How to cite this paper
Hammouri, Q., Altaher, A., Al-Gasawneh, J., Rabaai, A., Aloqool, A & Khataybeh, H. (2022). Understanding the determinants of digital shopping features: The role of promo code on custom-er behavioral intention.International Journal of Data and Network Science, 6(3), 641-650.
Refrences
Abu-Shamaa, R., & Abu-Shanab, E. (2015, February). Factors influencing the intention to buy from online stores: An em-pirical study in Jordan. In 2015 IEEE 8th GCC Conference & Exhibition (pp. 1-6). IEEE.
Abu-Shanab, E. A. (2011, March). Education level as a technology adoption moderator. In 2011 3rd International Confer-ence on Computer Research and Development (Vol. 1, pp. 324-328). IEEE.
Ahmad, K., Ayyash, M. M., & Al-Qudah, O. M. A. (2018). The effect of culture values on consumer intention to use Ara-bic e-commerce websites in Jordan: an empirical investigation. International Journal of Business Information Sys-tems, 29(2), 155-182.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes,50(2), 179–211. doi:10.1016/0749-5978(91)90020-T
Alamsyah, A., Rizkika, W., Nugroho, D. D. A., Renaldi, F., & Saadah, S. (2018, May). Dynamic large scale data on twitter using sentiment analysis and topic modeling. In 2018 6th International Conference on Information and Communication Technology (ICoICT) (pp. 254-258). IEEE.
Al-Dmour, H., Aloqaily, A., Al-Qaimari, R., & Al-Hassan, M. (2021). The effect of the electronic word of mouth on pur-chase intention via the brand image as a mediating factor: an empirical study. International Journal of Networking and Virtual Organisations, 24(2), 182-199.
Alfandi, A. M., & Marco, V. (2022). Electronic Word of Mouth Effects on Middle East Destination Overall Image and Behavioral Intention: An Empirical Study in Jordan. In New Governance and Management in Touristic Destina-tions (pp. 134-151). IGI Global.
Al-Gahtani, S. S. (2008). Testing for the applicability of the TAM model in the Arabic context: Exploring an extended TAM with three moderating factors. Information Resources Management Journal (IRMJ), 21(4), 1-26.
Al-Gasawneh, J. A., Al Khoja, B., Al-Qeed, M. A., Nusairat, N. M., Hammouri, Q., & Anuar, M. M. (2022). Mobile-customer relationship management and its effect on post-purchase behavior: The moderating of perceived ease of use and perceived usefulness. International Journal of Data and Network Science, 6(2), 439-448
Alkailani, L., & Abu-Shanab, E. A. (2021). Factors Influencing Online Purchase Intention in Qatar. International Journal of E-Business Research (IJEBR), 17(3), 1-21.
Almajali, D. A., & Hammouri, Q. (2021). Predictors of Online Shopping During Covid-19 Pandemic in Developing Coun-try: Qualitative Analysis. Annals of the Romanian Society for Cell Biology, 25(6), 12970-12977.
Almajali, D., Hammouri, Q., Majali, T., Al-Gasawneh, J., & Dahalin, Z. (2021). Antecedents of consumers’ adoption of electronic commerce in developing countries. International Journal of Data and Network Science, 5(4), 681-690.
Alsoud, M. A., & bin Lebai Othman, I. (2018). Factors Influencing Online Shopping Intention in Jordan: An Empirical Study Based on the Tam Model. International Journal of Current Innovations in Advanced Research, 1(6), 1-13.
Al-Zoubi, S. I., & Ali, M. (2019). E-mobile Acceptance Using Unified Theory of Acceptance and Use of Technology (UTAUT): Research on Universities in Jordan. Annals of Emerging Technologies in Computing (AETiC), Print ISSN, 2516-0281.
Anderson, J.C., & Gerbing, D.W. (1988), “Structural equation modeling in practice: a review and recommended two-step approach”, Psychological Bulletin, Vol. 103 No. 3, pp. 411-423.
Aparicio, M., Costa, C. J., & Moises, R. (2021). Gamification and reputation: key determinants of e-commerce usage and repurchase intention. Heliyon, 7(3), e06383.
Bandura, A. (1982). Self-Efficacy Mechanism in Human Agency. Computer Journal of American Psychologist, 37(2), 122–147.
Basak, R. K., Chatterjee, R., Dutta, P., & Dasgupta, K. (2022). Steganography in Color Animated Image Sequence for Se-cret Data Sharing Using Secure Hash Algorithm. Wireless Personal Communications, 122(2), 1891-1920.
