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. 2023 Sep 13;9(9):e20111. doi: 10.1016/j.heliyon.2023.e20111
Dimensions of Determinant Factor Impact Behavior and Type of Technology Odds ratio (95% CI)/Percentage P value Study
Social Environment Social Support/Social Capital
Not currently married versus married Negative Use (Patient portal) 0.17 (0.06–0.52) P = .001 Arcury et al., 2017*
Married (as compared to not married) Positive Use (Internet via mobile technology or computer) 64.30% P < .01 Arcury et al., 2020*
Living with a spouse (as compared to not living with a spouse) ** Positive Use (Internet and computer) 1.38 (1.19–1.59) P < .001 Choi & DiNitto, 2013a*
Living alone (as opposed to living with someone) ** Negative Never used as opposed to use (Internet and computer) 0.78 (0.48–1.24) P < .05 Choi & DiNitto, 2013b*
Have at least 1 living child (as compared to not having at least 1 living child) Positive Use (Internet and computer) 1.47 (1.18–1.84) P < .001 Choi & DiNitto, 2013a*
Have at least 1 living sibling (as compared to not having at least 1 living sibling) Negative Use (Internet and computer) 0.81(0.68–0.99) P < .05 Choi & DiNitto, 2013a*
Support from family and friends Use (Electronic device) Gallo et al., 2021 (q)
Household structure (1 person as compared to 2/3 or more persons) Internet use (via mobile technology or computer) 45.70% P .08 Arcury et al., 2020 n.s.
Care partner (having a care partner as compared to not having a care partner) Internet use (via mobile technology or computer) 48.40% P .09 Arcury et al., 2020 n.s.
Worked for pay last month (as compared to have not worked for pay last month) Positive Use (Internet and computer) 1.65 (1.34–2.03) P < .001 Choi & DiNitto, 2013a*
Did formal volunteering last month (as compared to did not involve in formal volunteering last month) Positive Use (Internet and computer) 1.33 (1.09–1.62) P < .01 Choi & DiNitto, 2013a*
Visited family/friend last month (as compared to have not visited family/friend last month) Positive Use (Internet and computer) 1.25 (1.03–1.52) P < .05 Choi & DiNitto, 2013a*
Attended religious service last month (as compared to did not attended religious service last month) Negative Use (Internet and computer) 0.82 (0.73–0.94) P < .05 Choi & DiNitto, 2013a*
Attended clubs/classes/organized activities last month (as compared to have not attended clubs/classes/organized activities last month) Positive Use (Internet and computer) 1.73 (1.46–2.05) P < .001 Choi & DiNitto, 2013a*
Went out for enjoyment last month (as compared to have not gone out for enjoyment last month) Positive Use (Internet and computer) 1.69 (1.36–2.08) P < .001 Choi & DiNitto, 2013a*
Provided informal caregiving last month (as compared to have not provided informal caregiving last month) Use (Internet and computer) 1.00 (0.83–1.19) Not reported Choi & DiNitto, 2013a n.s.
Technological Environment Accessibility of technology +
Number of e-devices (Having two or more e-devices in their homes as compared to those with one or no home e-devices Positive Use (Internet via mobile technology or computer) 82.10% P < .01 Arcury et al., 2020*
Lack of technology Use (patient portal) Latulipe et al., 2015 (q)
Individual device needs Use (Internet) Kim and Gray, 2016 (q)
Access barriers - maintaining the technical resources needed to support an IVA Intention to use (IVA) Nallam et al., 2020 (q)
Problems with broadband services. Use (Internet) Kim and Gray, 2016 (q)
Preference for wi-fi Use (Internet) Kim and Gray, 2016 (q)
Technical support needs Use (Internet) Kim and Gray, 2016 (q)
Computer and Internet use training program Positive Use (Email/Internet) Pretest = 5.2%, Posttest = 40.3% P < .0005 Kim et al., 2021*
Physical Environment Housed(as compared to those who have not regained housing/homeless) Positive Use (Internet and mobile technology) AOR (95% CI) 3.81 (1.77–8.21) P < .001 Raven et al., 2018*
Urban(as compared to rural clinic) Positive Use (patient portal) 12.21 (3.05–48.87) P < .01 Arcury et al., 2017*
Organizational Characteristics Insurance status
Health insurance - private insurance versus none Use (patient portal) 0.73 (0.11–5.07) 0.86 Arcury et al., 2017 n.s.
Health insurance- Government insurance versus none Use (patient portal) 0.61 (0.09–4.10) Not reported Arcury et al., 2017 n.s.

Note. *significant, n.s. nonsignificant, ** contradictory, ^no correlation conducted, (β) logit coefficients, + aggregated and self-coded, (q) qualitative data.