| Literature DB >> 35581689 |
Farinaz Havaei1, Maura MacPhee1, Andy Ma2, Yue Mao2.
Abstract
BACKGROUND: Nursing is a high-risk profession and nurses' exposure to workplace risk factors such as heavy workloads and inadequate staffing is well documented. The COVID-19 pandemic has exacerbated nurses' exposure to workplace risk factors, further deteriorating their mental health. Therefore, it is both timely and important to determine nursing groups in greatest need of mental health interventions and supports.Entities:
Keywords: Nursing; demographic characteristics; health authority; logistic models; mental health; workplace characteristics
Year: 2022 PMID: 35581689 PMCID: PMC9118006 DOI: 10.1177/08445621221098833
Source DB: PubMed Journal: Can J Nurs Res ISSN: 0844-5621
Proportions of Positive Screenings for Each Mental Health Problem by Individual and Workplace Characteristic Categories.
| Characteristic | Time 1 | Time 2 | ||||||
|---|---|---|---|---|---|---|---|---|
| PHQ9a | GAD7b | PTSS14c | MBI-HSSd | PHQ9a | GAD7b | PTSS14c | MBI-HSSd | |
| % (n) | % (n) | % (n) | % (n) | % (n) | % (n) | % (n) | % (n) | |
| Demographic characteristics | ||||||||
|
| ||||||||
| Under 25 | 39.2 (71) | 45.3 (82) | 55.2 (100) | 43.1 (78) | 43.6 (44) | 52.5 (53) | 59.4 (60) | 56.4 (57) |
| 25 to 34 | 33.8 (458) | 30.9 (419) | 52.3 (708) | 44.4 (601) | 44.9 (353) | 45.2 (355) | 55.2 (434) | 43.9 (345) |
| 35 to 44 | 31.3 (318) | 28.1 (285) | 50.4 (512) | 35.1 (356) | 46.6 (361) | 40.8 (316) | 56.3 (436) | 39.1 (303) |
| 45 to 54 | 28.7 (239) | 25.9 (216) | 44.8 (374) | 28.9 (241) | 40.4 (271) | 35.6 (239) | 50.2 (337) | 28.6 (192) |
| 55 and above | 26.5 (157) | 20.7 (123) | 39.5 (234) | 21.9 (130) | 33.3 (170) | 26.2 (134) | 43.1 (220) | 23.7 (121) |
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| RN and/or RPN | 29.9 (1,006) | 27.7 (933) | 47.8 (1,610) | 35.2 (1,186) | 42.2 (987) | 38.7 (905) | 52 (1,216) | 35.7 (834) |
| LPN | 38.7 (237) | 31.4 (192) | 52 (318) | 35.9 (220) | 41.9 (212) | 37.9 (192) | 53.6 (271) | 36.4 (184) |
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| Female | 31.3 (1,141) | 28.8 (1,047) | 48.7 (1,773) | 35.1 (1,276) | 42.4 (1,133) | 38.9 (1,041) | 52.4 (1,401) | 35.5 (948) |
| Male | 30.3 (102) | 23.1 (78) | 46 (155) | 38.6 (130) | 39.1 (66) | 33.1 (56) | 50.9 (86) | 41.4 (70) |
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| Diploma/certificate | 33.8 (400) | 27.4 (324) | 46.7 (553) | 32.6 (386) | 39.8 (378) | 35.5 (337) | 49.7 (472) | 32.4 (308) |
| Undergraduate degree | 29.9 (593) | 29.3 (582) | 49.8 (989) | 38.3 (760) | 43.1 (579) | 40.5 (543) | 54.5 (731) | 39.5 (530) |
| Graduate degree | 30.9 (250) | 27 (219) | 47.7 (386) | 32.1 (260) | 43.9 (242) | 39.4 (217) | 51.5 (284) | 32.7 (180) |
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| Casual | 27.5 (117) | 26.1 (111) | 45.9 (195) | 33.6 (143) | 35.5 (99) | 35.5 (99) | 44.8 (125) | 28.7 (80) |
| Part-time | 29 (310) | 26.2 (280) | 46.3 (495) | 32.6 (349) | 38.8 (320) | 37 (305) | 50.1 (413) | 33.2 (274) |