Bashir, S., Khwaja, M. G., Rashid, Y., Turi, J. A., & Waheed, T. (2020). Green brand benefits and brand outcomes: The mediating role of green brand image. Sage Open, 10(3), 2158244020953156.
Book, L. A., Tanford, S., Montgomery, R., & Love, C. (2018). Online traveler reviews as social influence: Price is no longer king. Journal of Hospitality & Tourism Research, 42(3), 445-475.
Chin, W.W. (1998), “The partial least squares approach to structural equation modeling”, Mod. Methods Bus. Res, Vol. 295 No. 2, pp. 295-336.
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003. doi:10.1287/mnsc.35.8.982
Dionysis, S., Chesney, T., & McAuley, D. (2022). Examining the influential factors of consumer purchase intentions for blockchain traceable coffee using the theory of planned behaviour. British Food Journal.
Elshwikh, Y. (2017). A trust and reputation model for quality assessment of online content. International Journal of Ad-vanced Computer Science and Applications, 8(3), 58-61.
Eneizan, B. I. L. A. L., Alsaad, A. B. D. A. L. L. A. H., Abdelbaset Alkhawaldeh, H. N., & Rawash, O. E. (2020). E-wom, trust, usefulness, ease of use, and online shopping via websites: the moderating role of online shopping experi-ence. Journal of Theoretical and Applied Information Technology, 98(13), 2554-2565.
Faircloth, J. B., Capella, L. M., & Alford, B. L. (2001). The effect of brand attitude and brand image on brand equi-ty. Journal of marketing theory and practice, 9(3), 61-75.
Fishbein, M., Ajzen, I., & Belief, A. (1975). Intention and Behavior: An introduction to theory and research.
Fornell, C., & Larcker, D.F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50, available at: https://doi.org/10.1177/002224378101800104
Gharaibeh, M. K., & Gharaibeh, N. K. (2021). Understanding Adoption Intention of Mobile Shopping Applications: Em-pirical Assessment From IDT–Perceived Risk and Enjoyment. International Journal of Sociotechnology and Knowledge Development (IJSKD), 13(2), 31-47.
Gharaibeh, M. K., & Gharaibeh, N. K. (2022). A Conceptual Framework for Intention to Use Travel Apps: A Study From Emerging Markets. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 13(1), 1-16.
Giles, M., & Cairns, E. (1995). Blood donation and Ajzen's theory of planned behaviour: an examination of perceived be-havioural control. British Journal of Social Psychology, 34(2), 173-188.
Graf-Vlachy, L., Buhtz, K., & König, A. (2018). Social influence in technology adoption: taking stock and moving for-ward. Management Review Quarterly, 68(1), 37-76.
Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E. and Tatham, R.L. (2006), Multivariate Data Analysis, 6th ed., Prentice Hall, NJ.
Hair, J.F., Jr, Hult, G.T.M., Ringle, C. and Sarstedt, M. (2016), A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), Sage publications
Hammouri, Q. M., Abu-Shanab, E. A., & Nusairat, N. M. (2021a). Attitudes Toward Implementing E-Government in Health Insurance Administration. International Journal of Electronic Government Research (IJEGR), 17(2), 1-18.
Hammouri, Q., & Abu-Shanab, E. (2017a, May). The antecedents of trust in social commerce. In 2017 8th International Conference on Information Technology (ICIT) (pp. 648-652). IEEE.
Hammouri, Q., & Abu-Shanab, E. (2017b). Exploring the factors influencing employees' satisfaction toward e-tax sys-tems. International Journal of Public Sector Performance Management, 3(2), 169-190.
Hammouri, Q., Al-Gasawneh, J. A., Nusairat, N. M., Hanandeh, A., & Barakat, S. (2021b). The Determinants of Trust and its Influence on Online Buying Intention: An Empirical Study on Social Commerce in Jordan. Annals of the Romanian Society for Cell Biology, 4522-4539.
Hammouri, Q., Al-Gasawneh, J., Abu-Shanab, E., Nusairat, N., & Akhorshaideh, H. (2021c). Determinants of the continu-ous use of mobile apps: The mediating role of users awareness and the moderating role of customer fo-cus. International Journal of Data and Network Science, 5(4), 667-680.
Hammouri, Q., Almajali, D. A., Nusairat, N., & Saraireh, S. (2020). Determinants of Users’ Satisfaction with Mobile Apps. International Journal of Advanced Science and Technology, 29(3), 14613–14624.
Ho, R. C. (2019, June). The outcome expectations of promocode in mobile shopping apps: an integrative behavioral and social cognitive perspective. In Proceedings of the 2019 3rd International Conference on E-commerce, E-Business and E-Government (pp. 74-79).
