Exploring How Consumers’ Perceptions of Corporate Social Responsibility Impact Dining Intentions in Times of Crisis: An Application of the Social Identity Theory and Theory of Perceived Risk
Abstract
:1. Introduction
2. Literature Review
2.1. CSR Activities in the Hospitality Industry
2.2. Social Identity Theory
2.3. Perceived Risk Theory
2.4. Relationship between Restaurant Image and Dining Intention
2.5. Proposed Research Model
3. Methods
3.1. Participants and Data Collection
3.2. Measures and Instrument Development
3.3. Data Analysis
3.4. Declaration of Generative AI and AI-Assisted Technologies in the Writing Process
4. Results
4.1. Participant Profiles
4.2. Principal Component Analysis
4.3. Confirmatory Factor Analysis (CFA)
4.4. Structural Equation Modeling (SEM)
5. Discussion and Implications
5.1. Summary of the Findings
5.2. Theoretical Implications
5.3. Managerial Implications
5.4. Limitations and Future Research
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
- Adeniji, A. Adenike, A. Omotayo Osibanjo, Abolaji Joachim Abiodun, and E. E. Oni-Ojo. 2015. Corporate image: A strategy for enhancing customer loyalty and profitability. Journal of South African Business Research 2015: 259483. [Google Scholar] [CrossRef]
- Al-Ansi, Amr, Hossein G.T. Olya, and Heesup Han. 2019. Effect of general risk on trust, satisfaction, and recommendation intention for halal food. International Journal of Hospitality Management 83: 210–19. [Google Scholar] [CrossRef]
- Albus, Heidi, and Heejung Ro. 2017. Corporate social responsibility: The effect of green practices in a service recovery. Journal of Hospitality & Tourism Research 41: 41–65. [Google Scholar]
- Ali, Waris, Yu Danni, Badar Latif, Rehana Kouser, and Saleh Baqader. 2021. Corporate social responsibility and customer loyalty in food chains—Mediating role of customer satisfaction and corporate reputation. Sustainability 13: 8681. [Google Scholar] [CrossRef]
- Anderson, James C., and David W. Gerbing. 1988. Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin 103: 411–23. [Google Scholar]
- Atzori, Roberta, Valeriya Shapoval, and Kevin S. Murphy. 2018. Measuring Generation Y consumers’ perceptions of green practices at Starbucks: An IPA analysis. Journal of Foodservice Business Research 21: 1–21. [Google Scholar] [CrossRef]
- Baker, Melissa A., Jungyoung Tiffany Shin, and Young Wook Kim. 2016. An exploration and investigation of edible insect consumption: The impacts of image and description on risk perceptions and purchase intent. Psychology & Marketing 33: 94–112. [Google Scholar]
- Bauer, Raymond A. 1960. Consumer behavior as risk-taking. Paper presented at the 43rd National Conference of the American Marketing Association, Chicago, IL, USA, June 15–17. [Google Scholar]
- Brown, Tom J., and Peter A. Dacin. 1997. The company and the product: Corporate associations and consumer product responses. Journal of Marketing 61: 68–84. [Google Scholar] [CrossRef]
- Caroll, John M. 1991. The task-artifact cycle. In Designing Interaction-Psychology at Human-Computer Interface. Cambridge: Cambridge University Press. [Google Scholar]
- Chen, Chih Cheng, Asif Khan, Tanaporn Hongsuchon, Athapol Ruangkanjanases, Yen Tzu Chen, Ornlatcha Sivarak, and Shih Chih Chen. 2021. The role of corporate social responsibility and corporate image in times of crisis: The mediating role of customer trust. International Journal of Environmental Research and Public Health 18: 8275. [Google Scholar] [CrossRef]
- Chen, Hung Bin, Shih Shuo Yeh, and Tzung Cheng Huan. 2014. Nostalgic emotion, experiential value, brand image, and consumption intentions of customers of nostalgic-themed restaurants. Journal of Business Research 67: 354–60. [Google Scholar] [CrossRef]
