| Literature DB >> 33110762 |
Lauren Staples1, Olav Nielssen1,2, Rony Kayrouz1, Shane Cross1, Eyal Karin1,3, Katie Ryan1, Blake Dear1,3, Nickolai Titov1,3.
Abstract
BACKGROUND: The MindSpot Clinic, funded by the Australian Government, is a national digital mental health service (DMHS) providing services to people experiencing anxiety and depression. We recently reported increased service use in the early weeks of the COVID-19 pandemic (19 March to 15 April 2020), and a small increase in anxiety symptoms. This follow-up paper examines trends in service use and symptoms, over 12 weeks from 19 March to 10 June 2020.Entities:
Keywords: Anxiety; COVID-19; Depression; Internet; Mental health; Service implementation
Year: 2020 PMID: 33110762 PMCID: PMC7580521 DOI: 10.1016/j.invent.2020.100351
Source DB: PubMed Journal: Internet Interv ISSN: 2214-7829
Demographic and symptom characteristics over 12 weeks of the COVID-19 pandemic in Australia.
| Baseline | Weeks 1–4 | Weeks 5–8 | Weeks 9–12 | Significance | |
|---|---|---|---|---|---|
| Mean age (SD), range | 35.0 (13.5), 18–86 | 34.9 (13.6), 18–92 years | 35.9 (14.3), 18–100 years | 35.9 (13.9), 18–93 years | F = 2.56, p = .05 |
| Proportion female | 72.9%a (1203/1650) | 76.9%a,b (1282/1668) | 77.0%b (1613/2096) | 75.2%a,b (1271/1690) | ꭙ2 = 10.13, p < .05 |
| Capital city or surrounding suburbs | 60.4%a,b (932/1544) | 58.7%b (904/1541) | 64.1%a (1245/1941) | 60.5%a,b (926/1530) | ꭙ2 = 11.98, p < .01 |
| Aboriginal or Torres Strait Islander | 4.7% (55/1163) | 3.3% (39/1188) | 3.1% (59/1884) | 2.9% (44/1521) | ꭙ2 = 7.31, p = .06 |
| University education | 42.4% (654/1543) | 41.2% (633/1535) | 44.2% (855/1936) | 42.3% (648/1531) | ꭙ2 = 3.17, p = .37 |
| Employed full or part time | 60.8%a (939/1544) | 52.8%b (811/1536) | 55.8%b,c (1081/1939) | 58.5%a,c (895/1530) | ꭙ2 = 22.82 p < .001 |
| Married (registered or de facto) | 36.9% (568/1541) | 34.7% (534/1539) | 35.5% (686/1934) | 35.9% (548/1526) | ꭙ2 = 1.65, p = .65 |
| K-10 (mean and SD) | 31.2 (7.6) | 31.4 (7.8) | 31.0 (7.6) | 30.7 (7.4) | F = 2.16, p = .09 |
| PHQ-9 (mean and SD) | 14.3 (6.2) | 14.4 (6.2) | 14.4 (6.2) | 14.1 (6.1) | F = 0.52, p = .67 |
| GAD-7 (mean and SD) | 12.1a,b (5.1) | 12.5b (5.3) | 12.2a,b (5.3) | 11.9a (5.2) | F = 3.23, p < .05 |
| Self-reported depression | 69.5% (1062/1528) | 69.0% (1037/1502) | 69.0% (1298/1887) | 69.3% (1045/1509) | ꭙ2 = 0.24, p = .97 |
| Depression < two weeks | 4.0%a (43/1062) | 6.8%b (71/1037) | 5.9%a,b (76/1298) | 6.2%a,b (65/1045) | ꭙ2 = 8.15, p < .05 |
| Self-reported anxiety | 86.2% (1317/1528) | 89.3% (1341/1502) | 87.1% (1644/1887) | 86.9% (1311/1509) | ꭙ2 = 7.21, p = .07 |
| Anxiety < two weeks | 3.0%a (39/1317) | 5.4%b (73/1341) | 3.0%a (49/1644) | 3.7%a,b (49/1311) | ꭙ2 = 14.03, p < .01 |
| Suicidal thoughts | 30.6% (423/1383) | 27.5% (367/1334) | 27.8% (476/1714) | 26.9% (363/1350) | ꭙ2 = 5.50, p = .14 |
| Suicidal intentions or plans | 3.7% (51/1383) | 2.9% (39/1334) | 2.2% (38/1714) | 2.1% (29/1350) | ꭙ2 = 5.88, p = .12 |
Comparison sample from 1 to 28 September 2019.
Each superscript letter denotes a subset of group categories whose proportions do not differ significantly from each other at the .05 level.
Significant at p < .05.
Significant at p < .01.
Significant at p < .001.