Islam, T., & Hussain, M. (2022). How consumer uncertainty intervene country of origin image and consumer purchase in-tention? The moderating role of brand image. International Journal of Emerging Markets.
Jiang, Y., Kim, J., Choi, J., & Kang, M. Y. (2020). From clicks to bricks: The impact of product launches in offline stores for digital retailers. Journal of Business Research, 120, 302-311.
Kashif, M., Zarkada, A., & Ramayah, T. (2018). The impact of attitude, subjective norms, and perceived behavioural con-trol on managers’ intentions to behave ethically. Total Quality Management & Business Excellence, 29(5-6), 481-501.
Kauschinger, M., Letner, A., Schreieck, M., Urbach, N., Böhm, M., & Krcmar, H. (2022). Individual Enterprise Social Network Adoption: The Influence of Perceived Network Externalities and Perceived Social Capital Advantage.
Kumar, V., & Ayodeji, O. G. (2021). E-retail factors for customer activation and retention: An empirical study from Indi-an e-commerce customers. Journal of Retailing and Consumer Services, 59, 102399.
Lee, J. L., James, J. D., & Kim, Y. K. (2014). A reconceptualization of brand image. International Journal of Business Administration, 5(4), 1.
Lim, W. M., & Weissmann, M. A. (2021). Toward a theory of behavioral control. Journal of Strategic Marketing, 1-27.
Lingceng, W. U., Yi, Q. U., Shuo, Z. H. A. O., & Shu, Z. H. O. U. (2022). The Impact of Brand Image on Laptop Purchas-ing Intention—The Moderating Role of Consumer Ethnocentrism. International Journal of Business, Economics and Management, 9(1), 1-19.
Lutfi, A., Al-Okaily, M., Alshirah, M. H., Alshira’h, A. F., Abutaber, T. A., & Almarashdah, M. A. (2021). Digital finan-cial inclusion sustainability in Jordanian context. Sustainability, 13(11), 6312.
Majali, T. E. (2018). Electronic word of mouth determinants through facebook: Intangible benefits perspective. Advanced Science Letters, 24(6), 4102-4105.
Malhotra, Y., & Galletta, D. F. (1999, January). Extending the technology acceptance model to account for social influ-ence: Theoretical bases and empirical validation. In Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers (pp. 14-pp). IEEE.
Malik, R. (2022). Retail and Internet of Things: A Digital Transformation. In Advancing Smarter and More Secure Indus-trial Applications Using AI, IoT, and Blockchain Technology (pp. 251-260). IGI Global.
Mashal, I., & Shuhaiber, A. (2019). What makes Jordanian residents buy smart home devices? A factorial investigation using PLS-SEM. Kybernetes.
Mensah, I. K., Wang, R., Gui, L., & Wang, J. (2021). Exploring the Elements Influencing the Behavioral Adoption of E-Commerce by Chinese Small and Medium Enterprises (SMEs). Information Development, 02666669211048486.
Mohammed, A., & Rashid, B. (2018). A conceptual model of corporate social responsibility dimensions, brand image, and customer satisfaction in Malaysian hotel industry. Kasetsart Journal of social sciences, 39(2), 358-364.
Moh'd Al-Dwairi, R., Al-Shraideh, L. M., & Abu-Shanab, E. A. (2018). Mobile commerce adoption from consumers per-spective: the case of Jordan. International Journal of Information Systems and Social Change (IJISSC), 9(2), 12-27.
Nayal, P., & Pandey, N. (2020). Framework for measuring usage intention of digital coupons: A SPADM ap-proach. Journal of Strategic Marketing, 1-21.
Neslin, S., & Jiao, W. (2021). The Antecedents and Consequences of Promo Code Redemptions. Available at SSRN 3930720.
Nusairat, N. M., Alroale, M. A., Al Qeed, M., Al-Gasawneh, J. A., Hammouri, Q., Ahmad, A., & Abdellatif, H. (2021). USER-GENERATED CONTENT-CONSUMER BUYING INTENTIONS NEXUS: THE MEDIATING ROLE OF BRAND IMAGE. Academy of Strategic Management Journal, 20(4), 1-12.
Ogba, I. E., & Tan, Z. (2009). Exploring the impact of brand image on customer loyalty and commitment in Chi-na. Journal of Technology Management in China.
Plumeyer, A., Kottemann, P., Böger, D., & Decker, R. (2019). Measuring brand image: a systematic review, practical guidance, and future research directions. Review of Managerial Science, 13(2), 227-265.