- Chen, Yu Shan, and Ching Hsun Chang. 2012. Enhance green purchase intentions: The roles of green perceived value, green perceived risk, and green trust. Management Decision 50: 502–20. [Google Scholar] [CrossRef]
- Choi, Joowon, Aejoo Lee, and Chihyung Ok. 2013. The effects of consumers’ perceived risk and benefit on attitude and behavioral intention: A study of street food. Journal of Travel & Tourism Marketing 30: 222–37. [Google Scholar]
- Crespo, Á. Herrero, I. Rodriguez Del Bosque, and M. Garcia de los Salmones Sánchez. 2009. The influence of perceived risk on Internet shopping behavior: A multidimensional perspective. Journal of Risk Research 12: 259–77. [Google Scholar] [CrossRef]
- Espinosa, Jennifer A., David J. Ortinau, Nina Krey, and Lisa Monahan. 2018. I’ll have the usual: How restaurant brand image, loyalty, and satisfaction keep customers coming back. Journal of Product & Brand Management 27: 599–614. [Google Scholar]
- Featherman, Mauricio S., and Paul A. Pavlou. 2003. Predicting e-services adoption: A perceived risk facets perspective. International Journal of Human-Computer Studies 59: 451–74. [Google Scholar] [CrossRef]
- Fornell, Claes, and David F. Larcker. 1981. Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research 18: 39–50. [Google Scholar] [CrossRef]
- Garner, Sarah Jane. 1986. Perceived risk and information sources in services purchasing. The Mid-Atlantic Journal of Business 24: 49–58. [Google Scholar]
- Ghaderi, Zahed, Manouchehr Mirzapour, Joan C. Henderson, and Scott Richardson. 2019. Corporate social responsibility and hotel performance: A view from Tehran, Iran. Tourism Management Perspectives 29: 41–47. [Google Scholar] [CrossRef]
- Grewal, Dhruv, Jerry Gotlieb, and Howard Marmorstein. 1994. The moderating effects of message framing and source credibility on the price-perceived risk relationship. Journal of Consumer Research 21: 145–53. [Google Scholar] [CrossRef]
- Harnrungchalotorn, Sornchai, and Yaowalak Phayonlerd. 2018. Starbucks with Corporate Social Responsibility: How Starbucks Succeeds in a Business World with CSR. Master’s thesis, Karlstads Universitet, Karlstad, Sweden. [Google Scholar]
- Huang, Huiling, and Stephanie Q. Liu. 2020. “Donate to help combat COVID-19!” How typeface affects the effectiveness of CSR marketing? International Journal of Contemporary Hospitality Management 32: 3315–33. [Google Scholar] [CrossRef]
- Huifeng, Pan, Hong Youl Ha, and Je Won Lee. 2020. Perceived risks and restaurant visit intentions in China: Do online customer reviews matter? Journal of Hospitality and Tourism Management 43: 179–89. [Google Scholar] [CrossRef]
- Hwang, Jinsoo, and Ja Young Choe. 2019. Exploring perceived risk in building successful drone food delivery services. International Journal of Contemporary Hospitality Management 31: 3249–69. [Google Scholar] [CrossRef]
- Hwang, Jinsoo, and Ja Young Choe. 2020. How to enhance the image of edible insect restaurants: Focusing on perceived risk theory. International Journal of Hospitality Management 87: 102464. [Google Scholar] [CrossRef]
- Hwang, Jinsoo, Jinkyung Jenny Kim, and Seokhoon Lee. 2020. The importance of philanthropic corporate social responsibility and its impact on attitude and behavioral intentions: The moderating role of the barista disability status. Sustainability 12: 6235. [Google Scholar] [CrossRef]
- Jeong, EunHa, and SooCheong Jang. 2010. Effects of restaurant green practices: Which practices are important and effective? Paper presented at the Harrah Hospitality Research Summit 2010, Las Vegas, NV, USA, June 8–10. [Google Scholar]
- Kim, Dan J., Donald L. Ferrin, and H. Raghav Rao. 2008. A trust-based consumer decision-making model in electronic commerce: The role of trust, perceived risk, and their antecedents. Decision Support Systems 44: 544–64. [Google Scholar] [CrossRef]
