Dissertations / Theses on the topic 'Expectation confirmation'
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Wang, Wenjuan. "Supply chain management systems benefits : the expectation-confirmation theory perspective." Thesis, Queensland University of Technology, 2012. https://eprints.qut.edu.au/53181/1/Wenjuan_Wang_Thesis.pdf.
Full textAlharbi, Majed Salem S. "Investigating the impact of service quality dimensions, price and reputation on the behavioural intentions of retail banking customers." Thesis, Brunel University, 2018. http://bura.brunel.ac.uk/handle/2438/17150.
Full textZhou, Y. (Yunhui). "An empirical examination of customer’s continuance intention of SaaS based on expectation confirmation model." Master's thesis, University of Oulu, 2017. http://urn.fi/URN:NBN:fi:oulu-201711083076.
Full textKarlsson, Isabell. "Att designa för tillit : En kvalitativ studie om hur design kan påverka förväntad upplevelse av och tillit till e-handel." Thesis, Linnéuniversitetet, Institutionen för informatik (IK), 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-54294.
Full textIn a society growing more dependent of the Internet, e-commerce has also been given a more prominent role. Since this means that sellers are replaced by technology, it is of importance that the company tries to create a reliable environment where the customer can feel safe. Not only the structure and appearance has an influence, but the company’s choice of marketing can have an effect as well. The customer creates expectations based on former experiences of both the company and overall e-commerce, where expectations that cannot be met could result in a negative experience. This study has used expectation-confirmation theory as a framework to examine the customers’ overall expectations in e-commerce, but also for xplore.se:s e-commerce, the constituent for this study. User experience has been used to gain a deeper understanding of the customers’ emotions and perceptions, whereas usability has been examined as it affects the user experience. Five potential future customers were included for interviews and user tests for two iterations, the first based on their general experiences and expectations regarding e-commerce where the participants also explored the current interface of xplore.se. In order to examine the level of usability they were asked to execute a number of tasks. The results showed great need of a new design since the participants found the e-commerce to be unattractive with low reliability. A design proposal in the shape of an interactive prototype was made, which was used as a foundation for the second iteration. In this iteration the participants were asked to share their memories of the former user test. Since humans cannot recall every single detail of an experience this created an understanding for what the participants remembered most. They were then asked to explore the design proposal, also with a number of tasks to execute to examine its usability. Their experience was that this design was more attractive with a higher level of reliability. The conclusion that could be drawn from the result was that design has a big effect on user experience and the customers trust. The customer expects e-commerce to be convenient, where something that does not meet this expectation has a negative impact on the experience. Another expectation is that the design should look like other e-commerces, as the resemblance implies a higher level of usability. The website should have a clear structure with visual elements capturing the customers’ attention, which helps the customer get a quick overview of the level of trustworthiness. For instance, the company should consider investing in certifications for secure e-commerce, whilst the marketing that is being used should be designed according to what the customer can expect. As the customer also largely relies on other customers’ opinions, it is recommended to implement a function for reviews as well.
Johansson, Daniel, and Filip Smith. "The key to satisfaction in distance education : A qualitative study of how to achieve student satisfaction in distance-based education." Thesis, Linnéuniversitetet, Institutionen för informatik (IK), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-96399.
Full textE-lärande har under åren vuxit i ett mycket högt tempo. Dagens teknik utvecklas ständigt och ger oss nya möjligheter att genomföra saker på. E-lärande möjliggör distansutbildning på många sätt, oavsett tid och rum. Det representerar en stor del av dagens forskning inom utbildning och därför har kvalitén blivit viktigare. Om distansstudier genomförs ordentligt ger det studenter möjlighet att effektivt balansera deras privat liv tillsammans med studier. Även om det förenklar utbildning för många så kommer det med sina egna svårigheter och utmaningar. Detta kan vara en faktor till varför fler distansstudenter väljer att hoppa av sina studier jämfört med de som studerar på campus. I den här studien granskas områdena kursdesign, interaktion och lärarens påverkan för att undersöka studenters nöjdhet vid distansstudier. I tidigare forskning framhölls dessa områden som avgörande för studenternas nöjdhet. Med expectation-confirmation teorin som bas genomfördes en kvalitativ metod, bestående av intervjuer med distansstudenter vid Linnéuniversitetet. Den insamlade informationen transkriberades och analyserades med hjälp av teman och koder. Resultaten visar att interaktion är något som är svårt att uppnå vid distansstudier. Universiteten bör främja interaktion eftersom det är något som studenterna kämpar med, suggestivt genom övningar som “bryter isen”. Interaktionen mellan lärare och studenter är något som värderades högt. Beroende på hur väl en kurs är strukturerad så är behovet av interaktion mellan studenter och lärare inte lika högt. Lärare bör undvika spridd kommunikation eftersom det visade sig ha en negativ inverkan på studenternas tillfredsställelse. Läraren visade sig vara viktig på olika sätt, där deras pedagogiska förmåga och förmågan att hantera och dela information genom digitala verktyg visade sig vara högt värderade. Det visade sig att kursdesignen påverkade studenternas tillfredsställelse mest. Struktur och tillgänglighet av allt relevant material visade sig vara oerhört viktigt, vilket ger studenten möjlighet att planera sina studier. För att förbättra och naturligt inkludera interaktion mellan studenter visade sig diskussion vara ett viktigt segment av en kurs.
Lin, Hui. "Examining the Continued Usage of Electronic Knowledge Repositories: An Integrated Model." Diss., Virginia Tech, 2008. http://hdl.handle.net/10919/26582.
Full textPh. D.
Ferreira, Caitlin. "Social media performance of user generated content and its relationship with conspicuous consumption: through the lens of the expectation confirmation theory." Master's thesis, University of Cape Town, 2016. http://hdl.handle.net/11427/20485.
Full textVillarin, Fredilyn. "Decreasing the Load on Manual Service Support by Improving the Confirmation Process in a Web-based Issue Reporting System." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-301181.