Pratama, R. I., Megadini, D. D., & Kusriandini, T. (2019). Effect of perceived ease of use, word-of-mouth communication, and brand image on decision to use Lazada E-commerce services. International Journal of Multicultural and Multire-ligious Understanding, 6(1), 173-186.
Qasim, H., & Abu-Shanab, E. (2016). Drivers of mobile payment acceptance: The impact of network externali-ties. Information Systems Frontiers, 18(5), 1021-1034.
Rabaa’i, A. A. (2021). An investigation into the acceptance of mobile wallets in the FinTech era: An empirical study from Kuwait. International Journal of Business Information Systems.
Rabaa’i, A. A. (in press). Factors Affecting the Adoption of Mobile Grocery Delivery Applications. International Journal of Business Information Systems.
Risselada, H., de Vries, L., & Verstappen, M. (2018). The impact of social influence on the perceived helpfulness of online consumer reviews. European Journal of Marketing, 52(3/4), 619-636.
Rogers, M. (1983). The Diffusion of Innovations. Free Press.
Sardanelli, D., Vollero, A., Siano, A., & Bottoni, G. (2019). Lowering the pirate flag: a TPB study of the factors influenc-ing the intention to pay for movie streaming services. Electronic Commerce Research, 19(3), 549-574.
Schifter, D. E., & Ajzen, I. (1985). Intention, perceived control, and weight loss: an application of the theory of planned behavior. Journal of personality and social psychology, 49(3), 843.
So, K. K. F., Kim, H., & Oh, H. (2021). What makes Airbnb experiences enjoyable? The effects of environmental stimuli on perceived enjoyment and repurchase intention. Journal of Travel Research, 60(5), 1018-1038.
Sun, S., Law, R., & Schuckert, M. (2020). Mediating effects of attitude, subjective norms and perceived behavioural con-trol for mobile payment-based hotel reservations. International Journal of Hospitality Management, 84, 102331.
Sun, T., Viswanathan, S., Huang, N., & Zheleva, E. (2021). DESIGNING PROMOTIONAL INCENTIVES TO EMBRACE SOCIAL SHARING: EVIDENCE FROM FIELD AND ONLINE EXPERIMENTS. MIS Quarterly, 45(2).
Sutisna, F., & Handra, T. (2022). The Theory of Planned Behavior Influences Online Shopping Behavior. APTISI Transac-tions on Management (ATM), 6(1), 52-61.
Sütütemiz, N., & Saygılı, M. (2020). The effects of hedonic and utilitarian shopping motivations on online purchasing in-tentions: a Turkish case study. The Retail and Marketing Review, 16(1), 61-83.
Tandon, U., & Ertz, M. (2022). Customer Satisfaction Towards Online Shopping by Empirical Validation of Self-Determination Theory. In Handbook of Research on the Platform Economy and the Evolution of E-Commerce (pp. 177-203). IGI Global.
Usman, M. U., & Kumar, P. (2021). Factors influencing consumer intention to shop online in Nigeria: A conceptual study. Vision, 25(4), 407-414.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478.
Vrain, E., Wilson, C., Kerr, L., & Wilson, M. (2022). Social influence in the adoption of digital consumer innovations for climate change. Energy Policy, 162, 112800.
Wallace-Williams, D. M., Tiu Wright, L., & Dandis, A. O. (2022). Social norms, cues and improved communication to in-fluence behaviour change of smokers. Journal of Marketing Communications, 1-26.
Widiandita, B. K., & Ketut, G. I. A. (2020). The effect of perceived brand leadership towards consumer satisfaction and repurchase intention on e-commerce website. Russian Journal of Agricultural and Socio-Economic Sciences, 97(1).
Widyatama, G. W., Chelliah, S., Kai, Y., Yingxing, Y., Tien, Y. C., Mey, W. C., & Sin, L. G. (2020). Grab marketing strategy, research & development. International journal of Tourism and hospitality in Asia Pasific (IJTHAP), 3(2), 97-104.
Wijaya, I. W. R. (2022). Development of conceptual model to increase customer interest using recommendation system in e-commerce. Procedia Computer Science, 197, 727-733.
WINARNO, W. A., MAS’UD, I., & PALUPI, T. W. (2021). Perceived Enjoyment, Application Self-efficacy, and Subjec-tive Norms as Determinants of Behavior Intention in Using OVO Applications. The Journal of Asian Finance, Econom-ics, and Business, 8(2), 1189-1200.
Zahid, H., Ali, S., Abu-Shanab, E., & Javed, H. M. U. (2022). Determinants of Intention to use E-Government Services: An Integrated Marketing Relation View. Telematics and Informatics, 101778.