| Full-time | 32.9 (816) | 29.6 (734) | 49.9 (1,238) | 36.8 (914) | 44.9 (780) | 39.9 (693) | 54.6 (949) | 38.2 (664) |
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| 5 years or less | 35.4 (428) | 33.6 (407) | 52.6 (636) | 42.2 (511) | 44.2 (316) | 45.5 (325) | 56.5 (404) | 43.1 (308) |
| 6 to 10 years | 32.8 (285) | 28.5 (247) | 53 (460) | 40.8 (354) | 47.1 (274) | 41.8 (243) | 55 (320) | 40.4 (235) |
| 11 to 15 years | 30.4 (207) | 28.1 (191) | 48.7 (331) | 35.3 (240) | 43.4 (218) | 38.2 (192) | 52.6 (264) | 36.3 (182) |
| 16 to 20 years | 26.8 (86) | 24 (77) | 45.8 (147) | 31.2 (100) | 41.5 (114) | 34.9 (96) | 53.8 (148) | 35.6 (98) |
| 21 years or more | 26.4 (237) | 22.6 (203) | 39.4 (354) | 22.4 (201) | 36 (277) | 31.3 (241) | 45.6 (351) | 25.4 (195) |
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| Direct care provider | 31.5 (1,128) | 28.5 (1,018) | 49.3 (1,764) | 36.1 (1,292) | 42.1 (1,030) | 39 (952) | 53.1 (1,297) | 36.2 (884) |
| Leader or educator | 28.8 (115) | 26.8 (107) | 41.1 (164) | 28.6 (114) | 42.4 (169) | 36.3 (145) | 47.6 (190) | 33.6 (134) |
| Workplace characteristics | ||||||||
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| ||||||||
| Acute care | 31.3 (932) | 28.3 (844) | 50.1 (1,493) | 37.7 (1,122) | 42.4 (771) | 39.8 (723) | 54.1 (983) | 37.9 (689) |
| Community care | 30.4 (207) | 28.9 (197) | 44.9 (306) | 26 (177) | 43 (293) | 37.6 (256) | 49.6 (338) | 31.3 (213) |
| Long-term care | 32.9 (104) | 26.6 (84) | 40.8 (129) | 33.9 (107) | 39.1 (135) | 34.2 (118) | 48.1 (166) | 33.6 (116) |
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| Urban | 30.3 (752) | 28.2 (699) | 47.8 (1,184) | 34.3 (850) | 43 (772) | 39 (700) | 52.8 (948) | 36.4 (653) |
| Suburban | 30.4 (215) | 27.9 (197) | 48.9 (346) | 36.2 (256) | 38.5 (214) | 37.9 (211) | 50.4 (280) | 34.5 (192) |
| Rural | 34.9 (276) | 29 (229) | 50.3 (398) | 37.9 (300) | 43.2 (213) | 37.7 (186) | 52.5 (259) | 35.1 (173) |
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| Fraser | 29.4 (271) | 27.5 (254) | 46.7 (431) | 36.9 (340) | 42.3 (285) | 38.7 (261) | 53.6 (361) | 36.4 (245) |
| Interior | 33.7 (247) | 30.8 (226) | 50.1 (368) | 38 (279) | 43.8 (213) | 40.1 (195) | 56 (272) | 42 (204) |
| Northern | 33.8 (153) | 29.1 (132) | 51 (231) | 35.8 (162) | 44.4 (91) | 45.4 (93) | 52.2 (107) | 34.6 (71) |
| Providence | 23.5 (31) | 22.7 (30) | 41.7 (55) | 34.1 (45) | 53.3 (56) | 48.6 (51) | 63.8 (67) | 44.8 (47) |
| Provincial | 26.9 (105) | 27.7 (108) | 45.1 (176) | 23.3 (91) | 35.5 (60) | 33.1 (56) | 46.2 (78) | 26 (44) |
| Vancouver Coastal | 28.1 (176) | 24.3 (152) | 43.3 (271) | 34 (213) | 37.4 (239) | 33.2 (212) | 44.8 (286) | 29.9 (191) |
| Vancouver Island | 36.1 (260) | 31 (223) | 55 (396) | 38.3 (276) | 45.1 (255) | 40.5 (229) | 55.9 (316) | 38.2 (216) |
Note. a Anxiety screening tool; b Depression screening tool; c PTSD screening tool; d Burnout screening tool. Time 1, pre-COVID-19; Time 2, during COVID-19.