Full textDet finns för närvarande en digital revolution inom fastighetsbranschen. Fastighetsteknologi, eller PropTech ser nya startups växa i snabb takt. Förvaltningen av fastighetstillgångar är ett område som PropTech för närvarande digitaliserar, och en del av det underlättar hyresgästkommunikation och fastighetsunderhåll. Detta inkluderar digitaliseringen av den befintliga processen för rapportering av problem för hyresgäster och den efterföljande delegeringen av arbetsorder till fastighetsskötare. En del av att framgångsrikt digitalisera felanmälningsprocessen är att minska antalet telefonsamtal och e-post till servicemottagningen, och istället att omdirigera trafik till den webbaserade felanmälningstjänst. En startup som tillhandahåller sådana tjänster har identifierat att en betydande mängd kommunikation till servicemottagningen gäller pågående rapporter. Detta erkändes även med felanmälan som rapporterades digitalt, hyresgästerna följer upp korrespondens om ett problem de har rapporterat. En undersökande forskningsstudie genomfördes därför för att upptäcka varför och när hyresgäster frågar om en pågående fråga, och för att avgöra på vilket sätt en bekräftelseprocess för en webbaserad problemrapporteringstjänst kan utvecklas, så att den lugnar hyresgästens oro över deras pågående utgivningsrapport. Resultaten av studien visar att hyresgäster gör en uppföljningsfråga om sina felanmälan när följande faktorer inte är uppfyllda: förväntningar, öppenhet i kommunikation och försäkran. Samma faktorer bör beaktas vid utformningen av en bekräftelseprocess. En webbaserad problemrapporteringstjänst bör ha en bekräftelseprocess som uppfyller hyresgästens förväntningar på hur deras frågor ska hanteras, tillåta fastighetsförvaltare att vara transparenta för sina hyresgäster för att inrama förväntningarna och försäkra hyresgästerna att deras fråga rapporten har tagits emot av en servicerepresentant.
Atapattu, Maura R. "Customer agility, smart shopping apps and their implications: Customer relationship management systems in the digital age." Thesis, Queensland University of Technology, 2015. https://eprints.qut.edu.au/84866/1/Maura_Atapattu_Thesis.pdf.
Full textRecker, Jan Christof. "Understanding process modelling grammar continuance : a study of the consequences of representational capabilities." Queensland University of Technology, 2008. http://eprints.qut.edu.au/16656/.
Full textRecker, Jan Christof. "Understanding process modelling grammar continuance : a study of the consequences of representational capabilities." Thesis, Queensland University of Technology, 2008. https://eprints.qut.edu.au/16656/1/Jan_Recker_Thesis.pdf.
Full textCho, Siwon. "Influence of Consumer Age and Clothing Type of the Salesperson on Consumer Satisfaction with the Salesperson's Performance." Thesis, Virginia Tech, 2001. http://hdl.handle.net/10919/32042.
Full textMaster of Science
Alghamdi, Ahmed Dirwish G. "An integrated model of the influence of personal psychological traits and cognitive beliefs on customer satisfaction and continuance intentions in relation to Internet banking usage within the Saudi Arabian context." Thesis, University of Plymouth, 2014. http://hdl.handle.net/10026.1/3096.
Full textAziz, Najibullah. "Smart Devices as U-Learning Tools: Key Factors Influencing Users’ Intention." Thesis, Stockholms universitet, Management & Organisation, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-118603.
Full textMaster program in Strategic-IT Management
Wang, Shanshan. "Factors impacting the uptake of mobile banking in China : integrating UTAUT, TTF and ECM models." Thesis, University of Manchester, 2018. https://www.research.manchester.ac.uk/portal/en/theses/factors-impacting-the-uptake-of-mobile-banking-in-china-integrating-utaut-ttf-and-ecm-models(ff1db469-c9a1-446d-bd72-411f35b24894).html.
Full textIyanda, Olukunle Ariyo. "Innovation Difussion of Smartphone in Nigeria." ScholarWorks, 2016. https://scholarworks.waldenu.edu/dissertations/2449.
Full textBusolin, Rosanna. "The effects of unemployment on self-esteem and depressive affect in school-leavers as a function of confirmation or disconfirmation of their employment expectations /." Title page, table of contents and abstract only, 1987. http://web4.library.adelaide.edu.au/theses/09P/09pb979.pdf.
Full textLi, Jian. "Effects of Full Information Maximum Likelihood, Expectation Maximization, Multiple Imputation, and Similar Response Pattern Imputation on Structural Equation Modeling with Incomplete and Multivariate Nonnormal Data." The Ohio State University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=osu1281387395.
Full textPrinsloo, Nadia. "Consumer satisfaction with food labels during the pre-purchase in-store evaluation : a study in Gauteng / Nadia Prinsloo." Thesis, North-West University, 2011. http://hdl.handle.net/10394/8421.
Full textThesis (M. Consumer Science)--North-West University, Potchefstroom Campus, 2011
Li, Guan-Wei, and 李冠緯. "Explaining Wii Fit Continuance usage:An Expectation confirmation model." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/92094959049892237636.
Full text朝陽科技大學
休閒事業管理系碩士班
99
Wii Fit is a video game developed by the Nintendo Corporation, a company founded in Japan, and has been used for fitness and health administration like physiotherapy rehabilitation. Wii Fit being as a study case, this study investigated the continuance of this exercise entertainment product based on the Expectation Confirmation Theory (ECT). An original model which examined cognitive beliefs and effects that influence a person’s intention to continue to use information system is integrated with perceived playfulness and ease of use to theorize an extended ECT model of Wii Fit continuance. Nine Five research hypotheses derived from this model are empirically validated using a survey of Wii Fit users. A survey was conducted under a two-staged sampling scheme: firstly, Wii Fit owners were searched by convenient sampling; then their family members were selected by systematic sampling to participant into the study. Respondents were restricted to those who were 16 years old or above and had using experiences on Wii Fit within the last three months. In total, there were 231 valid responses collected. The data analysis was conducted via statistical software of AMOS. The results indicated that users’ satisfaction was influenced by their confirmation of expectation from prior Wii Fit use and perceived playfulness. Post-acceptance perceived usefulness, ease of use and playfulness were influenced by users'' confirmation level. However, perceived ease of use and usefulness did not affect users’ satisfaction. It implied that Wii Fit has been regarded as a Sports video game with entertainment only instead of a health administrative tool. Finally, the research and managerial implementations were discussed.
