| Literature DB >> 35565091 |
Nikola Žaja1, Jakša Vukojević1, Tvrtko Žarko1, Marko Marelić2, Domagoj Vidović1, Tea Vukušić Rukavina2.
Abstract
BACKGROUND: The high and increasing prevalence of internet use in the general population and the significant burden of depression and schizophrenia urge us to investigate the patterns of internet use among patients with these illnesses. The aim of this study is to assess internet use and mental health-related internet use among patients suffering from schizophrenia and depression.Entities:
Keywords: cyber mental health; digital health; internet; internet-based intervention; mental health; mood disorders; psychiatry; psychotic disorders
Mesh:
Year: 2022 PMID: 35565091 PMCID: PMC9104824 DOI: 10.3390/ijerph19095695
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Sociodemographic characteristics of the sample.
| Total ( | Schizophrenia Group ( | Depression Group ( | |
|---|---|---|---|
|
| |||
| Mean (SD) | 40.72 (14.635) | 32.47 (11.693) | 48.90 (12.548) |
| Median | 39 | 30.00 | 51.00 |
| Minimum | 18 | 18 | 18 |
| Maximum | 72 | 72 | 72 |
|
| |||
| Male | 84 (40.2%) | 54 (51.9%) | 30 (28.6%) |
| Female | 125 (59.8%) | 50 (48.1%) | 75 (71.4%) |
|
| |||
| Urban | 167 (79.9%) | 80 (76.9%) | 87 (82.9%) |
| Rural | 41 (19.6%) | 23 (22.1%) | 18 (17.1%) |
| Abroad | 1 (0.5%) | 1 (1.0%) | 0 (0%) |
|
| |||
| Married/Cohabiting | 65 (31.1%) | 18 (17.3%) | 47 (44.8%) |
| Single | 107 (51.2%) | 77 (74.0%) | 30 (28.6%) |
| Divorced | 29 (13.9%) | 5 (4.8%) | 24 (22.9%) |
| Widowed | 8 (3.8%) | 4 (3.8%) | 4 (3.8%) |
|
| |||
| No school degree | 1 (0.5%) | 1 (1.0%) | 0 (0.0%) |
| Elementary school | 21 (10.0%) | 11 (10.6%) | 10 (9.5%) |
| High school | 135 (64.6%) | 67 (64.4%) | 68 (64.8%) |
| College degree | 13 (6.2%) | 6 (5.8%) | 7 (6.7%) |
| University or higher degree | 38 (18.2%) | 19 (18.3%) | 19 (18.1%) |
| Unknown | 1 (0.5%) | 0 (0.0%) | 1 (1.0%) |
|
| |||
| Unemployed | 70 (33.5%) | 46 (44.2%) | 24 (22.9%) |
| Housewife/-husband | 10 (10%) | 3 (2.9%) | 7 (6.7%) |
| Employee | 67 (32.1%) | 27 (26.0%) | 40 (38.1%) |
| Self-employed | 3 (1.4%) | 3 (2.9%) | 0 (0.0%) |
| Manager, director, principal | 4 (1.9%) | 3 (2.9%) | 1 (1.0%) |
| Military or police force member | 1 (0.5%) | 0 (0.0%) | 1 (1.0%) |
| Retiree | 34 (16.3%) | 9 (8.7%) | 25 (23.8%) |
| Student | 17 (8.1%) | 12 (11.5%) | 5 (4.8%) |
| Other | 3 (1.4%) | 1 (1.0%) | 2 (1.9%) |
SD = standard deviation.
The difference in age between the two groups.
|
|
|
|
|
| |
|---|---|---|---|---|---|
| Schizophrenia group | 32.47 | 11.693 | 207 | −9.787 | 0.000 *** |
| Depression group | 48.90 | 12.548 |
*** p < 0.001.
The difference in gender between the two groups.
| Schizophrenia Group | Depression Group |
|
|
| |
|---|---|---|---|---|---|
| Male | 54 (51.9) | 30 (28.6) | 11.853 | 1 | 0.001 ** |
| Female | 50 (48.1) | 75 (71.4) |
** p < 0.01.
Psychiatric history of the sample.
