| Literature DB >> 36137183 |
Jad A Elharake1,2, Mehr Shafiq3,4, Ayse Cobanoglu5, Amyn A Malik1,3, Madeline Klotz6, John Eric Humphries7, Thomas Murray8, Kavin M Patel1, David Wilkinson9, Inci Yildirim3,8,10, Rachel Diaz9, Rosalia Rojas5, Anael Kuperwajs Cohen5, Aiden Lee7, Saad B Omer1,3,10,11, Walter S Gilliam5.
Abstract
INTRODUCTION: Given their central role in supporting children's development, childcare professionals' overall physical and mental health is important. We evaluated the prevalence of chronic diseases, depression, and stress levels during the COVID-19 pandemic among US childcare professionals.Entities:
Mesh:
Year: 2022 PMID: 36137183 PMCID: PMC9541678 DOI: 10.5888/pcd19.220132
Source DB: PubMed Journal: Prev Chronic Dis ISSN: 1545-1151 Impact factor: 4.354
Prevalence of Physical Health Conditions Among US Childcare Professionals, by Sociodemographic Characteristics, 2020a
| Characteristic | Total | Physical health condition | |||
|---|---|---|---|---|---|
| Asthma | Heart disease | Diabetes | Obesity | ||
|
| 81,682 | 11,717 (14.3) | 3,971 (4.9) | 5,317 (6.5) | 16,207 (19.8) |
|
| 42.1 (14.1) | 40.9 (14.1) | 50.3 (13.8) | 51.3 (12.8) | 44.0 (13.3) |
|
| |||||
| American Indian/Alaska Native | 1,582 (1.9) | 298 (18.8) | 91 (5.8) | 178 (11.2) | 330 (20.9) |
| Asian | 2,949 (3.6) | 325 (11.0) | 121 (4.1) | 195 (6.6) | 195 (6.6) |
| Black/African American | 11,837 (14.5) | 1,787 (15.1) | 674 (5.7) | 1,209 (10.2) | 2,587 (21.9) |
| Multiracial | 2,944 (3.6) | 638 (21.7) | 179 (6.1) | 130 (4.4) | 703 (23.9) |
| Native Hawaiian/Pacific Islander | 491 (0.6) | 67 (13.6) | 21 (4.3) | 53 (10.9) | 77 (15.7) |
| Prefer to not answer | 9,731 (11.9) | 1,189 (12.2) | 364 (3.7) | 606 (6.2) | 1,410 (14.5) |
| White | 52,164 (63.8) | 7,413 (14.2) | 2,520 (4.8) | 2,946 (5.6) | 10,905 (20.9) |
|
| |||||
| No | 61,806 (75.7) | 9,099 (14.7) | 3,207 (5.2) | 4,043 (6.5) | 13,121 (21.2) |
| Yes | 17,753 (21.7) | 2,362 (13.3) | 676 (3.8) | 1,112 (6.3) | 2,723 (15.3) |
| Prefer to not answer | 2,139 (2.6) | 255 (11.9) | 88 (4.1) | 163 (7.6) | 363 (17.0) |
|
| |||||
| Female | 78,725 (96.4) | 11,358 (14.4) | 3,789 (4.8) | 5,106 (6.5) | 15,780 (20.0) |
| Male | 2,033 (2.5) | 231 (11.4) | 139 (6.8) | 149 (7.3) | 267 (13.1) |
| Nonbinary | 225 (0.3) | 51 (22.8) | 14 (6.3) | 11 (4.8) | 51 (22.7) |
| Prefer to not answer | 715 (0.9) | 76 (10.6) | 29 (4.1) | 52 (7.3) | 109 (15.2) |
|
| |||||
| No | 8,808 (10.8) | 1,012 (11.5) | 327 (3.7) | 424 (4.8) | 1,551 (17.6) |
| Yes | 72,890 (89.2) | 10,705 (14.7) | 3,644 (5.0) | 4,893 (6.7) | 14,656 (20.1) |
|
| |||||
| Center-based | |||||
| For-profit center | 19,976 (24.5) | 2,861 (14.3) | 1,050 (5.3) | 1,222 (6.1) | 4,133 (20.7) |
| School-based | 10,604 (13.0) | 1,529 (14.4) | 450 (4.2) | 465 (4.4) | 1,729 (16.3) |
| Head Start/Early Head Start | 8,506 (10.4) | 1,309 (15.4) | 370 (4.4) | 637 (7.5) | 1,992 (23.4) |
| Drop-in center | 1,596 (2.0) | 220 (13.8) | 49 (3.1) | 69 (4.3) | 210 (13.1) |
| Nonprofit agency center | 15,875 (19.4) | 2,336 (14.7) | 802 (5.1) | 1,076 (6.8) | 3,588 (22.6) |
| Other center-based | 5,949 (7.3) | 945 (15.9) | 267 (4.5) | 352 (5.9) | 1,073 (18.0) |
| Home-based/family childcare | 18,078 (22.1) | 2,348 (13.0) | 946 (5.2) | 1,435 (7.9) | 3,309 (18.3) |
| Nanny/home visiting | 1,115 (1.4) | 169 (15.2) | 37 (3.3) | 61 (5.4) | 174 (15.6) |
Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020. All values are number (percentage) unless otherwise indicated.
