pp.1~13 (2007)
- Anckar, B., "Factors Affecting Consumer Adoption Decisions and Intents in Mobile Commerce: Empirical Insights", 16th Bled eCommerce Conference eTransformation, Bled, Slovenia: AIS Electronic Library(AISeL), pp.886~902 (2003)
- Bentler, P.M., "Significance tests and goodness of fit in the analysis of covariance structures", Psychological Bulletin, 88(3), pp.588~606 (1980)
- "Unlocking Opportunities in the Internet of Things" (2018)[URL]
- Bagozzi, R.P., "On the evaluation of structural equation models", Journal of the academy of marketing science, 16(1), pp.74~94 (1988)
- Blumenthal, D., "Stimulating the Adoption of Health Information Technology", New England Journal of Medicine, 360, pp.1477~1480 (2009)
- Baumgartner, H., "Applications of structural equation modeling in marketing and consumer research : A review", International Journal of Research Marketing, 13, pp.139~161 (1996)
- Butun, I., "Cloud-centric multi-level authentication as a service for secure public safety device networks", IEEE Communications Magazine, 54(4), pp.47~53 (2016)
- Byrne, B. M., "Structural Equation Modeling with AMOS: Basic Concepts, Applications and Programming" (2001), Lawrence Erlbaum
- Carlsson. C, "Asynchronous Adoption Patterns of Mobile Services", 38th International Conference on System Sciences (2005)
- Carlsson, C., "Adoption of mobile devices", services-searching for answers with the UTAUT, 2006, pp.6, 132a~132a[DOI]
- Castañeda, J. A., "Web Acceptance Model(WAM) : Moderating effects of user experience", Information & management, 44(4), pp.384~396 (2007)
- Chin, W. W., "Advancing the theory of adaptive structuration : The development of a scale to measure faithfulness of appropriation", Information systems research, 8(4), pp.342~367 (1997)
- 조재희, "건강관련 앱의 지속적 이용에 대한 인지적·사회적 요인: 사회적 영향을 포함한 확장된기술수용 모델(TAM II)을 중심으로", PR연구, 18(1), pp.212~241 (2014), 한국PR학회[DOI]
- Cho, S., "Perceived risks and customer needs of geographical accessibility in electronic commerce", Electronic Commerce Research and Applications, 9(6), pp.495~506 (2010)
- "Public Safety, Justice, and the Internet of Everything" (2014)[URL]
- "Cisco Digital Public Safety" (2016)[URL]
- Cox, D.F., "Perceived Risk and Consumer Decision-Making : The case of TElephone Shopping", Journal of Marketing Research, 1(4), pp.32~39 (1964)
- Davis, F.D., "Perceived usefulness, perceived ease of use, and user acceptance of information technology", MIS Quarterly, 13(3), pp.319~340 (1989)
- Davis, F. D., "User acceptance of computer technology : A comparison of two theoretical models", Management Science, 35(8), pp.982~1003 (1989)
- Davis, F.D., "Dead Or Alive? The Development, Trajectory And Future Of Technology Dead Or Alive? The Development , Trajectory And Future Of Technology Adoption Research", Introduction Progression of Technology Adoption Research, 8(4), pp.267~286 (2007)
- Egea, J.M.O., "Explaining physicians’ acceptance of EHCR systems : An extension of TAM with trust and risk factors", Computers in Human Behavior, 27(1), pp.319~332 (2011)
- "Ericsson Mobility Report" (2018)[URL]
- Etezadi-Amoli, J., "A structural model of end user computing satisfaction and user performance", Information & Management, 30(2), pp.65~73 (1996)
- Featherman, M. S., "Reducing online privacy risk to facilitate e-service adoption : the influence of perceived ease of use and corporate credibility", Journal of Services Marketing, 24(3), pp.219~229 (2010)
- Folkes, V. S., "An Reactions to Product Failure : Attributional Approach", Journal of Consumer Research, 10(4), pp.398~409 (1984)
- Fornell, C., "Evaluating Stuructural Equation Models with Unoservable Variables and and Measurement Error", Journal of marketing Association, 18(1), pp.39~50 (2014)