| Total ( | Schizophrenia Group ( | Depression Group ( | Statistical Test | |
|---|---|---|---|---|
| Previously psychiatrically treated | a | |||
| Yes | 150 (71.8%) | 67 (64.4%) | 83 (79.0%) | 5.516; 1; 0.019 * |
| No | 59 (28.2%) | 37 (35.6%) | 22 (21.0%) | |
| Number of previous hospital psychiatric treatments | b | |||
| Mean (SD) | 5.28 (8.180) | 4.04 (5.917) | 6.28 (9.547) | −1.672; 148; 0.097 |
| Median | 3 | 2.00 | 4.00 | |
| Minimum | 1 | 1 | 1 | |
| Maximum | 80 | 33 | 80 | |
| How many years under psychiatric treatment | b | |||
| Mean (SD) | 6.40 (7.609) | 3.80 (5.190) | 8.99 (8.694) | −5.245; 170.069; 0.000 *** |
| Median | 4 | 1.75 | 6 | |
| Minimum | 0.08 | 0.08 | 0.08 | |
| Maximum | 50 | 23 | 50 | |
| In psychiatric treatment | c | |||
| Less than a year | 53 (25.4%) | 40 (38.5%) | 13 (12.4%) | 3310.00; 0.000 *** |
| 1–3 years | 38 (18.2%) | 22 (21.2%) | 16 (15.2%) | |
| 3–5 years | 37 (17.7%) | 17 (16.3%) | 20 (19.0%) | |
| 5 years and more | 81 (38.7%) | 25 (24.0%) | 56 (53.3%) |
* p < 0.05; *** p < 0.001, SD = standard deviation, a chi-square test, b t-test, c Mann–Whitney U test.
General internet use habits.
| Total | Schizophrenia Group | Depression Group | ||
|---|---|---|---|---|
| Purpose of internet use | ||||
| Social media | 112 (53.6) | 58 (55.8) | 54 (51.4) | 0.396; 1; 0.529 |
| Messaging | 106 (50.7) | 60 (57.7) | 46 (43.8) | 4.029; 1; 0.045 * |
| Reading news | 101 (48.3) | 56 (53.8) | 45 (42.9) | 2.527; 1; 0.112 |
| Studying | 79 (37.8) | 52 (50.0) | 27 (25.7) | 13.017; 1; 0.000 *** |
| Videogames | 37 (17.7) | 24 (23.1) | 13 (12.4) | 4.103; 1; 0.043 * |
| Other | 14 (6.7) | 9 (8.7) | 5 (4.8) | 1.266; 1; 0.260 |
| Daily used social media | ||||
| None | 20 (9.6) | 6 (5.8) | 14 (13.3) | 3.455; 1; 0.063 |
| 124 (59.3) | 64 (61.5) | 60 (57.1) | 0.418; 1; 0.518 | |
| 2 (1.0) | 2 (1.9) | 0 (0) | 0.246 a | |
| 43 (20.6) | 29 (27.9) | 14 (13.3) | 6.770; 1; 0.009 ** | |
| Snapchat | 10 (4.8) | 3 (2.9) | 7 (6.7) | 0.332 a |
| YouTube | 116 (55.5) | 75 (72.1) | 41 (39.0) | 23.133; 1; 0.000 *** |
| Other | 3 (1.4) | 1 (1.0) | 2 (1.9) | 1.000 a |
| Time spent on social media daily | ||||
| Less than 1 h | 72 (39.8) | 37 (38.1) | 35 (41.7) | |
| 1–3 h | 87 (48.1) | 45 (46.4) | 42 (50.0) | 2.145; 2; 0.342 |
| More than 3 h | 22 (12.2) | 15 (15.5) | 7 (8.3) |
* p < 0.05; ** p < 0.01; *** p < 0.001; a Fisher’s exact test.
Internet use (yes or no)—multivariate regression analysis.
| Variable | Odds Ratio | 95% CI | |
|---|---|---|---|
| Age | 1.025 | 0.892–1.179 | 0.726 |
| Sex | 0.369 | 0.031–4.361 | 0.429 |
| Rural living setting | 5.749 | 0.452–73.189 | 0.178 |
| Marital status | 1.143 | 0.260–5.032 | 0.860 |
| Educational status | 0.235 | 0.032–1.717 | 0.154 |
| Occupational status | 4.095 | 0.698–23.016 | 0.118 |
| Illness type (schizophrenia or depression) | 3.021 | 0.080–113.5 | 0.550 |
CI = confidence interval.