Because of sample weighting, frequencies may not add exactly to totals.
Logistic Regression of Physical Health Conditions and Sociodemographic Characteristics Among US Childcare Professionals, 2020a
| Characteristic | Asthma | Heart disease | Diabetes | Obesity |
|---|---|---|---|---|
|
| 0.99 (0.99–0.99) | 1.04 (1.04–1.05) | 1.05 (1.05–1.06) | 1.01 (1.01–1.01) |
|
| ||||
| American Indian/Alaska Native | 1.44 (1.23–1.69) | 1.42 (1.11–1.82) | 2.34 (1.96–2.80) | 1.11 (0.95–1.29) |
| Asian | 0.74 (0.64–0.84) | 0.89 (0.72–1.11) | 1.34 (1.11–1.62) | 0.27 (0.22–0.31) |
| Black/African American | 1.09 (1.02–1.16) | 1.14 (1.03–1.26) | 1.86 (1.71–2.03) | 1.01 (0.96–1.07) |
| Multiracial | 1.62 (1.47–1.79) | 1.74 (1.46–2.08) | 1.07 (0.87–1.31) | 1.30 (1.18–1.43) |
| Native Hawaiian/Pacific Islander | 1.00 (0.73–1.37) | 0.88 (0.53–1.45) | 1.88 (1.34–2.64) | 0.76 (0.58–0.99) |
| Prefer not to answer | 0.91 (0.83–0.99) | 0.95 (0.81–1.11) | 1.09 (0.96–1.23) | 0.78 (0.72–0.85) |
| White | 1 [Reference] | 1 [Reference] | 1 [Reference] | 1 [Reference] |
|
| ||||
| No | 1 [Reference] | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| Yes | 0.90 (0.85–0.96) | 0.95 (0.85–1.06) | 1.34 (1.22–1.47) | 0.75 (0.71–0.80) |
| Prefer to not answer | 0.90 (0.76–1.07) | 0.82 (0.61–1.12) | 1.23 (0.98–1.54) | 0.93 (0.80–1.08) |
|
| ||||
| Female | 1 [Reference] | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| Male | 0.74 (0.63–0.88) | 1.49 (1.22–1.80) | 1.18 (0.96–1.44) | 0.62 (0.53–0.73) |
| Nonbinary | 1.58 (1.11–2.25) | 1.97 (1.01–3.84) | 1.06 (0.45–2.48) | 1.32 (0.90–1.93) |
| Prefer to not answer | 0.80 (0.55–1.17) | 0.93 (0.53–1.65) | 0.99 (0.66–1.50) | 0.82 (0.63–1.07) |
|
| ||||
| Yes | 1 [Reference] | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| No | 0.74 (0.68–0.80) | 0.89 (0.77–1.02) | 0.81 (0.72–0.92) | 0.94 (0.88–1.00) |
|
| ||||
| For-profit center | 1 [Reference] | 1 [Reference] | 1 [Reference] | 1 [Reference] |
| Home-based/family childcare | 0.94 (0.88–1.01) | 0.83 (0.74–0.92) | 0.99 (0.89–1.10) | 0.85 (0.80–0.91) |
| Nanny/home visiting | 1.02 (0.84–1.25) | 0.89 (0.58–1.36) | 1.27 (0.91–1.77) | 0.82 (0.67–1.00) |
| Nonprofit agency center | 1.05 (0.98–1.12) | 0.87 (0.78–0.97) | 1.01 (0.91–1.11) | 1.10 (1.03–1.17) |
| School-based | 0.99 (0.91–1.08) | 0.90 (0.78–1.04) | 0.78 (0.69–0.88) | 0.81 (0.75–0.87) |
| Head Start/Early Head Start | 1.08 (0.99–1.17) | 0.89 (0.77–1.02) | 1.21 (1.08–1.35) | 1.28 (1.19–1.37) |
| Drop-in center | 0.92 (0.78–1.09) | 0.86 (0.59–1.24) | 0.95 (0.69–1.30) | 0.69 (0.57–0.84) |
| Other center-based | 1.14 (1.03–1.26) | 0.91 (0.77–1.06) | 1.00 (0.87–1.16) | 0.89 (0.81–0.98) |
Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020. All values are odds ratio (95% CI).