Zhang, Y. (2015). The impact of brand image on consumer behavior: A literature review. Open journal of business and management, 3(01), 58.
Zolait, A. H. S. (2014). The nature and components of perceived behavioural control as an element of theory of planned behaviour. Behaviour & Information Technology, 33(1), 65-85.
Abu-Shanab, E. A. (2011, March). Education level as a technology adoption moderator. In 2011 3rd International Confer-ence on Computer Research and Development (Vol. 1, pp. 324-328). IEEE.
Ahmad, K., Ayyash, M. M., & Al-Qudah, O. M. A. (2018). The effect of culture values on consumer intention to use Ara-bic e-commerce websites in Jordan: an empirical investigation. International Journal of Business Information Sys-tems, 29(2), 155-182.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes,50(2), 179–211. doi:10.1016/0749-5978(91)90020-T
Alamsyah, A., Rizkika, W., Nugroho, D. D. A., Renaldi, F., & Saadah, S. (2018, May). Dynamic large scale data on twitter using sentiment analysis and topic modeling. In 2018 6th International Conference on Information and Communication Technology (ICoICT) (pp. 254-258). IEEE.
Al-Dmour, H., Aloqaily, A., Al-Qaimari, R., & Al-Hassan, M. (2021). The effect of the electronic word of mouth on pur-chase intention via the brand image as a mediating factor: an empirical study. International Journal of Networking and Virtual Organisations, 24(2), 182-199.
Alfandi, A. M., & Marco, V. (2022). Electronic Word of Mouth Effects on Middle East Destination Overall Image and Behavioral Intention: An Empirical Study in Jordan. In New Governance and Management in Touristic Destina-tions (pp. 134-151). IGI Global.
Al-Gahtani, S. S. (2008). Testing for the applicability of the TAM model in the Arabic context: Exploring an extended TAM with three moderating factors. Information Resources Management Journal (IRMJ), 21(4), 1-26.
Al-Gasawneh, J. A., Al Khoja, B., Al-Qeed, M. A., Nusairat, N. M., Hammouri, Q., & Anuar, M. M. (2022). Mobile-customer relationship management and its effect on post-purchase behavior: The moderating of perceived ease of use and perceived usefulness. International Journal of Data and Network Science, 6(2), 439-448
Alkailani, L., & Abu-Shanab, E. A. (2021). Factors Influencing Online Purchase Intention in Qatar. International Journal of E-Business Research (IJEBR), 17(3), 1-21.
Almajali, D. A., & Hammouri, Q. (2021). Predictors of Online Shopping During Covid-19 Pandemic in Developing Coun-try: Qualitative Analysis. Annals of the Romanian Society for Cell Biology, 25(6), 12970-12977.
Almajali, D., Hammouri, Q., Majali, T., Al-Gasawneh, J., & Dahalin, Z. (2021). Antecedents of consumers’ adoption of electronic commerce in developing countries. International Journal of Data and Network Science, 5(4), 681-690.
Alsoud, M. A., & bin Lebai Othman, I. (2018). Factors Influencing Online Shopping Intention in Jordan: An Empirical Study Based on the Tam Model. International Journal of Current Innovations in Advanced Research, 1(6), 1-13.
Al-Zoubi, S. I., & Ali, M. (2019). E-mobile Acceptance Using Unified Theory of Acceptance and Use of Technology (UTAUT): Research on Universities in Jordan. Annals of Emerging Technologies in Computing (AETiC), Print ISSN, 2516-0281.
Anderson, J.C., & Gerbing, D.W. (1988), “Structural equation modeling in practice: a review and recommended two-step approach”, Psychological Bulletin, Vol. 103 No. 3, pp. 411-423.
Aparicio, M., Costa, C. J., & Moises, R. (2021). Gamification and reputation: key determinants of e-commerce usage and repurchase intention. Heliyon, 7(3), e06383.
Bandura, A. (1982). Self-Efficacy Mechanism in Human Agency. Computer Journal of American Psychologist, 37(2), 122–147.
Basak, R. K., Chatterjee, R., Dutta, P., & Dasgupta, K. (2022). Steganography in Color Animated Image Sequence for Se-cret Data Sharing Using Secure Hash Algorithm. Wireless Personal Communications, 122(2), 1891-1920.
Bashir, S., Khwaja, M. G., Rashid, Y., Turi, J. A., & Waheed, T. (2020). Green brand benefits and brand outcomes: The mediating role of green brand image. Sage Open, 10(3), 2158244020953156.
Book, L. A., Tanford, S., Montgomery, R., & Love, C. (2018). Online traveler reviews as social influence: Price is no longer king. Journal of Hospitality & Tourism Research, 42(3), 445-475.