Changes in reported psychosocial stressors over time and by age group.
| Comparison sample | Weeks 1–4 | Weeks 5–8 | Weeks 9–12 | Significance | |
|---|---|---|---|---|---|
| 18–29 years | 56.7%a,b (408/720) | 60.9%b (453/744) | 59.7%a,b (520/871) | 53.6%a (376/701) | ꭙ2 = 9.55, p < .05* |
| 30–54 years | 53.6% (403/752) | 47.0% (344/732) | 48.6% (469/966) | 50.4% (389/772) | ꭙ2 = 7.34, p = .06 |
| 55 years and over | 39.3% (70/178) | 42.7% (82/192) | 37.5% (97/259) | 39.2% (85/217) | ꭙ2 = 1.29, p = .73 |
| 18–29 years | 54.6% (393/720) | 52.6% (391/744) | 53.2% (463/871) | 54.6% (383/701) | ꭙ2 = 0.97, p = .81 |
| 30–54 years | 47.1% (354/752) | 43.3% (317/732) | 43.1% (416/966) | 44.7% (345/772) | ꭙ2 = 3.26, p = .35 |
| 55 years and over | 24.7% (44/178) | 20.8% (40/192) | 23.6% (61/259) | 30.9% (67/217) | ꭙ2 = 6.06, p < .11 |
| 18–29 years | 36.7% (264/720) | 33.9% (252/744) | 33.4% (291/871) | 34.0% (238/701) | ꭙ2 = 2.17, p = .54 |
| 30–54 years | 38.3% (288/752) | 35.7% (261/732) | 36.1% (349/966) | 34.1% (263/772) | ꭙ2 = 3.02, p = .39 |
| 55 years and over | 38.8% (69/178) | 38.5% (74/192) | 44.8% (116/259) | 37.3% (81/217) | ꭙ2 = 3.39, p = .34 |
| 18–29 years | 25.1%a (181/720) | 22.6%a,b (168/744) | 19.9%a,b (173/871) | 18.5%b (130/701) | ꭙ2 = 11.18, p < .05* |
| 30–54 years | 28.1%a (211/752) | 28.4%a (208/732) | 20.7%b (200/966) | 22.5%a,b (174/772) | ꭙ2 = 20.26, p < .001*** |
| 55 years and over | 22.5% (40/178) | 17.7% (34/192) | 19.3% (50/259) | 18.4% (40/217) | ꭙ2 = 1.56, p = .67 |
Comparison sample from 1 to 28 September 2019.
Each superscript letter denotes a subset of group categories whose proportions do not differ significantly from each other at the .05 level.
⁎ Significant at p < .05.
⁎⁎ Significant at p < .01.
⁎⁎⁎ Significant at p < .001.
Response to COVID-19 specific questions.
| Weeks 1–4 | Weeks 5–8 | Weeks 9–12 | Significance | |
|---|---|---|---|---|
| No | 97.1% (1427/1469) | 95.8% (1809/1888) | 96.8% (1444/1492) | ꭙ2 = 0.18, p = .68 |
| Yes, myself | <0.1% (1/1469) | 0.0% (0/1888) | 0.2% (3/1492) | |
| Yes, someone I know | 2.8% (41/1469) | 4.2% (79/1888) | 3.0% (45/1492) | |
| Not at all concerned | 6.2% (91/1471) | 14.1% (266/1887) | 17.3% (259/1493) | ꭙ2 = 244.86, p < .001*** |
| Slightly concerned | 29.9% (440/1471) | 38.4% (725/1887) | 44.0% (657/1493) | |
| Moderately concerned | 42.8% (630/1471) | 37.4% (705/1887) | 31.2% (466/1493) | |
| Extremely concerned | 21.1% (310/1471) | 10.1% (191/1887) | 7.4% (111/1493) | |
| No changes | 12.9% (189/1463) | 9.5% (179/1884) | 11.4% (170/1497) | ꭙ2 = 19.24, p < .001*** |
| Slight changes | 23.9% (349/1463) | 28.9% (545/1884) | 35.7% (535/1497) | |
| Moderate changes | 34.2% (500/1463) | 33.7% (635/1884) | 30.7% (459/1497) | |
| Significant changes | 29.0% (425/1463) | 27.9% (525/1884) | 22.2% (333/1497) | |
⁎⁎⁎ Significant at p < .001.
Reported use of helpful strategies implemented in response to the COVID-19 pandemic.
| N = 2408 | |
|---|---|
| Maintaining social connections online or via the telephone | 42.5% (1024) |
| Establishing new routines, goals, or plans | 37.4% (901) |
| Limiting exposure to news or social media | 36.1% (870) |
| Maintaining good health by staying physically active | 31.8% (765) |
| Following practical and recommended advice from the government | 29.2% (704) |
| Other | 1.6% (39) |
| None of these | 19.1% (459) |
Question introduced in Week 6 of the current analysis. Respondents could choose multiple responses, except when “none of these” was indicated.