P < .05; determined by logistic regression.
Supplemental Table 1. Prevalence of 6 Physical Health Outcomes, by Sociodemographic Characteristics, Among US Childcare Professionals, 2020a
| Characteristic | Total | Chronic lung disease/chronic obstructive pulmonary disease | Smoking | Chronic/severe kidney disease | Liver disease | Immunosuppressive treatments of cancer/inflammatory disease | Immune-compromising conditions |
|---|---|---|---|---|---|---|---|
|
| 81,682 | 814 (1.0) | 3,619 (4.4) | 562 (0.7) | 545 (0.7) | 3,851 (4.7) | 1,884 (2.3) |
|
| 42.1 (14.1) | 54.0 (13.0) | 39.7 (13.4) | 48.6 (14.9) | 46.1 (13.4) | 47.4 (13.1) | 40.5 (14.0) |
|
| |||||||
| American Indian/Alaska Native | 1,582 (1.9) | 33 (2.1) | 110 (7.0) | 26 (1.6) | 31 (2.0) | 74 (4.7) | 41 (2.6) |
| Asian | 2,949 (3.6) | 12 (0.4) | 43 (1.4) | 10 (0.3) | 12 (0.4) | 67 (2.3) | 17 (0.6) |
| Black/African American | 11,837 (14.5) | 108 (0.9) | 484 (4.1) | 82 (0.7) | 55 (0.5) | 559 (4.7) | 192 (1.6) |
| Multiracial | 2,944 (3.6) | 18 (0.6) | 186 (6.3) | 13 (0.4) | 22 (0.8) | 138 (4.7) | 108 (3.7) |
| Native Hawaiian/Pacific Islander | 491 (0.6) | 12 (2.4) | 26 (5.3) | 2 (0.3) | 3 (0.5) | 24 (4.9) | 17 (3.4) |
| Prefer to not answer | 9,731 (11.9) | 57 (0.6) | 260 (2.7) | 56 (0.6) | 75 (0.8) | 371 (3.8) | 141 (1.5) |
| White | 52,164 (63.8) | 575 (1.1) | 2,510 (4.8) | 375 (0.7) | 348 (0.7) | 2,617 (5.0) | 1,369 (2.6) |
|
| |||||||
| No | 61,806 (75.7) | 714 (1.2) | 3,081 (5.0) | 450 (0.7) | 381 (0.6) | 3,151 (5.1) | 1,573 (2.5) |
| Yes | 17,753 (21.7) | 69 (0.4) | 466 (2.6) | 104 (0.6) | 144 (0.8) | 613 (3.5) | 271 (1.5) |
| Prefer to not answer | 2,139 (2.6) | 30 (1.4) | 72 (3.4) | 8 (0.4) | 21 (1.0) | 87 (4.0) | 40 (1.9) |
|
| |||||||
| Female | 78,725 (96.4) | 786 (1.0) | 3,422 (4.3) | 534 (0.7) | 498 (0.6) | 3,759 (4.8) | 1,811 (2.3) |
| Male | 2,033 (2.5) | 12 (0.6) | 135 (6.6) | 19 (0.9) | 29 (1.4) | 41 (2.0) | 38 (1.9) |
| Nonbinary | 225 (0.3) | 5 (2.1) | 38 (16.7) | 8 (3.4) | 0 (0) | 22 (9.7) | 27 (12.0) |
| Prefer to not answer | 715 (0.9) | 12 (1.7) | 25 (3.4) | 2 (0.2) | 3 (0.5) | 29 (4.0) | 9 (1.3) |
|
| |||||||
| No | 8,808 (10.8) | 64 (0.7) | 569 (6.5) | 42 (0.5) | 49 (0.6) | 253 (2.9) | 136 (1.5) |