Chin, W.W. (1998), “The partial least squares approach to structural equation modeling”, Mod. Methods Bus. Res, Vol. 295 No. 2, pp. 295-336.
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003. doi:10.1287/mnsc.35.8.982
Dionysis, S., Chesney, T., & McAuley, D. (2022). Examining the influential factors of consumer purchase intentions for blockchain traceable coffee using the theory of planned behaviour. British Food Journal.
Elshwikh, Y. (2017). A trust and reputation model for quality assessment of online content. International Journal of Ad-vanced Computer Science and Applications, 8(3), 58-61.
Eneizan, B. I. L. A. L., Alsaad, A. B. D. A. L. L. A. H., Abdelbaset Alkhawaldeh, H. N., & Rawash, O. E. (2020). E-wom, trust, usefulness, ease of use, and online shopping via websites: the moderating role of online shopping experi-ence. Journal of Theoretical and Applied Information Technology, 98(13), 2554-2565.
Faircloth, J. B., Capella, L. M., & Alford, B. L. (2001). The effect of brand attitude and brand image on brand equi-ty. Journal of marketing theory and practice, 9(3), 61-75.
Fishbein, M., Ajzen, I., & Belief, A. (1975). Intention and Behavior: An introduction to theory and research.
Fornell, C., & Larcker, D.F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50, available at: https://doi.org/10.1177/002224378101800104
Gharaibeh, M. K., & Gharaibeh, N. K. (2021). Understanding Adoption Intention of Mobile Shopping Applications: Em-pirical Assessment From IDT–Perceived Risk and Enjoyment. International Journal of Sociotechnology and Knowledge Development (IJSKD), 13(2), 31-47.
Gharaibeh, M. K., & Gharaibeh, N. K. (2022). A Conceptual Framework for Intention to Use Travel Apps: A Study From Emerging Markets. International Journal of Service Science, Management, Engineering, and Technology (IJSSMET), 13(1), 1-16.
Giles, M., & Cairns, E. (1995). Blood donation and Ajzen's theory of planned behaviour: an examination of perceived be-havioural control. British Journal of Social Psychology, 34(2), 173-188.
Graf-Vlachy, L., Buhtz, K., & König, A. (2018). Social influence in technology adoption: taking stock and moving for-ward. Management Review Quarterly, 68(1), 37-76.
Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E. and Tatham, R.L. (2006), Multivariate Data Analysis, 6th ed., Prentice Hall, NJ.
Hair, J.F., Jr, Hult, G.T.M., Ringle, C. and Sarstedt, M. (2016), A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), Sage publications
Hammouri, Q. M., Abu-Shanab, E. A., & Nusairat, N. M. (2021a). Attitudes Toward Implementing E-Government in Health Insurance Administration. International Journal of Electronic Government Research (IJEGR), 17(2), 1-18.
Hammouri, Q., & Abu-Shanab, E. (2017a, May). The antecedents of trust in social commerce. In 2017 8th International Conference on Information Technology (ICIT) (pp. 648-652). IEEE.
Hammouri, Q., & Abu-Shanab, E. (2017b). Exploring the factors influencing employees' satisfaction toward e-tax sys-tems. International Journal of Public Sector Performance Management, 3(2), 169-190.
Hammouri, Q., Al-Gasawneh, J. A., Nusairat, N. M., Hanandeh, A., & Barakat, S. (2021b). The Determinants of Trust and its Influence on Online Buying Intention: An Empirical Study on Social Commerce in Jordan. Annals of the Romanian Society for Cell Biology, 4522-4539.
Hammouri, Q., Al-Gasawneh, J., Abu-Shanab, E., Nusairat, N., & Akhorshaideh, H. (2021c). Determinants of the continu-ous use of mobile apps: The mediating role of users awareness and the moderating role of customer fo-cus. International Journal of Data and Network Science, 5(4), 667-680.
Hammouri, Q., Almajali, D. A., Nusairat, N., & Saraireh, S. (2020). Determinants of Users’ Satisfaction with Mobile Apps. International Journal of Advanced Science and Technology, 29(3), 14613–14624.
Ho, R. C. (2019, June). The outcome expectations of promocode in mobile shopping apps: an integrative behavioral and social cognitive perspective. In Proceedings of the 2019 3rd International Conference on E-commerce, E-Business and E-Government (pp. 74-79).
Islam, T., & Hussain, M. (2022). How consumer uncertainty intervene country of origin image and consumer purchase in-tention? The moderating role of brand image. International Journal of Emerging Markets.
