The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey
Abstract This paper investigates the relationship between individuals’ heterogeneous risk attitudes and privacy preferences using survey data from 24,899 respondents. It moves beyond demographic factors to examine how risk attitudes, the key psychological parameters in the utility function that dete...
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| Format: | Article |
| Language: | English |
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Springer Nature
2025-01-01
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| Series: | Humanities & Social Sciences Communications |
| Online Access: | https://doi.org/10.1057/s41599-025-04423-9 |
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| _version_ | 1832571972357193728 |
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| author | Jing Chen Manling Zhang Mengyao Guo Ze Gao |
| author_facet | Jing Chen Manling Zhang Mengyao Guo Ze Gao |
| author_sort | Jing Chen |
| collection | DOAJ |
| description | Abstract This paper investigates the relationship between individuals’ heterogeneous risk attitudes and privacy preferences using survey data from 24,899 respondents. It moves beyond demographic factors to examine how risk attitudes, the key psychological parameters in the utility function that determines consumer behaviors, related to consumers’ privacy decisions. Participants indicated their privacy preferences across eight dimensions, including age privacy, marital status privacy, and privacy preferences in the investment and financial obligation realms. We evaluated their risk attitudes through qualitative assessment and quantitative investment loss tolerances, as well as their risk attitudes towards rare and distant events. The study reveals that individuals with higher risk aversion exhibit more significant privacy concerns, especially regarding financial information. Individuals who perceive climate change—a non-immediate and rare risk—as a threat to their lives are also more likely to exhibit heightened concerns about their privacy. In addition, we observe that while these concerns translate into higher non-disclosure actions, the privacy paradox persists regardless of individuals’ risk attitudes. The findings suggest that privacy policies could be more effective through tailored approaches, including customized privacy settings and targeted educational campaigns that account for individual risk aversion. |
| format | Article |
| id | doaj-art-fec4784800464d4baff4c78cc176db67 |
| institution | Kabale University |
| issn | 2662-9992 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Springer Nature |
| record_format | Article |
| series | Humanities & Social Sciences Communications |
| spelling | doaj-art-fec4784800464d4baff4c78cc176db672025-02-02T12:13:09ZengSpringer NatureHumanities & Social Sciences Communications2662-99922025-01-0112111010.1057/s41599-025-04423-9The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale surveyJing Chen0Manling Zhang1Mengyao Guo2Ze Gao3College of Economics and Management, China Agricultural UniversitySchool of Economics and Law, University of Science and Technology LiaoningFuture Design School, Harbin Institute of TechnologySchool of Design, Hong Kong Polytechnic UniversityAbstract This paper investigates the relationship between individuals’ heterogeneous risk attitudes and privacy preferences using survey data from 24,899 respondents. It moves beyond demographic factors to examine how risk attitudes, the key psychological parameters in the utility function that determines consumer behaviors, related to consumers’ privacy decisions. Participants indicated their privacy preferences across eight dimensions, including age privacy, marital status privacy, and privacy preferences in the investment and financial obligation realms. We evaluated their risk attitudes through qualitative assessment and quantitative investment loss tolerances, as well as their risk attitudes towards rare and distant events. The study reveals that individuals with higher risk aversion exhibit more significant privacy concerns, especially regarding financial information. Individuals who perceive climate change—a non-immediate and rare risk—as a threat to their lives are also more likely to exhibit heightened concerns about their privacy. In addition, we observe that while these concerns translate into higher non-disclosure actions, the privacy paradox persists regardless of individuals’ risk attitudes. The findings suggest that privacy policies could be more effective through tailored approaches, including customized privacy settings and targeted educational campaigns that account for individual risk aversion.https://doi.org/10.1057/s41599-025-04423-9 |
| spellingShingle | Jing Chen Manling Zhang Mengyao Guo Ze Gao The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey Humanities & Social Sciences Communications |
| title | The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey |
| title_full | The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey |
| title_fullStr | The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey |
| title_full_unstemmed | The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey |
| title_short | The role of risk attitudes in shaping digital privacy preferences: evidence from a large-scale survey |
| title_sort | role of risk attitudes in shaping digital privacy preferences evidence from a large scale survey |
| url | https://doi.org/10.1057/s41599-025-04423-9 |
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