Teng, Wei-Chih, and 鄧偉志. "Extending expectation confirmation theory with task-technology fit constructs." Thesis, 2008. http://ndltd.ncl.edu.tw/handle/60843028864555772139.
Full text國立中央大學
企業管理研究所
96
Assessing the effectiveness or success of information systems has long been identified as one of the most critical issues of IS management. Among various assessments of IS success, user satisfaction or intention is one of the most widely used measures. A large amount of research which has been done in the past on measurement of user satisfaction was using the Expectation Confirmation Theory (ECT ) approach. However, while ECT approach has the capability to assess user satisfaction and intention, it fail to capture other job-critical factors, that is, it does not take job characteristics or technology (IS) functionalities into consideration. In this research, we propose an integrated conceptual model based on Task-Technology Fit (TTF) and ECT, using SEM to verify the relationship between each construct, and attempt to give some implications for managerial practices. Empirical data for hypotheses testing were collected via a survey. Mailing list of company using ERP system was obtained from SAP and Oracle Taiwan. The result shows that two constructs in TTF do have significant effect to Confirmation, namely Timeliness and Reliability. These two constructs will further influence user’s Satisfaction and Continuance Intention.
Wong, Pei-Yu, and 翁佩瑜. "Combining Expectation-confirmation Theory and trust-commitment theory:Factors affecting consumers’ continuance." Thesis, 2010. http://ndltd.ncl.edu.tw/handle/99683413024789434820.
Full text亞洲大學
會計與資訊學系碩士班
98
In recent years, the emergence and the prosperity of the Internet and e-commerce not only revolutionize the patterns of conventional business trades, but also popularize online transactions. Despite the fact that the Internet marketing is a highly discussed issue in the area of popular ecommerce, a more basic problem follows to show up, that is whether consumers are able to fully trust and continuously use this new pattern of purchasing. The purpose of the study is to examine the factors that encourage consumers to adopt continuous purchasing intention based on the Expectation-Confirmation Theory. Nevertheless, such a theory can only explains the behaviors of satisfaction and purchasing from consumers, it can’t fully unveils the factors why shoppers are willing to taking advantage of the Internet shopping. As a result, in order to further explore those factors, this research investigate the effect of the intentions of how consumers are willing to use online continuously via combining Commitment-Trust Theory.
YU, CHIEN-LIANG, and 游健良. "A Study on Users’ Continuance and Satisfaction through Expectation Confirmation Model." Thesis, 2013. http://ndltd.ncl.edu.tw/handle/94502750592480109485.
Full text世新大學
資訊傳播學研究所(含碩專班)
101
Recently, with the growth of the smart phone market, the use of the applications has become increasingly common. The growth rate of mobile games particularly performs amazingly well in the market. While the number of mobile games is expanding, this allows the users to have a lot of choices from the games and also causes the use lifecycle of mobile game is getting short. Therefore, the main discussion of my thesis is about investigating mobile gamer's continuous using intention and the causing factors of that intention in order to provide references for mobile game developers. This study combines the theory of Expectation Confirmation Model, and adds three important features. They are perceived playfulness, perceived convenience and perceived sociability. The results of this thesis are summarized as follows: First, perceived usefulness is the most effective factor in this study, and this outcome is also consistent with the theory of Expectation Confirmation Model. Secondly, my study adds three important features: perceived playfulness, perceived convenience and perceived sociability. They all have influnence on user's continuous using intention, but the perceived sociability has the most significant and positive impact on it. The result shows that in order to maintain good social relationship with friends, the users decide to continue having and playing mobile games. The user’s continuous using intention of mobile games is significantly improved by the sociability.
Li, Min-Jhang, and 李旻璋. "Mobile Shopping APP Continuance Intention Research: Perspective of Expectation-Confirmation Theory." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/wy32m2.
Full text國立中正大學
資訊管理系研究所
106
Abstract With the rapid development of internet and information, mobile commerce whether Taiwan or other countries are concerned. Apparently Business Across the world, there are huge business opportunities, And according to market research firm e-Marketer future mobile commerce has a huge profit margins, relative shopping APP has gradually become the general public's main use of shopping. Because shopping APP gradually prevailed, so shopping APP continued use is that the enterprises should be concerned about. In this study, we use the theory of expectation confirmation model, mobile service quality and hedonic value to explore the factors influencing the continuous use of shopping APP and establish a complete model of continuous use of shopping APP. This study is through online questionnaire. The object of study is used B2C shopping APP customers, valid questionnaires were collected 506.In this study, structural equation model was used to verify the relationship between variables in this study. There was a significant positive effect between the study variables. In addition, among the customer psychological factors, the value of hedonic value has a significant positive impact on satisfaction and continuous use. I hope this study has some contribution to the practical aspects and academic theories.
Chen, Ying-Zhv, and 陳映竹. "Understanding Customer Loyalty in Brand Communities with the Expectation Confirmation Theory." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/xj59rf.
Full text國立虎尾科技大學
資訊管理研究所
103
Along with information technology progress and the smartphone popularization, mobile instant communication applications have become an important communication tool between members in brand communities. The purpose of this study is to explore the key factors which impact the members’ loyalty in brand communities. Based on the expectation confirmation theory and previous studies, the research model was conducted. This study applied the online survey method to collect data from respondents who had participated in a brand community. Structured Equation Modeling (SEM) with Partial Least Squares (PLS) analysis was employed to examine the reliability, validity, and research hypotheses. Research findings showed that most of research hypotheses were supported except that trust has no significant influence on continuance intention in a brand community.
Lin, Yu-Jie, and 林裕傑. "A Study of Conformation and Service Quality Based on Expectation Confirmation Model." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/23zbpw.
Full text國立中正大學
資訊管理學系暨研究所
102
Expectation Confirmation Model (ECM) proposed in 2001 by Bhattacherjee, found out the importance of user adoption continued use of the information system, which is still being widely used among many scholars in the field of information technology. However, few scholars further discussed and researched for the confirmation of ECM constructs in the past. From the literature review, we found that the construct of confirmation is similar to service quality. Service quality widely discussed and researched topic. This study uses models proposed by Parasuraman et al (1988) and Brady and Cronin (2001) to measure service quality. This study investigates, compares and integrates the confirmation and service quality based on the ECM model. Empirical data for this study was collected by a cross-sectional field survey of Information Technology Services (ITS) users. Following the data collection, 326 usable responses were obtained for a response rate of about 97.9%. This study found that both ITS service qualities are positively associated with users’ satisfaction and the association results are stronger than the confirmation and so does the R-square. In sum, this study theoretically integrates the topics of service quality and ECM and empirically improves ECM model in a partial way.
