Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study
BackgroundThe COVID-19 pandemic has accelerated the digitalization of modern society, extending digital transformation to daily life and psychological evaluation and treatment. However, the development of competencies and literacy in handling digital technology has not kept p...
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JMIR Publications
2025-01-01
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| Series: | Journal of Medical Internet Research |
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| author | Hae In Park Minjeong Jeon Ji Seon Ahn Kyungmi Chung Jin Young Park |
| author_facet | Hae In Park Minjeong Jeon Ji Seon Ahn Kyungmi Chung Jin Young Park |
| author_sort | Hae In Park |
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BackgroundThe COVID-19 pandemic has accelerated the digitalization of modern society, extending digital transformation to daily life and psychological evaluation and treatment. However, the development of competencies and literacy in handling digital technology has not kept pace, resulting in a significant disparity among individuals. Existing measurements of digital literacy were developed before widespread information and communications technology device adoption, mainly focusing on one’s perceptions of their proficiency and the utility of device operation. In the contemporary landscape, digital transformation is evolving within specialized domains, necessitating a comprehensive evaluation of digital competencies, attitudes, and proficiency in technology application to bridge the digital divide and ensure digital compliance.
ObjectiveThis study was designed to address the shortcomings of existing scales and formulate a digital sensitivity scale tailored to the requirements of today’s society.
MethodsInitial items of the Yongin Severance Digital Sensitivity Scale (YI-DSS) were collected through a literature review, and expert opinions were gathered to ensure content validity. An exploratory and confirmatory factor analysis included 986 adult participants evaluating 14 digital literacy items and 6 digital efficacy items. The Cronbach α confirmed internal consistency reliability, and 2-tailed t tests, ANOVAs, and post hoc tests analyzed demographic differences in digital literacy and efficacy.
ResultsA robust 4-factor digital literacy solution was identified: digital application, digital communication, critical thinking, and digital ethics (Kaiser-Meyer-Olkin=0.891; Bartlett × 2=9829.713; P<.001; Cronbach α=0.782-0.947). A 2-factor solution defined digital efficacy: digital confidence and digital anxiety (Kaiser-Meyer-Olkin=0.735; Bartlett × 2=3282.217; P<.001; Cronbach α=0.787-0.912). Confirmatory factor analysis was conducted for each model (digital literacy model: χ271=676.0, comparative fit index=0.938, Tucker-Lewis index=0.921, standardized root mean square residual=0.73, and root mean square error of approximation=0.093; digital efficacy model: χ28=81.9, comparative fit index=0.977, Tucker-Lewis index=0.958, standardized root mean square residual=0.73, and root mean square error of approximation=0.097), which indicated a good fit. The YI-DSS also showed high correlation with the previously developed Digital Literacy Scale (r=0.809; P<.001).
ConclusionsThe YI-DSS, as a self-assessment tool, has the potential to bridge the generational information gap by promoting acceptance, motivation, and adaptation to digital technology. Furthermore, given the remote nature of digital therapeutics, an individual’s familiarity with required technologies and digital communication strongly influences their acceptance of digital treatments and the efficacy thereof. This scale can play a pivotal role in enhancing compliance with digital therapeutics by preemptively assessing individuals’ technological literacy and competency. |
| format | Article |
| id | doaj-art-6b4cb9881ad248b2ba83bac459944bed |
| institution | Kabale University |
| issn | 1438-8871 |
| language | English |
| publishDate | 2025-01-01 |
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| series | Journal of Medical Internet Research |
| spelling | doaj-art-6b4cb9881ad248b2ba83bac459944bed2025-01-10T21:30:32ZengJMIR PublicationsJournal of Medical Internet Research1438-88712025-01-0127e5582810.2196/55828Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational StudyHae In Parkhttps://orcid.org/0000-0001-8051-8624Minjeong Jeonhttps://orcid.org/0000-0002-8401-0104Ji Seon Ahnhttps://orcid.org/0000-0002-1294-117XKyungmi Chunghttps://orcid.org/0000-0003-2754-7631Jin Young Parkhttps://orcid.org/0000-0002-5351-9549 BackgroundThe COVID-19 pandemic has accelerated the digitalization of modern society, extending digital transformation to daily life and psychological evaluation and treatment. However, the development of competencies and literacy in handling digital technology has not kept pace, resulting in a significant disparity among individuals. Existing measurements of digital literacy were developed before widespread information and communications technology device adoption, mainly focusing on one’s perceptions of their proficiency and the utility of device operation. In the contemporary landscape, digital transformation is evolving within specialized domains, necessitating a comprehensive evaluation of digital competencies, attitudes, and proficiency in technology application to bridge the digital divide and ensure digital compliance. ObjectiveThis study was designed to address the shortcomings of existing scales and formulate a digital sensitivity scale tailored to the requirements of today’s society. MethodsInitial items of the Yongin Severance Digital Sensitivity Scale (YI-DSS) were collected through a literature review, and expert opinions were gathered to ensure content validity. An exploratory and confirmatory factor analysis included 986 adult participants evaluating 14 digital literacy items and 6 digital efficacy items. The Cronbach α confirmed internal consistency reliability, and 2-tailed t tests, ANOVAs, and post hoc tests analyzed demographic differences in digital literacy and efficacy. ResultsA robust 4-factor digital literacy solution was identified: digital application, digital communication, critical thinking, and digital ethics (Kaiser-Meyer-Olkin=0.891; Bartlett × 2=9829.713; P<.001; Cronbach α=0.782-0.947). A 2-factor solution defined digital efficacy: digital confidence and digital anxiety (Kaiser-Meyer-Olkin=0.735; Bartlett × 2=3282.217; P<.001; Cronbach α=0.787-0.912). Confirmatory factor analysis was conducted for each model (digital literacy model: χ271=676.0, comparative fit index=0.938, Tucker-Lewis index=0.921, standardized root mean square residual=0.73, and root mean square error of approximation=0.093; digital efficacy model: χ28=81.9, comparative fit index=0.977, Tucker-Lewis index=0.958, standardized root mean square residual=0.73, and root mean square error of approximation=0.097), which indicated a good fit. The YI-DSS also showed high correlation with the previously developed Digital Literacy Scale (r=0.809; P<.001). ConclusionsThe YI-DSS, as a self-assessment tool, has the potential to bridge the generational information gap by promoting acceptance, motivation, and adaptation to digital technology. Furthermore, given the remote nature of digital therapeutics, an individual’s familiarity with required technologies and digital communication strongly influences their acceptance of digital treatments and the efficacy thereof. This scale can play a pivotal role in enhancing compliance with digital therapeutics by preemptively assessing individuals’ technological literacy and competency.https://www.jmir.org/2025/1/e55828 |
| spellingShingle | Hae In Park Minjeong Jeon Ji Seon Ahn Kyungmi Chung Jin Young Park Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study Journal of Medical Internet Research |
| title | Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study |
| title_full | Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study |
| title_fullStr | Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study |
| title_full_unstemmed | Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study |
| title_short | Development and Validation of the Digital Sensitivity Scale for Adults: Cross-Sectional Observational Study |
| title_sort | development and validation of the digital sensitivity scale for adults cross sectional observational study |
| url | https://www.jmir.org/2025/1/e55828 |
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