- Kim, Eojina, and Sunny Ham. 2016. Restaurants’ disclosure of nutritional information as a corporate social responsibility initiative: Customers’ attitudinal and behavioral responses. International Journal of Hospitality Management 55: 96–106. [Google Scholar] [CrossRef]
- Kim, Minji, Eun Joo Kim, and Billy Bai. 2021. Examining restaurant purchase intention during crises: The role of message appeal. International Journal of Contemporary Hospitality Management 33: 4373–90. [Google Scholar] [CrossRef]
- Klerck, Deon, and Jillian C. Sweeney. 2007. The effect of knowledge types on consumer-perceived risk and adoption of genetically modified foods. Psychology & Marketing 24: 171–93. [Google Scholar]
- Lacey, Stephen, Johan Bruwer, and Elton Li. 2009. The role of perceived risk in wine purchase decisions in restaurants. International Journal of Wine Business Research 21: 99–117. [Google Scholar] [CrossRef]
- Lee, Seoki, and Sunny Ham. 2021. Food service industry in the era of COVID-19: Trends and research implications. Nutrition Research and Practice 15: S22–S31. [Google Scholar] [CrossRef]
- Lee, Seoki, Manisha Singal, and Kyung Ho Kang. 2013. The corporate social responsibility–financial performance link in the US restaurant industry: Do economic conditions matter? International Journal of Hospitality Management 32: 2–10. [Google Scholar] [CrossRef]
- Lho, Heejung, Junghyun Park, and Jongsik Yu. 2019. The effects of corporate social responsibility (CSR) initiatives on brand image, brand prestige, and behavioral intention. International Journal of Tourism and Hospitality Research 33: 63–74. [Google Scholar] [CrossRef]
- Liebermann, Yehoshua, and Shmuel Stashevsky. 2002. Perceived risks as barriers to Internet and e-commerce usage. Qualitative Market Research: An International Journal 5: 291–300. [Google Scholar] [CrossRef]
- Liu, Matthew, Ipkin Wong, Guicheng Shi, Rongwei Chu, and James Brock. 2014. The impact of corporate social responsibility (CSR) performance and perceived brand quality on customer-based brand preference. Journal of Services Marketing 28: 181–94. [Google Scholar]
- Liu, Pei, and Eliza C. Tse. 2021. The Impact of Perceived Corporate Social Responsibility on Dining Intention in US Restaurants: Focusing on Customers’ Health. Journal of Culinary Science & Technology 21: 844–65. [Google Scholar]
- Liu, Pei, Eliza Ching Yick Tse, and Zhaoli He. 2022. Influence of Customer Satisfaction, Trust, and Brand Awareness in Health-related Corporate Social Responsibility Aspects of Customers Revisit Intention: A Comparison between US and China. Journal of Quality Assurance in Hospitality & Tourism, 1–27. [Google Scholar] [CrossRef]
- Manuel, Timothy, and Terri L. Herron. 2020. An ethical perspective of business CSR and the COVID-19 pandemic. Society and Business Review 15: 235–53. [Google Scholar] [CrossRef]
- Martínez, Patricia, Andrea Pérez, and Ignacio Rodriguez Del Bosque. 2014. CSR influence on hotel brand image and loyalty. Academia Revista Latinoamericana de Administración 27: 267–83. [Google Scholar] [CrossRef]
- Mohammed, Abdulalem, and Basri Rashid. 2018. A conceptual model of corporate social responsibility dimensions, brand image, and customer satisfaction in Malaysian hotel industry. Kasetsart Journal of Social Sciences 39: 358–64. [Google Scholar] [CrossRef]
- Namkung, Young, and Soocheong Jang. 2017. Are consumers willing to pay more for green practices at restaurants? Journal of Hospitality & Tourism Research 41: 329–56. [Google Scholar]
- Pine, Ray, and Bob McKercher. 2004. The impact of SARS on Hong Kong’s tourism industry. International Journal of Contemporary Hospitality Management 16: 139–43. [Google Scholar] [CrossRef]