Proportions of Nurses Screening Positive for Zero, One, Two, Three, or Four Mental Health Problems at Time 1 and Time 2.
| Characteristic | Number of positive screenings, % (n) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Time 1 | Time 2 | |||||||||
| 0 | 1 | 2 | 3 | 4 | 0 | 1 | 2 | 3 | 4 | |
| Demographic characteristics | ||||||||||
|
| ||||||||||
| Under 25 | 32 (58) | 13.8 (25) | 13.8 (25) | 19.9 (36) | 20.4 (37) | 19.8 (20) | 17.8 (18) | 18.8 (19) | 17.8 (18) | 25.7 (26) |
| 25 to 34 | 34.1 (462) | 18.5 (250) | 15.7 (213) | 15.2 (206) | 16.5 (223) | 29.3 (230) | 15.5 (122) | 15.3 (120) | 16.7 (131) | 23.3 (183) |
| 35 to 44 | 38.3 (389) | 19.5 (198) | 14.2 (144) | 14.9 (151) | 13.1 (133) | 31.9 (247) | 15.5 (120) | 12.9 (100) | 17.1 (132) | 22.6 (175) |
| 45 to 54 | 43 (359) | 20.7 (173) | 12.7 (106) | 11.9 (99) | 11.6 (97) | 37.4 (251) | 18.5 (124) | 11.3 (76) | 17.4 (117) | 15.4 (103) |
| 55 and above | 51.3 (304) | 18 (107) | 9.8 (58) | 12.6 (75) | 8.3 (49) | 47 (240) | 15.7 (80) | 11.7 (60) | 15.5 (79) | 10.2 (52) |
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| RN and/or RPN | 40.1 (1,350) | 18.8 (632) | 14.2 (478) | 14.1 (473) | 12.8 (432) | 35.2 (822) | 15.6 (365) | 13.3 (310) | 17.2 (403) | 18.7 (437) |
| LPN | 36.3 (222) | 19.8 (121) | 11.1 (68) | 15.4 (94) | 17.5 (107) | 32.8 (166) | 19.6 (99) | 12.8 (65) | 14.6 (74) | 20.2 (102) |
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| Female | 39.3 (1,429) | 19 (692) | 13.8 (502) | 14.5 (527) | 13.5 (490) | 34.6 (925) | 16.4 (438) | 13.2 (354) | 16.9 (451) | 18.9 (506) |
| Male | 42.4 (143) | 18.1 (61) | 13.1 (44) | 11.9 (40) | 14.5 (49) | 37.3 (63) | 15.4 (26) | 12.4 (21) | 15.4 (26) | 19.5 (33) |
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| Diploma/certificate | 41.4 (490) | 18.5 (219) | 12.2 (144) | 13.9 (164) | 14 (166) | 38.2 (363) | 16.6 (158) | 12.1 (115) | 15.7 (149) | 17.4 (165) |
| Undergraduate degree | 38 (754) | 18.9 (375) | 15 (297) | 14 (277) | 14.2 (281) | 32.3 (434) | 15.9 (214) | 13.6 (183) | 18 (241) | 20.1 (270) |
| Graduate degree | 40.5 (328) | 19.6 (159) | 13 (105) | 15.6 (126) | 11.4 (92) | 34.7 (191) | 16.7 (92) | 14 (77) | 15.8 (87) | 18.9 (104) |
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| Casual | 42.1 (179) | 20.5 (87) | 12 (51) | 12.9 (55) | 12.5 (53) | 41.9 (117) | 15.8 (44) | 13.3 (37) | 14 (39) | 15.1 (42) |
| Part-time | 42.2 (452) | 18.6 (199) | 13.8 (148) | 13.6 (145) | 11.8 (126) | 37.5 (309) | 15.4 (127) | 14.3 (118) | 16.4 (135) | 16.5 (136) |
| Full-time | 37.9 (941) | 18.8 (467) | 14 (347) | 14.8 (367) | 14.5 (360) | 32.3 (562) | 16.8 (293) | 12.7 (220) | 17.4 (303) | 20.8 (361) |
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| 5 years or less | 34 (411) | 17.6 (213) | 15.8 (191) | 16 (193) | 16.7 (202) | 29.1 (208) | 14.8 (106) | 17.2 (123) | 15.5 (111) | 23.4 (167) |
| 6 to 10 years | 34.9 (303) | 19.9 (173) | 15 (130) | 15.6 (135) | 14.6 (127) | 31.4 (183) | 16.5 (96) | 10.7 (62) | 19.2 (112) | 22.2 (129) |