HSIANG-HSIANG, TSAI, and 蔡湘湘. "Applying Expectation Confirmation Theory to Understanding Individual's Continuous Use of Cloud Services." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/62174326569670678309.
Full text國立中正大學
資訊管理學系暨研究所
103
It is believed that cloud computing applications will be becoming popular in the next decade. More and more businesses have already provided or are preparing to provide the individual's cloud services. Because switching cost is rather low and number of providers is wealthy for users using cloud services, continuous use is a key issue in the success of cloud services. This study aims to investigate influencing factors of individual's continuous use of cloud services. The objective of this study is to explore the significant factors affecting the continuous use of cloud services for individual users. Our research model expands the Bhattacherjee’s IS continuance model by adding some antecedents to IS continuous use intention, postulating indirect links between satisfaction and continuous use intention. A survey was conducted to empirically test the model and 338 effective responses were collected. The analytical results indicated that the factors significantly influencing user's satisfaction including perceived usefulness, confirmation, and perceived risk. User satisfaction and perceived usefulness also significantly affects user’s continuous use intention. Furthermore, innovation doesn’t affect the perceived usefulness and continuous use intention. The brand loyalty affects trust, but doesn’t affect perceived usefulness. Finally, implications for academics and practitioners are also provided.
Yang, Yao-tsung, and 楊曜聰. "Applying Expectation-Confirmation Theory to Study the Continued Usage of Tablet PC." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/76005171054808824944.
Full text國立屏東科技大學
資訊管理系所
100
The recent rise of the Tablet PC, various manufacturers launched their own Tablet PC.Tablet PC has become the number one product in the 2011 Global Consumer Electronics Show (CES), This research aims to discuss the theory (Expectation-Confirmation TheoryECT) as a research and Tablet PC ipad theoretical basis, Tablet PC ipad users continued use of the intention to explore to explore the factors consumers continued use. In this research, have two ways. One is for the user has been usedipad,another is use of online questionnaires.In this research,Valid questionnaires is 280 (Total have 306 questionnaires.) According to the results of the analysis by the SPSS18 and AMOS18 statistical software.The iPad give the users the feeling of close to the original psychological expectations, the user will be quite satisfied and contribute to continued use.However, the brand for the ipad users, will no significant impact.Based on the findings, make recommendations and provide follow-up study to the manufacturer.
SHIANG-LIEN, LEE, and 李祥連. "Understanding IPTV Continuance -Integrated Perspectives from Investment Model and Expectation-Confirmation Theory." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/97466364455223000063.
Full text國立高雄應用科技大學
資訊管理系碩士在職專班
99
IPTV has already been a futuring product of Digital Convergence and become more influential and more important through much applying and research in many countries. Basically, IPTV supports digital signal, as now, the cable TV support just analog quality which the customer own, then, the majority of TV customer are not the IPTV customer. The president, Mr. Ma Ying-jeou, announced that next year (2012) will be the original year of digitalization, and the NCC (National Communications Commission) has made a schedule of eintiring digitalized through Taiwan in the year 2013. IPTV will be an important issue of its applying, and this research`s analysis is about the factors of persist using of IPTV. Chung-hwa Telecom is the biggest enterprise that supports the IPTV in Taiwan. In 2011, the amounts of CHT’s members are over 800,000. They are supposed to be powerful representatives of IPTV. It’s very reliable to make a research to them to find the potential ability of IPTV in Taiwan. Besides, CHT’s MOD of IPTV has operated for 7 years, the programming and marketing modification of CHT will support the researchers a chance to study. This research, as the customers of MOD of CHT as the sample, apply satisfaction; ETC theory; invest model by Rusbult, to make an empirical research by questionnaire survey to study the factors of continuing use of IPTV. The tools were used in this research are: PLS(Partial Least Squares)、SPSS. The results as follows: Satisfation, reconition value, and invest scale are remarkable influenced to persistenet using of IPTV. Finally, I hope the results are helpful to the investigation of IPTV’s market. It also donate references and suggestions to the operating company of IPTV.
Lu, Jia-Shian, and 盧佳賢. "Understanding e-learning continuance intention: An extension of the Expectation-confirmation Model." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/90316885081202099292.
Full text國立屏東商業技術學院
資訊管理系
95
With increasing Internet usage, e-learning has been a highly popular e-commerce application in recent years. However, few studies have investigated what factors influence learners to continue to use the e-learning information technologies. With a better understanding of these factors’ role in learners’ continuance intention, practitioners should be able to make adjustments in their teaching plans that should help enhance the learning performance. This study applies the expectation confirmation model (ECM) with TAM and TPB models that incorporates perceived Web quality, perceived enjoyment and perceived values as external factors to explain learners’ continued intention of e-learning. The proposed model was empirically evaluated using survey data collected from 381 users about their perceptions of e-learning. The results indicate that continued intention of e-learning is determined by subject norm, perceived behavior control, satisfaction and perceived usefulness. The results also point out the satisfaction of e-learning is influenced by perceived values, confirmation and perceived usefulness, but perceived ease of use and perceived enjoyment are not a significant factor. The results can provide Internet users with the development of learning to do reference.
ZENG, LI-RU, and 曾莉如. "Exploring the Use Intention of LINE Travel with the Expectation Confirmation Theory." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/9d2n2u.