- Fraga-Lamas, P., "A review on internet of things for defense and public safety", Sensors, 16(10), pp.1644~ (2016)
- G. Zaltman, "Consumer Behavior: Basic Findings and Management Implications" (1983), John Wiley & Son
- Gubbi, J., "Internet of Things (IoT): A vision, architectural elements, and future directions", Future Generation Computer Systems, 29(7), pp.1645~1660 (2013)
- Hair, J. F., "Multivariate data analysis", pp.6~ (2006)
- Heinrich, H. W., "Industrial Accident Prevention, A Scientific Approach" (1941)
- Hess Jr. R.L., "Service Failure and Recovery: The Impact of Relationship Factors on Customer Satisfaction", Journal of the Academy of Marketing Science, 31(2), pp.127~145 (2003)
- Hu P. J., "Examining the Technology Acceptance Model Using Physician Acceptance of Telemedicine Technology", Journal of Management Information Systems, 16(2), pp.91~112 (1999)
- Hung, S., "Critical factors of WAP services adoption : an empirical study", Electronic commerce research and Application, 2, pp.42~60 (2003)
- Im, I., "The effects of perceived risk and technology type on users’ acceptance of technologies", Information & Management, 45(1), pp.1~9 (2008)
- ITU-R, "Radio communication objectives and requirements for public protection and disaster relief", ~ (2010)
- 진형성, "건설 근로자의 개인특성 및 안전행동 간의 경로모형 구축", 한국건축시공학회지, 13(2), pp.169~180 (2013), 한국건축시공학회[DOI]
- Johannesson, M., "The value of private safety versus the value of public safety", Journal of risk and uncertainty, 13(3), pp.263~275 (1996)
- 정철호, "확장된 UTAUT 모형에 기반한 개인차원에서의 클라우드 컴퓨팅 수용", 디지털융복합연구, 12(1), pp.287~294 (2014), 한국디지털정책학회[DOI]
- Kendrick, D., "Home safety education and provision of safety equipment for injury prevention (Review)", Evidence-based child health : a Cochrane review journal, 8(3), pp.761~939 (2013)
- Khan, M.A., "IoT security : Review, blockchain solutions, and open challenges", Future Generation Computer Systems, 82, pp.395~411 (2018)
- Kim, B., "The role of utilitarian and hedonic values and their antecedents in a mobile data service environment", Expert Systems with Applications, 38, pp.2311~2318 (2011)
- Kim, H. W., "Value-based Adoption of Mobile Internet : An empirical investigation", Decision Support Systems, 43(1), pp.111~126 (2007)
- Kline, R. B., "Principles and practice of structural equation modeling" (2015), Guilford publications
- Kuo, Y., "Towards an understanding of the behavioral intention to use 3G mobile value-added services", Computers in Human Behavior, 25(1), pp.103~110 (2009)
- L.G. Schiffman, "Consumer Behavior" (1991), Prentice-Hall
- Leveson, N., "A new accident model for engineering safer systems", Safety science, 42(4), pp.237~270 (2004)
- Liébana-Cabanillas, F., "The moderating effect of experience in the adoption of mobile payment tools in Virtual Social Networks: The m-Payment Acceptance Model in Virtual Social Networks (MPAM-VSN", International Journal of Information Management, 34(2), pp.151~166 (2014)
- M.D. Reilly, "Meta-analysis: integrating results from consumer research studies" (1983)
- Macallum, R. C., "Specification searches in covariance stratural modeling", Psychological Bulletin, 100, pp.107~120 (1986)
- Middleton, P., "Forecast: The internet of things, worldwide, 2013" (2013), Gartner Research
- Mitchell, R. J., "Design and analysis of ecological experiments" (1993)
- Norberg, P. A., "The privacy paradox : Personal information disclosure intentions versus behaviors", Journal of Consumer Affairs, 41(1), pp.100~126 (2007)
- Noriaki. K., "Attractive Quality and Must-be Quality", Journal of the Japaness Society for Quality Control, 14(2), pp.147~156 (1984)