- Rather, Raouf Ahmad. 2021. Demystifying the effects of perceived risk and fear on customer engagement, co-creation and revisit intention during COVID-19: A protection motivation theory approach. Journal of Destination Marketing & Management 20: 100564. [Google Scholar]
- Reich, Allen Z., Yueying Hazel Xu, and Ken W. McCleary. 2010. The influence of social responsibility image relative to product and service quality on brand loyalty: An exploratory study of quick-service restaurants. Hospitality Review 28: 2. [Google Scholar]
- Rhou, Yinyoung, and Manisha Singal. 2020. A review of the business case for CSR in the hospitality industry. International Journal of Hospitality Management 84: 102330. [Google Scholar] [CrossRef]
- Sheth, Jagdish N., and Atul Parvatiyar. 2000. The domain and conceptual foundations of relationship marketing. In Handbook of Relationship Marketing. Thousand Oaks: SAGE, pp. 3–38. [Google Scholar]
- Shin, Hakseung, Abhinav Sharma, Juan Luis Nicolau, and Juhyun Kang. 2021. The impact of hotel CSR for strategic philanthropy on booking behavior and hotel performance during the COVID-19 pandemic. Tourism Management 85: 104322. [Google Scholar] [CrossRef] [PubMed]
- Simakhajornboon, Panuschagone, and Chisnupong Sirichodnisakorn. 2022. The effect of customer perception of CSR initiative on customer loyalty in the hotel industry. Humanities, Arts and Social Sciences Studies 22: 384–96. [Google Scholar]
- Song, Hyoung Ju, Jihwan Yeon, and Seoki Lee. 2021. Impact of the COVID-19 pandemic: Evidence from the US restaurant industry. International Journal of Hospitality Management 92: 102702. [Google Scholar] [CrossRef]
- Srivastava, Shalini, and Nidhi Singh. 2021. Do Corporate Social Responsibility (CSR) initiatives boost customer retention in the hotel industry? A moderation-mediation approach. Journal of Hospitality Marketing & Management 30: 459–85. [Google Scholar]
- Tajfel, Henri E. 1978. Differentiation between Social Groups: Studies in the Social Psychology of Intergroup Relations. Cambridge: Academic Press. [Google Scholar]
- Tong, Canon, and Anthony Wong. 2014. The influences of corporate social responsibility to customer repurchases intentions, customer word-of-mouth intentions and customer perceived food quality of fast-food restaurants in Hong Kong and the mediating effects of corporate reputation. British Journal of Economics, Management & Trade 4: 1655–78. [Google Scholar]
- Tong, Zelin, Yibo Xie, and Haowen Xiao. 2021. Effect of CSR contribution timing during COVID-19 pandemic on consumers’ prepayment purchase intentions: Evidence from hospitality industry in China. International Journal of Hospitality Management 97: 102997. [Google Scholar] [CrossRef]
- Wei, Chunhao, Han Chen, and Yee Ming Lee. 2021. COVID-19 preventive measures and restaurant customers’ intention to dine out: The role of brand trust and perceived risk. Service Business 16: 581–600. [Google Scholar] [CrossRef]
- Wong, Anthony T. T. 2019. Do corporate social responsibility and safety of food affect reputation? A study of fast-food restaurants industry in Hong Kong. Journal of Economics, Management and Trade 22: 1–18. [Google Scholar]
- Xu, Yang, and EunHa Jeong. 2019. The effect of message framings and green practices on customers’ attitudes and behavior intentions toward green restaurants. International Journal of Contemporary Hospitality Management 31: 2270–96. [Google Scholar] [CrossRef]
- Yoon, Borham, and Yeasun Chung. 2018. Consumer attitude and visit intention toward food-trucks: Targeting millennials. Journal of Foodservice Business Research 21: 187–99. [Google Scholar] [CrossRef]
- Yost, Elizabeth, and Yusi Cheng. 2021. Customers’ risk perception and dine-out motivation during a pandemic: Insight for the restaurant industry. International Journal of Hospitality Management 95: 102889. [Google Scholar] [CrossRef]