Jiang, Y., Kim, J., Choi, J., & Kang, M. Y. (2020). From clicks to bricks: The impact of product launches in offline stores for digital retailers. Journal of Business Research, 120, 302-311.
Kashif, M., Zarkada, A., & Ramayah, T. (2018). The impact of attitude, subjective norms, and perceived behavioural con-trol on managers’ intentions to behave ethically. Total Quality Management & Business Excellence, 29(5-6), 481-501.
Kauschinger, M., Letner, A., Schreieck, M., Urbach, N., Böhm, M., & Krcmar, H. (2022). Individual Enterprise Social Network Adoption: The Influence of Perceived Network Externalities and Perceived Social Capital Advantage.
Kumar, V., & Ayodeji, O. G. (2021). E-retail factors for customer activation and retention: An empirical study from Indi-an e-commerce customers. Journal of Retailing and Consumer Services, 59, 102399.
Lee, J. L., James, J. D., & Kim, Y. K. (2014). A reconceptualization of brand image. International Journal of Business Administration, 5(4), 1.
Lim, W. M., & Weissmann, M. A. (2021). Toward a theory of behavioral control. Journal of Strategic Marketing, 1-27.
Lingceng, W. U., Yi, Q. U., Shuo, Z. H. A. O., & Shu, Z. H. O. U. (2022). The Impact of Brand Image on Laptop Purchas-ing Intention—The Moderating Role of Consumer Ethnocentrism. International Journal of Business, Economics and Management, 9(1), 1-19.
Lutfi, A., Al-Okaily, M., Alshirah, M. H., Alshira’h, A. F., Abutaber, T. A., & Almarashdah, M. A. (2021). Digital finan-cial inclusion sustainability in Jordanian context. Sustainability, 13(11), 6312.
Majali, T. E. (2018). Electronic word of mouth determinants through facebook: Intangible benefits perspective. Advanced Science Letters, 24(6), 4102-4105.
Malhotra, Y., & Galletta, D. F. (1999, January). Extending the technology acceptance model to account for social influ-ence: Theoretical bases and empirical validation. In Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers (pp. 14-pp). IEEE.
Malik, R. (2022). Retail and Internet of Things: A Digital Transformation. In Advancing Smarter and More Secure Indus-trial Applications Using AI, IoT, and Blockchain Technology (pp. 251-260). IGI Global.
Mashal, I., & Shuhaiber, A. (2019). What makes Jordanian residents buy smart home devices? A factorial investigation using PLS-SEM. Kybernetes.
Mensah, I. K., Wang, R., Gui, L., & Wang, J. (2021). Exploring the Elements Influencing the Behavioral Adoption of E-Commerce by Chinese Small and Medium Enterprises (SMEs). Information Development, 02666669211048486.
Mohammed, A., & Rashid, B. (2018). A conceptual model of corporate social responsibility dimensions, brand image, and customer satisfaction in Malaysian hotel industry. Kasetsart Journal of social sciences, 39(2), 358-364.
Moh'd Al-Dwairi, R., Al-Shraideh, L. M., & Abu-Shanab, E. A. (2018). Mobile commerce adoption from consumers per-spective: the case of Jordan. International Journal of Information Systems and Social Change (IJISSC), 9(2), 12-27.
Nayal, P., & Pandey, N. (2020). Framework for measuring usage intention of digital coupons: A SPADM ap-proach. Journal of Strategic Marketing, 1-21.
Neslin, S., & Jiao, W. (2021). The Antecedents and Consequences of Promo Code Redemptions. Available at SSRN 3930720.
Nusairat, N. M., Alroale, M. A., Al Qeed, M., Al-Gasawneh, J. A., Hammouri, Q., Ahmad, A., & Abdellatif, H. (2021). USER-GENERATED CONTENT-CONSUMER BUYING INTENTIONS NEXUS: THE MEDIATING ROLE OF BRAND IMAGE. Academy of Strategic Management Journal, 20(4), 1-12.
Ogba, I. E., & Tan, Z. (2009). Exploring the impact of brand image on customer loyalty and commitment in Chi-na. Journal of Technology Management in China.
Plumeyer, A., Kottemann, P., Böger, D., & Decker, R. (2019). Measuring brand image: a systematic review, practical guidance, and future research directions. Review of Managerial Science, 13(2), 227-265.
Pratama, R. I., Megadini, D. D., & Kusriandini, T. (2019). Effect of perceived ease of use, word-of-mouth communication, and brand image on decision to use Lazada E-commerce services. International Journal of Multicultural and Multire-ligious Understanding, 6(1), 173-186.