- Oliver, R. L., "Satisfaction: A Behavioral Perspective on the Consumer" (2010), M.E. Sharpe
- Park, C. K., "An Empirical study of the Smart Grid Technology acceptance model in Korea", Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International, pp.836~841 (2012), IEEE
- Park, E., "An Integrated Adoption Model of Mobile Cloud Services:Exploration of Key Determinants and Extension of Technology Acceptance Model", Telematics and Informatics, 31(3), pp.376~385 (2014)
- Pavlou, P. A., "Consumer acceptance of electronic commerce: Integrating trust and risk with the technology acceptance model", International journal of electronic commerce, 7(3), pp.101~134 (2003)
- Pedersen, P. E., "An Exploratory Study of Mobile Commerce Early Adopters Adoption of Mobile Internet Services: An Exploratory Study of Mobile Commerce Early Adopters", Journal of Organizational Computing and Electronic Commerce, 2014, pp.37~41 (2009)
- Pikkarainen, T., "Consumer acceptance of online banking : an extension of the technology acceptance model", Internet Research, 14(3), pp.224~235 (2004)
- Ramayah, T., "System characteristics, satisfaction and e-learning usage: a structural equation model (SEM)", Turkish Online Journal of Educational Technology-TOJET, 11(2), pp.196~206 (2012)
- R.P., "Advances in Consumer Research", pp.509~513 (1983), Association for Consumer Research
- Schepers, J., "A meta-analysis of the technology acceptance model : Investigating subjective norm and moderation effects", Information & management, 44(1), pp.90~103 (2007)
- Shin, D. H., "The effects of trust, security and privacy in social networking : A security-based approach to understand the pattern of adoption", Interacting with Computers, 22(5), pp.428~438 (2010)
- Statitstics Bureau of Traffic, "Pocket Guide to Transportation", ~ (2013)
- Suh, B., "The impact of customer trust and perception of security control on the acceptance of electronic commerce", International Journal of electronic commerce, 7(3), pp.135~161 (2003)
- Sun, H., "The role of moderating factors in user technology acceptance", International journal of human-computer studies, 64(2), pp.53~78 (2006)
- Sweeney, J., "The role of perceived risk in the quality-value relationship : A study in a retail environment", Journal of Retailing, 75(1), pp.77~105 (1999)
- Teo, A. C., "Why consumers adopt mobile payment? A partial least squares structural equation modelling(PLS-SEM)approach", International Journal of Mobile Communications, 13(5), pp.478~497 (2015)
- Venkatesh, V., "User acceptance of information technology : Toward a unified view", Infrmation Management, 27(3), pp.425~478 (2003)
- Venkatesh, V., "A Theoretical Extensino of the Technology Acceptance Model : Four Longitudinal Field Studies", Management Science, 46(2), pp.168~204 (2000)
- Venkatesh, V., "A model of the antecedents of perceived ease of use : Development and test", Decision sciences, 27(3), pp.451~481 (1996)
- Woo, Kang-shing, "Customer satisfaction in the Hong Kong mobile phone industry", The Service Industries Journal, 19(3), pp.162~174 (1999)
- Wu, J. H., "Mobile computing acceptance factors in the healthcare industry : a structural equation model", International journal of medical informatics, 76(1), pp.66~77 (2007)
- Weiner. B., "Reflections and Reviews Attributional Thoughts about Consumer Behavior", Journal of Consumer Research, 27(3), pp.382~387 (2000)
- Yang, K., "The effects of consumer perceived value and subjective norm on mobile data service adoption between American and Korean consumers", Journal of Retailing and Consumer Services, 16(6), pp.502~508 (2009)
- Zhang, Y., "A Study on the Fire IOT Development Strategy", Procedia Engineering, 52, pp.314~319 (2013)