- Yu, Jongsik, Kyeongheum Lee, and Sunghyup Sean Hyun. 2021. Understanding the influence of the perceived risk of the coronavirus disease (COVID-19) on the post-traumatic stress disorder and revisit intention of hotel guests. Journal of Hospitality and Tourism Management 46: 327–35. [Google Scholar] [CrossRef]
- Zeithaml, Valarie A., and Mary Jo Bitner. 1996. Customer expectations of services. In Services Marketing. New York: McGraw-Hill. [Google Scholar]
Demographic Characteristics | Descriptive | Frequency (n = 526) | Percentage (%) |
---|---|---|---|
Gender | Male | 222 | 42.2 |
Female | 304 | 57.8 | |
Age | Under 30 | 168 | 31.0 |
31–40 | 82 | 15.6 | |
41–50 | 75 | 14.3 | |
51–60 | 76 | 14.4 | |
Over 60 | 130 | 24.7 | |
Ethnicity | Caucasian | 392 | 74.5 |
African American | 73 | 13.9 | |
Native American | 8 | 1.5 | |
Hispanic/Latino | 31 | 5.9 | |
Asian/Pacific Islander | 21 | 4.0 | |
Others | 1 | 0.2 | |
Highest Education Level | Less than a high school diploma | 9 | 1.7 |
High school diploma/GED | 106 | 20.2 | |
Some college | 137 | 26.0 | |
Associate degree | 63 | 12.0 | |
Bachelor’s degree | 142 | 27.0 | |
Graduate Degree | 69 | 13.1 | |
Household Income | Less than USD 40,000 | 165 | 31.4 |
USD 40,000–59,999 | 103 | 19.6 | |
USD 60,000–79,999 | 89 | 16.9 | |
USD 80,000–99,999 | 61 | 11.6 | |
USD 100,000 and above | 108 | 20.5 | |
The frequency of dining out at restaurants before the COVID-19 virus | Once a day | 22 | 4.2 |
A few times per week | 175 | 33.3 | |
Once a week | 148 | 28.1 | |
2–3 times per month | 126 | 24.0 | |
Once a month | 55 | 10.5 | |
The frequency of ordering restaurant foods after COVID-19 | Once a day | 15 | 2.9 |
A few times per week | 113 | 21.5 | |
Once a week | 177 | 33.7 | |
2–3 times per month | 123 | 23.4 | |
Once a month | 88 | 16.7 | |
None | 10 | 1.9 |
Variables | Standardized Factor Loadings | Eigenvalue | Explained Variance (%) | Cronbach’s Alpha |
---|---|---|---|---|
Health risk | 6.402 | 71.135 | 0.890 | |
I worry that ordering food from this restaurant is harmful. | 0.835 | |||
I worry about my health after ordering food from this restaurant. | 0.904 | |||
I worry that ordering food from this restaurant is unhealthy. | 0.794 | |||
Quality risk | 0.732 | 8.134 | 0.912 | |
I worry about the lower quality of this restaurant than before. | 0.761 | |||
I worry because of the low quality of this restaurant. | 0.912 | |||
I am concerned about the quality of this restaurant. | 0.865 | |||
Environmental risk | 0.532 | 5.914 | 0.921 | |
I am concerned about the cleanliness of this restaurant. | 0.899 | |||
I am concerned about the environmental conditions of this restaurant. | 0.867 | |||
I am concerned about the hygiene standards of this restaurant. | 0.829 |
Construct and Scale Item | Standardized Factor Loadings |
---|---|
Perceived CSR | |
This restaurant protects the environment. | 0.725 |
This restaurant shows it is committed toward society by improving the welfare of the communities in which it operates. | 0.823 |
This restaurant directs part of its budget to donations to social causes. | 0.782 |
This restaurant provides a safe and relaxed dining environment for customers. | 0.621 |
This restaurant offers good working conditions for its employees. | 0.691 |
This restaurant is very involved with the local community. | 0.805 |
This restaurant commits to using a substantial portion of its profits to help communities where it does its business. | 0.875 |
This restaurant includes charity work in its business activities. | 0.791 |
This restaurant shows concern over environmental degradation. | 0.789 |
Quality risk | |
I worry about the lower quality of this restaurant than before. | 0.870 |
I worry because of the low quality of this restaurant. | 0.951 |