Full text國立高雄科技大學
資訊管理系
107
The purpose of this study is to explore whether confirmation generated by users after using LINE Travel is consistent with the expectations before use. Refer to Oliver (1980)'s Expectation-Confirmation Theory (ECT) as the basis of the research model, and using Bhattacherjee (2001) in the revision of the Expectation Confirmation Theory (ECT), the proposed IS Post-Acceptance Model of IS Continuance to build the research model. Exploring the "Confirmation" and "LINE Travel User Satisfaction" that users feel when using LINE Travel, to further understand the "LINE Travel Continuous Use Intention" after users use LINE Travel. A total of 520 valid questionnaires were collected in this study. The results of the SmartPLS 3.2.8 software showed that all the hypotheses of this study were confirmed and established. The findings of this study are as follows: (1) "Perceived LINE Travel Quality Characteristics (information quality, system quality, service quality)" has a positive and significant impact on "Confirmation "; (2) "Perceived LINE Travel Quality Characteristics (information quality, system quality, service quality)" has a positive and significant impact on "LINE Travel User Satisfaction"; (3) "Confirmation" has a positive and significant impact on "Perceived LINE Travel Use Characteristics (perceived usefulness, perceived ease of use)"; (4) "Perceived LINE Travel Use Characteristics (perceived usefulness, perceived ease of use)" has a positive and significant impact on "LINE Travel User Satisfaction"; (5) "Confirmation" has a positive and significant impact on "LINE Travel User Satisfaction"; (6) "LINE Travel User Satisfaction" has a positive and significant impact on "LINE Travel Continuous Use Intention".
Huang, Chih-Yang, and 黃智揚. "The Study of System Quality on Cloud Services Based on Expectation-Confirmation Model." Thesis, 2016. http://ndltd.ncl.edu.tw/handle/55992552221850619302.
Full text大同大學
資訊經營學系(所)
104
In this era of rapid development of information technologies, cloud services have lots of applications can adopt nowadays. This study aims to understand the influence of related factors on the acceptance of cloud services. We developed an integrated model including information system quality, expectation-confirmation model and habit to assess users’ behavioral intention towards cloud services. The analysis results found information systems quality has the significantly positive influence on perceived usefulness, confirmation, habit, and satisfaction. However, perceived usefulness has not the significant impact on satisfaction and continuance intention.
Chang, Chiung-Wen, and 張瓊文. "Consumer Behavior in Online Traveling Website: An Empirical Study of Expectation-Confirmation Theory." Thesis, 2006. http://ndltd.ncl.edu.tw/handle/52593907087642075269.
Full text大葉大學
資訊管理學系碩士班
94
In the recently years, travel websites are developing vigorously: not only the markets of travel websites, but also the purchasing frequencies are rising swiftly. The reason for which people would like to purchase on-line travel websites again is an important area of research. However, previous related studies all stressed on the situation of technology acceptance model (TAM), the study is based on the application of Expectation-Confirmation Theory (ECT), and then develops a behavior model that would influence customers’ continuous travel websites usage. Using this behavior model explores after purchasing and using products and services from the travel websites, whether a gap which exists between expectation and reality would distinctly affect satisfactions. This study collected questionnaires from 233 people who have purchased products or been serviced on travel websites. Find a gap which exists between expectation and reality, service quality would affect satisfaction of customers.
Tasi, Fu-Cheng, and 蔡馥丞. "An Exploration of Using Business Blog: Involvement Theory and Expectation-Confirmation Model Perspectives." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/92119711618862729378.
Full text國立中正大學
資訊管理學系暨研究所
99
It attracted many companies’ focuses that the fastly growing number of use of blog, and they followed the trend to build the business blogs. Because blogs can provide the company and visiters bilateral communications, and let visiters leave some opinions and commends to make thses ideas exchanged between them and the company, it’s a great way to collect outside data. Therefore, how to make visiters keep using business blog would be a critical issue for the company, and it also would be discuss in this study. This study integrated involvement theory and expectation-confirmation model to discuss user’s continuance intention of using business blog. The sample data was collected by online questionnaire survey, and got 320 valid responses in sum. The results of structural equation modeling analysis indicate that satisfaction and perceived usefulness have significant and positive effects on continuance intention, and in addition, personal involvement, situational involvement ,and confirmation have significant and positive effects on continuance intention through satisfaction are revealed as well. Besides, the results also show that confirmation has significant and positive effects on continuance intention through perceived usefulness.
LI, JIA-HAO, and 李嘉豪. "A Study of User's Continuous Intention in Facebook Based on Expectation Confirmation Model." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/42xuh6.
Full text國立屏東大學
行銷與流通管理學系碩士班
106
Facebook has a lot of functions, such as video calls, live video streaming, information sharing. Currently, Facebook is the most popular social network site in Taiwan. Based on Expectation Confirmation Model, this study explores the users’ continuing usage in Facebook, and analyzes the influence of confirmation, perceived usefulness, perceived playfulness, perceived ease of use, perceived security, and satisfaction on the continuance intention respectively. Sample survey was applied to investigate Facebook users and collects 464 valid questionnaires. The Partial Least Squares (PLS) was employed to test the model and research hypotheses. The results of this study are as follows: (1)Confirmation has positive effect on perceived usefulness, perceived playfulness, perceived ease of use, perceived security, and satisfaction; (2)The effect of perceived usefulness on satisfaction is not significant; (3)Perceived playfulness, perceived ease of use, and perceived security positively affect satisfaction; (4)The effect of perceived playfulness on continuance intention is not significant; (5)The effects of perceived usefulness and satisfaction on continuance intention are significant. Finally, the results of this study provides several academic and practical recommendations for the future research.
HSIEH, CHI-TING, and 謝奇廷. "A Study of Users’ Continuance Intention in PharmaCloud System: Based on Expectation Confirmation Theory." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/wrc6uf.
Full text國立中正大學
資訊管理系醫療資訊管理研究所
104
This study is about a system named PharmaCloud System. In Taiwan, this system was developed for doctors to use. It can let doctors know what medicine that patients had take in the last three months. In the past there are lot’s of research about Electronic Medical Record (EMR) system. Those research showed many of theories can be test in Electronic Medical Record (EMR) system. Although there are lot’s of reserch about EMR, there are very few research about PharmaCloud. This study use Expectation Confirmation Theory to evaluate PharmaCloud user’s satisfaction and Continuance Intention . In this study, a questionnaire distributed to hospitals way of collected 118 valid questionnaires. Implications for research, this study illustrates the importance of Expectation Confirmation Theory in PharmaCloud System usage studies. Can be used as a reference for future research.
