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. 2023 Apr 19;32:100622. doi: 10.1016/j.invent.2023.100622

Table 3.2.

Barriers to the use of e-health by disease state, N = 1255.

TDF-domain Itema Disease state
ANOVAa
Acute episode (N = 236)
Residual symptoms (N = 509)
Symptom-free (N = 464)
Uncertain (N = 46)
M (SD) M (SD) M (SD) M (SD)
D1 Knowledge 1) I am aware that e-health can be used. 1.90 (0.88) 2.00 (0.79) 2.03 (0.80) 1.85 (0.98) F = 1.42, p = .234, ηp2 = 0.001
D2 Skills 2) I have the skills to use a computer or a smartphone for e-health. 2.24 (0.86) 2.33 (0.77) 2.42 (0.74) 2.08 (0.88) F = 3.97, p = .047, ηp2 = 0.003
D3 Social/professional role 3) It is my responsibility as a patient to use e-health when it is offered, and physical contacts should be reduced. 1.48 (0.93) 1.61 (0.87) 1.72 (0.87) 1.39 (1.01) F = 5.89, p = .015, ηp2 = 0.005
D4 Beliefs about capabilities 4) I am confident that if I wanted, I could make e-health work well for me. 1.40 (0.94) 1.55 (0.92) 1.68 (0.90) 1.44 (1.01) F = 11.16, p < .001, ηp2 = 0.009
D5 Optimism 5) With regard to the usage of e-health I am optimistic. 1.29 (0.98) 1.49 (0.89) 1.59 (0.89) 1.31 (0.97) F = 11.62, p < .001, ηp2 = 0.009
D6 Beliefs about consequences 6) If I used e-health, it would benefit my health. 1.26 (0.95) 1.41 (0.87) 1.40 (0.85) 1.22 (0.95) F = 1.70, p = .193, ηp2 = 0.001
7) If I used e-health, it would have disadvantages for my relationship with my psychotherapist or doctor. 1.37 (1.00) 1.27 (0.91) 1.21 (0.96) 1.11 (0.86) F = 4.74, p = .030, ηp2 = 0.004
D8 Intentions 8) I intend to use e-health when offered as an option. 1.19 (1.02) 1.26 (0.96) 1.30 (0.96) 1.24 (1.06) F = 2.89, p = .089, ηp2 = 0.002
D9 Goals 9) The usage of e-health is compatible with my preferences and needs that I have in therapy. 1.15 (0.98) 1.21 (0.93) 1.24 (0.88) 1.18 (1.02) F = 1.76, p = .185, ηp2 = 0.001
D10 Memory, attention, and decision processes 10) When I use e-health I am able to focus my attention so that I become unaware of what's going on around me. 1.10 (0.97) 1.17 (0.90) 1.27 (0.95) 1.07 (1.00) F = 4.15, p = .042, ηp2 = 0.003
D11 Environmental context and resources 11) The usage of e-health is sufficiently promoted and supported. 1.08 (0.82) 1.12 (0.78) 1.18 (0.79) 0.93 (0.74) F = 0.97, p = .324, ηp2 < 0.001
D12 Social influences 12) Most people who are close to me would approve of me using e-health. 1.18 (0.93) 1.17 (0.86) 1.09 (0.89) 0.90 (0.86) F = 2.53, p = .112, ηp2 = 0.002
D13 Emotions 13) When using e-health, I find it more difficult to deal with my feelings. 2.22 (0.99) 2.25 (0.93) 2.41 (0.98) 2.34 (0.98) F = 6.99, p = .008, ηp2 = 0.006
14) When using e-health I am worried about the confidentiality. 1.56 (1.05) 1.43 (0.97) 1.40 (1.02) 1.54 (1.03) F = 2.22, p = .136, ηp2 = 0.002

Notes. Barriers were assessed on a Likert scale (0 = “strongly disagree” to 3 = “strongly agree”), M = mean, SD = standard deviation.

Statistically significant results (p < .05) are bold.

a

Post-hoc ANOVAs if MANOVA was significant.