I am concerned about the quality of this restaurant. | 0.840 |
Health risk | |
I worry that ordering food from this restaurant is harmful. | 0.802 |
I worry about my health after ordering food from this restaurant. | 0.930 |
I worry that ordering food from this restaurant is unhealthy. | 0.861 |
Environmental risk | |
I am concerned about the cleanliness of this restaurant. | 0.920 |
I am concerned about the environmental conditions of this restaurant. | 0.919 |
I am concerned about the hygiene standards of this restaurant. | 0.843 |
Restaurant image | |
This restaurant has a distinctive character. | 0.589 |
I often say positive things about this restaurant. | 0.841 |
I hear positive feedback about this restaurant. | 0.780 |
The overall image for dining out at this restaurant is good. | 0.821 |
The overall image of this restaurant is great. | 0.873 |
Overall, I have a good image of this restaurant. | 0.887 |
Dining intention | |
I would order food (dining-in or dining-out) from this restaurant again. | 0.835 |
I am willing to order food (dining-in or dining-out) from this restaurant again. | 0.892 |
I plan to return to order food (dining-in or dining-out) from this restaurant. | 0.884 |
Construct | PCSR | QR | HR | ER | RI | DI | AVE | CR | Mean (SD) |
---|---|---|---|---|---|---|---|---|---|
PCSR | 1 | 0.593 | 0.929 | 4.89 (1.01) | |||||
QR | −0.118 (0.01) | 1 | 0.789 | 0.918 | 3.03 (1.57) | ||||
HR | −0.129 (0.01) | 0.731 (0.53) | 1 | 0.745 | 0.9 | 2.73 (1.65) | |||
ER | −0.126 (0.01) | 0.766 (0.59) | 0.785 (0.62) | 1 | 0.8 | 0.923 | 2.98 (1.69) | ||
RI | 0.569 (0.32) | −0.363 (0.13) | −0.331 (0.11) | −0.361 (0.13) | 1 | 0.647 | 0.916 | 5.27 (1.13) | |
DI | 0.424 (0.18) | −0.439 (0.19) | −0.453 (0.21) | −0.44 (0.19) | 0.716 (0.51) | 1 | 0.758 | 0.903 | 5.85 (1.18) |
Standardized Estimate | t-Value | Hypothesis | ||||
---|---|---|---|---|---|---|
H1 | PCSR | RI | 0.397 *** | 10.273 | Supported | |
H2 | PCSR | DI | −0.028 | −0.644 | Not supported | |
H3a | PCSR | QR | −0.116 * | −1.779 | Supported | |
H3b | PCSR | HR | −0.121 * | −1.884 | Supported | |
H3c | PCSR | ER | −0.157 ** | −2.081 | Supported | |
H4a | QR | RI | −0.114 ** | −3.100 | Supported | |
H4b | HR | RI | 0.011 | 0.263 | Not supported | |
H4c | ER | RI | −0.099 ** | −2.424 | Supported | |
H5a | QR | DI | −0.028 | −0.627 | Not supported | |
H5b | HR | DI | −0.152 ** | −2.817 | Supported | |
H5c | ER | DI | −0.004 | 0.076 | Not supported | |
H6 | RI | DI | 0.933 *** | 10.683 | Supported |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Noh, Y.; Liu, P. Exploring How Consumers’ Perceptions of Corporate Social Responsibility Impact Dining Intentions in Times of Crisis: An Application of the Social Identity Theory and Theory of Perceived Risk. J. Risk Financial Manag. 2024, 17, 44. https://doi.org/10.3390/jrfm17020044
Noh Y, Liu P. Exploring How Consumers’ Perceptions of Corporate Social Responsibility Impact Dining Intentions in Times of Crisis: An Application of the Social Identity Theory and Theory of Perceived Risk. Journal of Risk and Financial Management. 2024; 17(2):44. https://doi.org/10.3390/jrfm17020044
Chicago/Turabian StyleNoh, Yooin, and Pei Liu. 2024. "Exploring How Consumers’ Perceptions of Corporate Social Responsibility Impact Dining Intentions in Times of Crisis: An Application of the Social Identity Theory and Theory of Perceived Risk" Journal of Risk and Financial Management 17, no. 2: 44. https://doi.org/10.3390/jrfm17020044
APA StyleNoh, Y., & Liu, P. (2024). Exploring How Consumers’ Perceptions of Corporate Social Responsibility Impact Dining Intentions in Times of Crisis: An Application of the Social Identity Theory and Theory of Perceived Risk. Journal of Risk and Financial Management, 17(2), 44. https://doi.org/10.3390/jrfm17020044