Wu, Huang-Tzu, and 吳凰慈. "Understanding Online Consumers' Repurchase Intention: An Integration of Cognitive Absorption and Expectation-Confirmation Model." Thesis, 2006. http://ndltd.ncl.edu.tw/handle/52922080323341593432.
Full text國立成功大學
國際管理碩士在職專班
94
Expectation-Confirmation Theory (ECT) has been widely used to predict the contin-ued usage in the consumer behavior literature. This research examines the factors influ-encing online consumers’ intention to continue shopping in the context of B2C electronic commerce. Specifically, this study integrates Bhattacherjee’s Expectation-Confirmation Model (ECM) with cognitive absorption to investigate online consumers’ repurchase in-tention. Eight research hypotheses derived from the proposed model were empirically validated. The results suggest that online consumers’ repurchase intention is determined primarily by satisfaction, followed by perceived usefulness. Also, satisfaction is jointly determined by confirmation, perceived usefulness, and cognitive absorption. With the addition of cognitive absorption, the extended ECM provides a better fit than the original model for predicting online consumers’ repurchase intention. Moreover, the research results indicate that cognitive absorption exerts a strong effect on satisfac-tion, whereas perceived usefulness exhibits a weak impact on consumers’ satisfaction. This finding implies that online consumers’ satisfaction may be more related to their in-trinsic motivations rather than the extrinsic motivations.
Huang, Wen-Kai, and 黃文楷. "An Empirical Study of Continuing Usage in Blog Context: Based on Expectation-Confirmation Theory." Thesis, 2007. http://ndltd.ncl.edu.tw/handle/91360809966970924939.
Full text國立高雄第一科技大學
資訊管理所
95
In this study, a research is conducted on users continuing use in Blog based on Expectation-Confirmation Theory (ECT). Efforts are made to generalize factors that influence continuing use behavior through the literature review on the topic of characteristics of Blog, information technology adoption, and information systems success. So far, there hasn’t been any research in ECT investigating continuing use in terms of interactivity. Therefore, we extended the variables of ECT to better explain the continuing use of Blog under different context. With users continuing use of Blog for more than 3 months in Taiwan as research subjects, data analysis is conducted via LISREL statistical analysis, with 739 valid questionnaires returned. This study concludes four main results with using Blog system, including: 1. Expectation confirmation has positive effect on the extent of perceived use and perceived characteristics of Blog. 2. Perceived quality of Blog has a positive impact on the expectation confirmation and users’ satisfaction. 3. Extent of expectation confirmation, perceived characteristics of Blog and perceived use of Blog has been evaluated as positive significance on users’ satisfaction. Finally, users’ satisfaction of Blog has positive significance on users’ intention. On the whole, most of hypotheses were supported. Implications are also provided.
Chiu, Chiang-Te, and 邱慶德. "Applying Expectation Confirmation Theory to User Continuous Use of the Medical Inquiry Web Sites." Thesis, 2003. http://ndltd.ncl.edu.tw/handle/39037763403396648999.
Full text國立中正大學
資訊管理學系
91
Due to the great advance of the web technology, Internet provides a new channel for medical inquiry. Whether people who need medical consultation will adopt the new medical inquiry, as well as they will continuously use it or not, have become a major challenge of the development of the medical inquiry web sites. In this study, we reviewed previous studies related to continuance intention of information systems, and explored the factors influencing continuance intention of the medical inquiry web sites. Based on the expectation-confirmation theory, we proposed a research model. To test the research model, we surveyed people who had the experience of using the web medical inquiry via the web-based questionnaire. The survey period was during March 26 to April 15, 2003, with total 133 usable responses, the response rate is twenty percents. Confirmatory factor analysis was used to test the reliability and validity among the constructs, and then we use the structural equation modeling to test the hypotheses. The result indicating that, people who use the web medical inquiry are mostly younger than 40 years old with higher education level. The actual duration of inquiry reply by the web site is significantly longer than the user expected. The factors influencing continuance intention are perceived usefulness and trust, but the satisfaction is not significant. The trust is influenced by confirmation, perceived usefulness and satisfaction. Finally, the satisfaction is also influenced by confirmation and perceived usefulness.
Li, Kuan Hui, and 李冠慧. "Applying Expectation Confirmation Theory to Examine the Continuance Intention of Consumer Reading Online Review." Thesis, 2016. http://ndltd.ncl.edu.tw/handle/24545348707902114033.
Full textCHIEN, PI-HSUAN, and 簡碧萱. "Exploring Continuance Intention of Intelligent customer service: based on Expectation Confirmation Theory and Trust." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/3j97nu.
Full text東海大學
企業管理學系碩士班
107
The emergence of artificial intelligence has changed the way customer experience services. And how to make intelligent customer service accepted by the public is need to be discussed. So this study is Exploring Continuance Intention of Intelligent customer service: based on Expectation Confirmation Theory and Trust. This study used a questionnaire survey, which was conducted by a group of people who had not used intelligent customer service and collected 258 valid samples. The study contains descriptive statistics analysis, reliability analysis, validity analysis, and structural equation model analysis. The results show that perceived usability, usability confirmation, perceived usefulness, and usefulness confirmation determined user satisfaction with intelligent customer service. And usability confirmation and usefulness confirmation along with trust predicted continuance intention. In conclusion. One is usability and usefulness are important factors for continuous use of intelligent customer service. Second is satisfaction is important for trust in intelligent customer service. The other is trust is important for continuance intention in intelligent customer service. Some recommendations are made as follow: 1. Intelligent customer service humanized dialogue mode to generate emotional communication. 2. Continuously optimize the intelligent customer service system to maintain user satisfaction.
Weng, Pei-Wei, and 翁培瑋. "Using Expectation-Confirmation Theory Model to Explore the Continuance Usage Intention of Pokémon GO." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/fux2y7.
