Table 3.
Results of adjusted multivariable partial proportional odds models of intention to use eMental Health
| Unlikely v. neutral and likely | Unlikely and neutral v. likely | |||
|---|---|---|---|---|
| Correlates | Odds ratio (95% CI) | p | Odds ratio (95% CI) | p |
| Participant characteristics | ||||
| Age group | ||||
| 18–25 | 2.51 (0.99–6.36) | 0.052 | 2.51 (0.99–6.36) | 0.052 |
| 26–35 | 1.93 (1.01–3.68) | 0.047 | 1.93 (1.01–3.68) | 0.047 |
| 36–45 | 1.84 (1.02–3.32) | 0.044 | 1.84 (1.02–3.32) | 0.044 |
| 46–55 | 1.40 (0.79–2.48) | 0.243 | 1.40 (0.79–2.48) | 0.243 |
| 56 or older | 1.00 | 1.00 | ||
| Marital status | ||||
| Married | 1.00 | 1.00 | ||
| Single | 1.20 (0.87–1.65) | 0.270 | 1.20 (0.87–1.65) | 0.270 |
| Partnered | 0.72 (0.44–1.17) | 0.182 | 0.72 (0.44–1.17) | 0.182 |
| Separated | 1.32 (0.93–1.89) | 0.123 | 1.32 (0.93–1.89) | 0.123 |
| Widowed | 1.14 (0.70–1.87) | 0.591 | 1.14 (0.70–1.87) | 0.591 |
| No. of territories worked | 1.10 (0.96–1.28) | 0.181 | 1.10 (0.96–1.28) | 0.181 |
| No. of years as an OFW | 1.00 (0.98–1.03) | 0.757 | 1.04 (1.02–1.06) | 0.001 |
| Living environment | ||||
| Living arrangement (stay-out) | 1.19 (0.93–1.53) | 0.157 | 1.19 (0.93–1.53) | 0.157 |
| Past service utilization | ||||
| Service utilization (past 12 months) | 1.23 (0.87–1.73) | 0.238 | 1.23 (0.87–1.73) | 0.238 |
| Past use of eMental Health | 1.46 (0.95–2.24) | 0.082 | 1.46 (0.95–2.24) | 0.082 |
| Attitudes and intention about service use | ||||
| Intention to use professional services | ||||
| Unlikely | 1.0 | |||
| Neutral | 3.47 (2.20–5.46) | <0.001 | 0.97 (0.64–1.46) | 0.874 |
| Likely | 6.98 (4.58–10.62) | <0.001 | 4.19 (2.87–6.12) | <0.001 |
| Willing to pay | ||||
| Not willing to pay | 1.00 | |||
| Less than 200MOP | 1.65 (1.18–2.29) | 0.003 | 1.65 (1.18–2.29) | 0.003 |
| More than 200MOP | 1.26 (0.89–1.79) | 0.189 | 1.26 (0.89–1.79) | 0.189 |
| Attitude toward service needs | ||||
| Low priority | 1.0 | |||
| Medium priority | 4.65 (2.47–8.73) | <0.001 | 2.60 (1.42–4.75) | 0.002 |
| High priority | 5.84 (3.35–10.17) | <0.001 | 5.84 (3.35–10.17) | <0.001 |
| Stigma | ||||
| Concerned it will affect work (yes) | 0.84 (0.31–2.27) | 0.732 | 2.00 (0.92–4.34) | 0.079 |
| Technology use and accessibility | ||||
| Own a smartphone | 1.18 (0.78–1.79) | 0.435 | 1.18 (0.78–1.79) | 0.435 |
| Frequency of Facebook or social media use | 1.17 (1.05–1.32) | 0.006 | 0.97 (0.88–1.07) | 0.505 |
| Access Wi-Fi outside employer's home (yes) | 1.35 (1.02–1.80) | 0.039 | 1.35 (1.02–1.80) | 0.039 |
| Access Wi-Fi sustain a 30 min connection (yes) | 1.06 (0.81–1.38) | 0.695 | 1.06 (0.81–1.38) | 0.695 |
| Social resources | ||||
| Social support | 1.18 (1.08–1.29) | <0.001 | 1.18 (1.08–1.29) | <0.001 |
| Current psychological distress and functioning | ||||
| Depressive symptom severity | 1.01 (0.98–1.05) | 0.392 | 1.01 (0.98–1.05) | 0.392 |
| Anxiety symptom severity | 1.01 (0.97–1.04) | 0.668 | 1.01 (0.97–1.04) | 0.668 |