Qasim, H., & Abu-Shanab, E. (2016). Drivers of mobile payment acceptance: The impact of network externali-ties. Information Systems Frontiers, 18(5), 1021-1034.
Rabaa’i, A. A. (2021). An investigation into the acceptance of mobile wallets in the FinTech era: An empirical study from Kuwait. International Journal of Business Information Systems.
Rabaa’i, A. A. (in press). Factors Affecting the Adoption of Mobile Grocery Delivery Applications. International Journal of Business Information Systems.
Risselada, H., de Vries, L., & Verstappen, M. (2018). The impact of social influence on the perceived helpfulness of online consumer reviews. European Journal of Marketing, 52(3/4), 619-636.
Rogers, M. (1983). The Diffusion of Innovations. Free Press.
Sardanelli, D., Vollero, A., Siano, A., & Bottoni, G. (2019). Lowering the pirate flag: a TPB study of the factors influenc-ing the intention to pay for movie streaming services. Electronic Commerce Research, 19(3), 549-574.
Schifter, D. E., & Ajzen, I. (1985). Intention, perceived control, and weight loss: an application of the theory of planned behavior. Journal of personality and social psychology, 49(3), 843.
So, K. K. F., Kim, H., & Oh, H. (2021). What makes Airbnb experiences enjoyable? The effects of environmental stimuli on perceived enjoyment and repurchase intention. Journal of Travel Research, 60(5), 1018-1038.
Sun, S., Law, R., & Schuckert, M. (2020). Mediating effects of attitude, subjective norms and perceived behavioural con-trol for mobile payment-based hotel reservations. International Journal of Hospitality Management, 84, 102331.
Sun, T., Viswanathan, S., Huang, N., & Zheleva, E. (2021). DESIGNING PROMOTIONAL INCENTIVES TO EMBRACE SOCIAL SHARING: EVIDENCE FROM FIELD AND ONLINE EXPERIMENTS. MIS Quarterly, 45(2).
Sutisna, F., & Handra, T. (2022). The Theory of Planned Behavior Influences Online Shopping Behavior. APTISI Transac-tions on Management (ATM), 6(1), 52-61.
Sütütemiz, N., & Saygılı, M. (2020). The effects of hedonic and utilitarian shopping motivations on online purchasing in-tentions: a Turkish case study. The Retail and Marketing Review, 16(1), 61-83.
Tandon, U., & Ertz, M. (2022). Customer Satisfaction Towards Online Shopping by Empirical Validation of Self-Determination Theory. In Handbook of Research on the Platform Economy and the Evolution of E-Commerce (pp. 177-203). IGI Global.
Usman, M. U., & Kumar, P. (2021). Factors influencing consumer intention to shop online in Nigeria: A conceptual study. Vision, 25(4), 407-414.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478.
Vrain, E., Wilson, C., Kerr, L., & Wilson, M. (2022). Social influence in the adoption of digital consumer innovations for climate change. Energy Policy, 162, 112800.
Wallace-Williams, D. M., Tiu Wright, L., & Dandis, A. O. (2022). Social norms, cues and improved communication to in-fluence behaviour change of smokers. Journal of Marketing Communications, 1-26.
Widiandita, B. K., & Ketut, G. I. A. (2020). The effect of perceived brand leadership towards consumer satisfaction and repurchase intention on e-commerce website. Russian Journal of Agricultural and Socio-Economic Sciences, 97(1).
Widyatama, G. W., Chelliah, S., Kai, Y., Yingxing, Y., Tien, Y. C., Mey, W. C., & Sin, L. G. (2020). Grab marketing strategy, research & development. International journal of Tourism and hospitality in Asia Pasific (IJTHAP), 3(2), 97-104.
Wijaya, I. W. R. (2022). Development of conceptual model to increase customer interest using recommendation system in e-commerce. Procedia Computer Science, 197, 727-733.
WINARNO, W. A., MAS’UD, I., & PALUPI, T. W. (2021). Perceived Enjoyment, Application Self-efficacy, and Subjec-tive Norms as Determinants of Behavior Intention in Using OVO Applications. The Journal of Asian Finance, Econom-ics, and Business, 8(2), 1189-1200.
Zahid, H., Ali, S., Abu-Shanab, E., & Javed, H. M. U. (2022). Determinants of Intention to use E-Government Services: An Integrated Marketing Relation View. Telematics and Informatics, 101778.
Zhang, Y. (2015). The impact of brand image on consumer behavior: A literature review. Open journal of business and management, 3(01), 58.
Zolait, A. H. S. (2014). The nature and components of perceived behavioural control as an element of theory of planned behaviour. Behaviour & Information Technology, 33(1), 65-85.