Full text淡江大學
資訊管理學系碩士在職專班
106
Abstract Pokémon GO was released on iOS and Android platforms in July 2016. This mobile game provides players to catch, battle, train, and deal virtual creatures “Pokémon” in the real-world locations. Unfortunately, the population of worldwide daily active players kept decreasing after collecting all the first generation of Pokémon. However, Pokémon GO was added the second generation of Pokémon in February 2017. The aim was to increase players’ continuance usage intention by enriching the game. The study was conducted by surveys, say total 154 pieces of valid questionnaires. The objects are the users of Pokémon GO. And the surveys were included not only the confirmation and satisfaction of Expectation-Confirmation Theory Model to find out their influence on continuance usage. Also the perceived playfulness, perceived competition, and the perceived usefulness of Technology acceptance model to find out their behavior of continuance usage. The study was trying to understand the main factor for continuance usage from the analysis results. The results of the study indicated that “confirmation” is a significant positive effect on “satisfaction”, “perceived playfulness”, and “perceived usefulness”; and “satisfaction” and “perceived playfulness” are significant positive effects on “continuance usage intention”; also “perceived playfulness” is a significant positive effect on “satisfaction”; then “perceived competition” is a significant positive effect on “perceived playfulness”; lastly, “perceived usefulness” is not a significant effect on “continuance usage intention”. The phenomenon that the perceived usefulness effect weakly on continuance usage intention for Pokémon GO revealed that there’re playfulness and satisfaction much more than usefulness when using Pokémon GO. The theoretical contribution of this study is to provide understanding of the factors that affect the use of Pokémon GO. It was also found that there’s a management meaning. The platform manager of Pokémon GO can increase users’ continuance usage intention by taking advantage of different factors. And based on different groups’ characters, the management level can release the interesting items for them or provide more inspects of services. For example, designing a function with social entertainment allow users to interaction by online chatting while playing the game; and raising users’ behavior intention by abundant contents.
Lue, Alison, and 劉笠森. "Online Shopping Users’ Repurchase Intention: An Integration of Social Cognitive Theory and Expectation Confirmation Theory." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/tg6pqy.
Full text國立高雄第一科技大學
國際管理碩士學位學程
103
In recent years, and the rise of e-commerce and the Internet to flourish, not only to subvert the traditional business model, also make new pathways and trading platform, more Internet trades are becoming more common. While Internet marketing is the current hottest issues of e-commerce research, but produced a more basic question, about whether this new mode of shopping that consumers can completely trust and continuous use. This study based on expectation confirmation theory, to discuss whether will affect consumers '' continuing use of Internet shopping behavior intentions. However, the expectation confirmation theory can only explain consumer satisfaction and post-purchase behavior, does not completely explain why consumers willing to use online shopping after continuous use. Therefore, in order to further understand the consumers are willing to continue to use intention of Internet shopping, this study combines the social cognitive theory, to explore how consumers are willing to continue to use the impact on online shopping.
Chang, Hui Wen, and 張惠雯. "Examining the continuance intention of mobile shopper:Integration of Expectation-confirmation Theory and Innovations Diffusion Theory." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/s4ts7t.
Full text亞洲大學
經營管理學系碩士在職專班
105
The universalization of mobile devices and the optimization of mobile network speed and coverage have driven the growth of the mobile m-commerce market, and the online purchasing channel of Taiwanese consumers has also changed from personal computers to mobile devices. However, previous related studies on mobile shopping lack the assessment of factors influencing the continuance of mobile shopping. Therefore, this research aims to explore the continuance intention of mobile shoppers using expectation-confirmation theory and Innovation Diffusion Theory as the foundation, with perceived playfulness and perceived innovation as variables. An empirical research on mobile shoppers was conducted, and 291 valid questionnaires were collected. SmartPLS analytical results show that mobile shoppers generally hold a positive attitude towards validity, perceived usefulness, perceived playfulness, perceived innovation user satisfaction and continuance intention, as well as positive relations between all the variables. Finally, based on the outcome of the empirical research, this study suggests that to increase the continuance intention of mobile shopping, related service or function providers should hold consumer demands closer to heart, creating personalized and pleasant mobile shopping experiences wherever, whenever.
Lopes, Cátia Cristina Araújo. "Expectation confirmation theory and heated tobacco products continuance: What influences the continuance intention of IQOS?" Master's thesis, 2021. http://hdl.handle.net/10362/126520.
Full textThis paper explores the causes that influence the intention to continue using heated tobacco product. These products are gaining popularity due to claims of reduced danger to consumers’ health, which is a major concern amongst active smokers nowadays, but is this the only reason? An adaption of the expectation-confirmation model was used to develop the research model along with other external constructs. The purpose of this research is to understand what is behind the intention of continuing to use the products instead of conventional tobacco products (e.g., cigarettes) by conducting a survey to IQOS smokers, Philip Morris’ heated tobacco product. Based on a sample of 175 Portuguese respondents we conclude that satisfaction and brand trust are the main enhancers of IQOS continuance intention. Additionally, we find that risk perception is not a relevant factor to explain the continuance intention.
Hsu, Huiman, and 徐惠滿. "Knowledge Sharing Continuance Intention in Virtual Community : Integration of Expectation-Confirmation Theory and Motivation Theory." Thesis, 2012. http://ndltd.ncl.edu.tw/handle/31058388817208817388.
Full text亞洲大學
經營管理學系碩士班
100
In modern society, an online Virtual Community is a crucial Knowledge-Sharing platform that collates and integrates knowledge generated by the community members’ brainstorming. In the open environment of the Internet, many users are extremely enthusiastic and willing to share their knowledge or experience, whereas numerous others prefer to be bystanders rather than contributors. Therefore, understanding the factors that influence Knowledge Sharing for Internet users, as well as the correlations between these factors, will assist in promoting continued Knowledge Sharing among Internet users and expand the use or effectiveness of knowledge. This study was based on Expectation Confirmation theory, and supplemented by motivation theory. We investigated the opinions of current virtual community users regarding Knowledge-Sharing from a number of perspectives, including expectation-confirmation, satisfaction, continuance intention for sharing, Perceived Usefulness, Perceived Enjoyment, and the correlation among these variables. An online survey was conducted to collect opinions from 298 users of virtual communities. The results show that the users of virtual communities held positive attitudes toward Expectation-Confirmation, satisfaction, continuance intention, Perceived Usefulness, and Perceived Enjoyment for Knowledge Sharing in Virtual Communities. Furthermore, positive correlations exist between the variables. Finally, we discuss the academic and practical implications of this study to act as references and recommendations for subsequent studies on knowledge-sharing in virtual communities. Key words: Virtual Community , Knowledge Share , Expectation-Confirmation , Perceived Usefulness, Perceived Enjoyment
Chen, Bojhen, and 陳柏蓁. "The Study of Re-purchase Intention of Online Group-Buying on the Expectation-Confirmation Theory." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/70851556399300562694.