| 11 to 15 years | 38.4 (261) | 21.2 (144) | 13.5 (92) | 13.4 (91) | 13.5 (92) | 33.3 (167) | 18.7 (94) | 12.4 (62) | 15.5 (78) | 20.1 (101) |
| 16 to 20 years | 43 (138) | 21.5 (69) | 11.5 (37) | 12.8 (41) | 11.2 (36) | 34.9 (96) | 17.5 (48) | 12.4 (34) | 17.5 (48) | 17.8 (49) |
| 21 years or more | 51.1 (459) | 17.1 (154) | 10.7 (96) | 11.9 (107) | 9.1 (82) | 43.4 (334) | 15.6 (120) | 12.2 (94) | 16.6 (128) | 12.1 (93) |
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| Direct care provider | 38.7 (1,383) | 19.2 (686) | 14.1 (506) | 14.2 (508) | 13.8 (495) | 34.3 (838) | 16.3 (399) | 13.4 (327) | 16.8 (410) | 19.2 (470) |
| Leader or educator | 47.4 (189) | 16.8 (67) | 10 (40) | 14.8 (59) | 11 (44) | 37.6 (150) | 16.3 (65) | 12 (48) | 16.8 (67) | 17.3 (69) |
| Workplace characteristics | ||||||||||
|
| ||||||||||
| Acute care | 38.1 (1,135) | 18.8 (561) | 14.7 (439) | 14.4 (428) | 14 (417) | 33.1 (602) | 16.1 (293) | 14.1 (256) | 16.7 (303) | 20 (363) |
| Community care | 43.8 (298) | 19.5 (133) | 11.2 (76) | 13.8 (94) | 11.7 (80) | 37.4 (255) | 16 (109) | 11.5 (78) | 17.8 (121) | 17.3 (118) |
| Long-term care | 44 (139) | 18.7 (59) | 9.8 (31) | 14.2 (45) | 13.3 (42) | 38 (131) | 18 (62) | 11.9 (41) | 15.4 (53) | 16.8 (58) |
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| Urban | 40.3 (999) | 19.5 (483) | 13.2 (328) | 13.3 (330) | 13.7 (339) | 34.3 (616) | 16.2 (291) | 12.9 (231) | 16.9 (304) | 19.6 (352) |
| Suburban | 39.3 (278) | 19.2 (136) | 12.9 (91) | 15.8 (112) | 12.7 (90) | 36.9 (205) | 16.2 (90) | 13.1 (73) | 16.4 (91) | 17.4 (97) |
| Rural | 37.3 (295) | 16.9 (134) | 16.1 (127) | 15.8 (125) | 13.9 (110) | 33.9 (167) | 16.8 (83) | 14.4 (71) | 16.6 (82) | 18.3 (90) |
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| Fraser | 39.8 (367) | 19.1 (176) | 14.8 (136) | 13.4 (124) | 12.9 (119) | 33.1 (223) | 17.4 (117) | 13.9 (94) | 16.8 (113) | 18.8 (127) |
| Interior | 38.3 (281) | 17.7 (130) | 12.5 (92) | 16.1 (118) | 15.4 (113) | 31.7 (154) | 15.6 (76) | 14.2 (69) | 16 (78) | 22.4 (109) |
| Northern | 37.3 (169) | 20.3 (92) | 12.8 (58) | 14.6 (66) | 15 (68) | 33.2 (68) | 15.6 (32) | 12.7 (26) | 18.5 (38) | 20 (41) |
| Providence | 46.2 (61) | 18.2 (24) | 13.6 (18) | 11.4 (15) | 10.6 (14) | 22.9 (24) | 18.1 (19) | 8.6 (9) | 26.7 (28) | 23.8 (25) |
| Provincial | 45.1 (176) | 21.3 (83) | 10.8 (42) | 11 (43) | 11.8 (46) | 44.4 (75) | 12.4 (21) | 16 (27) | 12.4 (21) | 14.8 (25) |
| Vancouver Coastal | 42.3 (265) | 20.8 (130) | 12.8 (80) | 13.1 (82) | 11 (69) | 41.9 (268) | 15.5 (99) | 12.8 (82) | 14.9 (95) | 14.9 (95) |
| Vancouver Island | 35.1 (253) | 16.4 (118) | 16.7 (120) | 16.5 (119) | 15.3 (110) | 31.2 (176) | 17.7 (100) | 12 (68) | 18.4 (104) | 20.7 (117) |
Note. For number of positive screenings, 0 = respondent did not screen positive across any of the four mental health problems; 1 = respondent screened positive for one mental health problem; 2 = screened positive for two problems; 3 = screened positive for three problems; 4 = screened positive for all four assessed problems. Time 1, pre-COVID-19; Time 2, during COVID-19.