Time spent online (use of internet 150 min or more per day)—multivariate regression analysis.
| Variables | Odds Ratio | 95% CI | |
|---|---|---|---|
| Age | 0.955 | 0.931–0.980 | <0.001 *** |
| Sex | 0.870 | 0.453–1.669 | 0.675 |
| Rural living setting | 0.305 | 0.120–0.775 | 0.013 * |
| Marital status | 1.563 | 0.950–2.570 | 0.079 |
| Educational status | 0.801 | 0.462–1.391 | 0.431 |
| Occupational status | 0.784 | 0.552–1.113 | 0.173 |
| Illness type (schizophrenia or depression) | 0.840 | 0.384–1.839 | 0.663 |
* p < 0.05; *** p < 0.001; CI = confidence interval.
Mental-health-related internet use and preferences.
| Total | Schizophrenia Group | Depression Group | ||
|---|---|---|---|---|
| Internet as a source of information on mental health | ||||
| Yes | 126 (68.9) | 66 (66.7) | 60 (71.4) | 0.480; 1; 0.488 |
| No | 57 (31.1) | 33 (33.3) | 24 (28.6) | |
| Type of mental health information interested in on the internet | ||||
| Information on illnesses | 126 (60.3) | 72 (69.2) | 54 (51.4) | 6.916; 1; 0.009 ** |
| Information on medication | 96 (45.9) | 49 (47.1) | 47 (44.8) | 0.117; 1; 0.733 |
| Information on treatment and psychiatric institutions | 57 (27.3) | 30 (28.6) | 27 (25.7) | 0.258; 1; 0.611 |
| Communication with others with mental disorders | 47 (22.5) | 29 (27.9) | 18 (17.1) | 3.459; 1; 0.063 |
| Online health services | 36 (17.2) | 18 (17.3) | 18 (17.1) | 0.001; 1; 0.975 |
| Other | 6 (2.9) | 2 (1.9) | 4 (3.8) | 0.683 a |
| Internet helpful in coping with the mental disorder | ||||
| Yes | 51 (27.9) | 39 (39.4) | 12 (14.3) | 14.261; 2; 0.001 ** |
| Partially | 82 (44.8) | 37 (37.4) | 27 (32.1) | |
| No | 50 (27.3) | 23 (23.2) | 45 (53.6) | |
| Interested in professional online mental health service | ||||
| Yes | 129 (61.7) | 73 (70.2) | 56 (53.3) | 6.286; 1; 0.012 * |
| No | 80 (38.3) | 31 (29.8) | 49 (46.7) | |
| Ever used professional online health services | ||||
| Yes | 13 (7.1) | 8 (8.1) | 5 (6.0) | 0.288; 1; 0.592 |
| No | 169 (92.9) | 91 (91.9) | 78 (94.0) |
* p < 0.05; ** p < 0.01; a Fisher’s exact test.
Mental health internet forums usage.
| Total | Schizophrenia Group | Depression Group | ||
|---|---|---|---|---|
| Reasons for using mental health internet forums | ||||
| Does not use | 79 (37.8) | 46 (44.2) | 33 (31.4) | 3.642; 1; 0.056 |
| Sharing useful information | 26 (12.4) | 16 (15.4) | 10 (9.5) | 1.648; 1; 0.199 |
| Receiving useful information | 89 (42.6) | 49 (47.1) | 40 (38.1) | 1.739; 1; 0.187 |
| Providing emotional support | 16 (7.7) | 8 (7.7) | 8 (7.6) | 0.000; 1; 0.984 |
| Receiving emotional support | 19 (9.1) | 13 (12.5) | 6 (5.7) | 2.911; 1; 0.088 |
| Other | 3 (1.4) | 0 (0.0) | 3 (2.9) | 0.249 a |
| Mental health internet forums help cope with the mental illness | ||||
| Yes | 42 (23.0) | 26 (26.3) | 16 (19.0) | 10.777; 2; 0.005 ** |
| Partially | 116 (63.4) | 67 (67.7) | 49 (58.3) | |
| No | 25 (13.7) | 6 (6.1) | 19 (22.6) | |
| Finding information on mental health internet forums accurate | ||||
| Yes | 78 (42.6) | 43 (43.4) | 35 (41.7) | 0.058; 1; 0.810 |
| No | 105 (57.4) | 56 (56.6) | 49 (58.3) |
** p < 0.01; a Fisher’s Exact test.