Full text長榮大學
資訊管理學系碩士班
99
Online group-buying has become a popular consuming approach, attracting a large number of consumers to purchase products collectively due to the reduced price in an expected volume order. This new consuming mode usually focuses on the economic value in the market. However, group-buying is a kind of social commerce. Both individual and social factors are critical antecedents of online group-buying intention and behavior. This study examines the effects of reputation of online group-buying website and the sponsor, as well as the individuals’ perception of trust and risk on their intention of group-buying. Furthermore, according to the expectancy confirmation theory, this study also measures the people’s expectancy before online group-buying, the confirmation after online purchasing collectively, and its subsequent influence on customers’ satisfaction and re-purchase intention through online group-buying. In this study, through an online questionnaire survey, 207 valid questionnaires were obtained, and analyzed by AMOS. The research results demonstrate that partial influence of reputation on trust. Except for the insignificant influence of risk on customers’ attitude and their intention (reintention) of online group buying, all other hypotheses are supported. The research results and findings are discussed more in the paper, and the implication and further study suggestion are also provided.
Wang, Chien-Chih, and 王建智. "Integrate Expectation Confirmation Theory and Two Factor Theory to Explore IS User’s Organizational Citizenship Behavior." Thesis, 2013. http://ndltd.ncl.edu.tw/handle/95278853702277192348.
Full text國立中山大學
資訊管理學系研究所
101
System user’s acceptance behavior in firms has long been shed light on in information system (IS) research. However, except for user’s acceptance behavior, more positive and proactive oriented behaviors, user’s organizational citizenship behavior (OCB) has gradually been emphasized in IS research. However, in current IS research, no efforts have addressed on digging the antecedents of user’s OCB. Therefore, this study combined expectation confirmation theory and two factor theory to examine the impact of confirming level of IS hygiene factors and motivator on user’s affect – satisfaction and delight which will further influence user’s OCB. Data was collected from 237 IS users in firms in Taiwan to test our hypothesis. The result shows that user delight is a stronger predicator of user’s OCB than user satisfaction. Besides, we find that information quality, system quality and service quality of organizational IS are hygiene factors. The relationship between IS hygiene factors and user satisfaction is similar to the pattern of left half of bell shape. This indicates IS hygiene factors are not critical for boosting user’s positive satisfaction and triggering user’s OCB. Besides, although the IS motivator we proposed in our research context is a performance factor, we find that the extremely high level of confirmation on IS performance factors can cause user delight and further result in user’s OCB. The result of this study can provide practitioners as well as academics the refreshing view regarding the relationship between user satisfaction and IS related characteristics. Besides, this research also pioneers IS studies in finding the important antecedents of user’s OCB – user satisfaction and delight.
KAO, YU-LING, and 高毓伶. "A Study of Consumer's Repurchase Intention in Online Shopping–the Perspective of Expectation Confirmation Theory." Thesis, 2019. http://ndltd.ncl.edu.tw/handle/de9hxe.
Full text國立屏東大學
行銷與流通管理學系碩士班
107
With the increasing popularity of smart phone, the type of shopping is driven to be changed. Online shopping has become a part of our daily life. As the number of online stores grows, elevating the willingness of repurchase of customers is a means for sellers to obtain competitive advantage. Moreover, due to the rapid development of the Internet, consumers can find word-of-mouth about goods or services in a short period of time. Therefore, this research explores the repurchase intention in online shopping based on Expectation Confirmation Theory. At the same time, this research studies the influence of positive and negative word-of-mouth on regret, and the role of trust played between satisfaction and repurchase intention. This research inquires consumers with experiences of online shopping and collects 240 valid samples. This research utilizes Partial Least Squares to examines the whole research structure, and executes statistical analysis with SPSS. The results of this research shows: (1) Confirmation has positive and significant influence on satisfaction; (2) Satisfaction has positive and significant influence on trust; (3) Trust has positive and significant influence on the willingness of repurchase; (4) Positive word of mouth has positive and significant influence on regret; (5) Negative word of mouth has positive and significant influence on regret; (6) Regret has positive and significant influence on satisfaction; (7) Regret has positive and significant influence on repurchase. In the end, the discussion and advices are proposed according to the research results and they can be reviewed as reference by the academia and industry sectors.
Wei-Chi, Li, and 李偉齊. "Understanding the Drivers of the Continuance Intention of Airbnb Hosts from the Expectation Confirmation Theory." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/chnpmr.
Full text國立中山大學
資訊管理學系研究所
106
Nowadays, with the prevalence of a sharing economy, platforms such as Airbnb will garner greater attention. More and more people would like to have the right to use rather than have ownership of a product. Most prior studies have adopted many different perspectives to explore the sharing economy. Few have attempted to examine users'' satisfaction and investigate the expectation-performance discrepancy on sharing economy platforms. Hence, our study views Airbnb as the main subject, in order to understand the continuance intention of Airbnb hosts. We use the Expectation Confirmation Theory model, supplemented by social, economic, and epistemic benefits, to understand the Airbnb host''s intention to continuous use and the degree of correlation among the three. We also analyzed three factors that are perceived enjoyment, perceived usefulness, and trust to understand the satisfaction of Airbnb hosts for the platform and the impact of continuous intentions. The results of the study found that apart from economic benefits, social and epistemic benefits also have a positive impact on the continuance intention of Airbnb hosts. Although Airbnb hosts don’t necessarily feel that social and epistemic benefits are very useful, if they feel pleasure and enjoy the experience, then they will want to continue to use the platform. Nevertheless, trust and risk are closely related, so trust for the platform can also enhance the Airbnb hosts'' intention of continuous use. When the real feelings and needs of the users are understood through research, they can increase the chances of achieving substantial improvement. To that end, the users'' needs are also more visible, it increases people''s intention to use, and helps improve Airbnb’s strategic plan, use efficiency, and platform development.