Odds Ratios from Ordinal Logistic Regression Models Predicting Number of Positive Screenings on Mental Health Measures by Demographic and Workplace Characteristics, at Time 1 and Time 2.
| Characteristic | Odds ratio (95% CI) | |
|---|---|---|
| Time 1 | Time 2 | |
| Demographic characteristics | ||
|
| ||
| Under 25 | 2.54 (1.84, 3.49)*** | 2.52 (1.7, 3.73)*** |
| 25 to 34 | 2.05 (1.68, 2.51)*** | 1.99 (1.59, 2.49)*** |
| 35 to 44 | 1.66 (1.36, 2.03)*** | 1.85 (1.49, 2.3)*** |
| 45 to 54 | 1.32 (1.08, 1.61)** | 1.33 (1.07, 1.64)** |
| 55 and above | 1.00 | 1.00 |
|
| ||
| RN and/or RPN | 1.00 | 1.00 |
| LPN | 1.25 (1.02, 1.54)* | 1.05 (0.84, 1.32) |
|
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| Female | 1.05 (0.85, 1.3) | 1.08 (0.81, 1.44) |
| Male | 1.00 | 1.00 |
|
| ||
| Casual | 1.00 | 1.00 |
| Part-time | 1.11 (0.9, 1.37) | 1.28 (0.99, 1.65) |
| Full-time | 1.37 (1.13, 1.66)** | 1.62 (1.28, 2.05)*** |
|
| ||
| Diploma/certificate | 1.11 (0.92, 1.35) | 1.01 (0.81, 1.25) |
| Undergraduate degree | 1.08 (0.93, 1.25) | 1.07 (0.89, 1.28) |
| Graduate degree | 1.00 | 1.00 |
|
| ||
| Direct care provider | 1.15 (0.94, 1.4) | 1.08 (0.89, 1.32) |
| Leader or educator | 1.00 | 1.00 |
| Workplace characteristics | ||
|
| ||
| Acute care | 1.2 (0.94, 1.52) | 1.06 (0.84, 1.33) |
| Community care | 1.11 (0.85, 1.45) | 1.05 (0.82, 1.34) |
| Long-term care | 1.00 | 1.00 |
|
| ||
| Urban | 1.00 | 1.00 |
| Suburban | 0.99 (0.85, 1.16) | 0.89 (0.74, 1.07) |
| Rural | 1.03 (0.87, 1.22) | 0.95 (0.78, 1.16) |
|
| ||
| Fraser | 1.31 (1.05, 1.65)* | 1.48 (1.08, 2.02)* |
| Interior | 1.52 (1.2, 1.93)*** | 1.69 (1.21, 2.35)** |
| Northern | 1.34 (1.03, 1.75)* | 1.49 (1.02, 2.2)* |
| Providence | 1.01 (0.7, 1.45) | 2.18 (1.41, 3.39)*** |
| Provincial | 1.00 | 1.00 |
| Vancouver Coastal | 1.18 (0.93, 1.49) | 1.08 (0.79, 1.48) |
| Vancouver Island | 1.7 (1.35, 2.14)*** | 1.68 (1.22, 2.31)** |
Note. Characteristic groups with an odds ratio of 1.00 are the reference groups for that characteristic. The nurse characteristic experience was excluded from the regression model due to potential high collinearity with age.
*p < 0.05, **p < 0.01, ***p < 0.001 – Group is statistically significantly different from reference group. Time 1, pre-COVID-19; Time 2, during COVID-19.