| Yes | 72,890 (89.2) | 750 (1.0) | 3,050 (4.2) | 520 (0.7) | 496 (0.7) | 3,598 (4.9) | 1,749 (2.4) |
|
| |||||||
| For-profit center | 19,976 (24.5) | 203 (1.0) | 1,112 (5.6) | 146 (0.7) | 119 (0.6) | 946 (4.7) | 521 (2.6) |
| Home-based/family childcare | 18,078 (22.1) | 214 (1.2) | 500 (2.8) | 127 (0.7) | 120 (0.7) | 922 (5.1) | 339 (1.9) |
| Nanny/home visiting | 1,115 (1.4) | 23 (2.1) | 49 (4.4) | 9 (0.8) | 5 (0.5) | 56 (5.0) | 48 (4.3) |
| Nonprofit agency center | 15,875 (19.4) | 165 (1.0) | 665 (4.2) | 98 (0.6) | 110 (0.7) | 806 (5.1) | 395 (2.5) |
| School-based | 10,604 (13.0) | 78 (0.7) | 359 (3.4) | 65 (0.6) | 82 (0.8) | 457 (4.3) | 247 (2.3) |
| Head Start/Early Head Start | 8,506 (10.4) | 82 (1.0) | 532 (6.3) | 71 (0.8) | 60 (0.7) | 382 (4.5) | 189 (2.2) |
| Drop-in center | 1,596 (2.0) | 8 (0.5) | 134 (8.4) | 3 (0.2) | 10 (0.6) | 44 (2.7) | 20 (1.2) |
| Other center-based | 5,949 (7.3) | 40 (0.7) | 268 (4.5) | 44 (0.7) | 39 (0.7) | 239 (4.0) | 124 (2.1) |
a Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020. All values are number (percentage) unless otherwise indicated.
Supplemental Table 2. Number of Chronic Diseases or Health Conditions, by Sociodemographic Characteristics, Among US Childcare Professionals, 2020a
| Characteristic | No. of chronic diseases or health conditions | |||
|---|---|---|---|---|
| 0 | 1 | 2 | ≥3 | |
|
| 49,099 (60.1) | 21,398 (26.2) | 7,962 (9.7) | 3,239 (4.0) |
|
| 41.1 (13.9) | 42.7 (14.1) | 44.5 (13.8) | 48.1 (13.7) |
|
| ||||
| American Indian/Alaska Native | 863 (54.6) | 421 (26.6) | 181 (11.4) | 117 (7.4) |
| Asian | 2,221 (75.3) | 538 (18.3) | 138 (4.7) | 51 (1.7) |
| Black/African American | 6,718 (56.8) | 3271 (27.6) | 1,319 (11.1) | 530 (4.5) |
| Multiracial | 1,561 (53.0) | 832 (28.3) | 406 (13.8) | 146 (4.9) |
| Native Hawaiian/Pacific Islander | 305 (62.1) | 113 (23.1) | 48 (9.7) | 25 (5.1) |
| Prefer to not answer | 6,557 (67.4) | 2,214 (22.8) | 697 (7.2) | 263 (2.7) |
| White | 30,874 (59.2) | 14,009 (26.9) | 5,174 (9.9) | 2,107 (4.0) |
|
| ||||
| No | 35,969 (58.2) | 16,739 (27.1) | 6,410 (10.4) | 2,588 (4.3) |
| Yes | 11,738 (66.1) | 4,154 (23.4) | 1,392 (7.8) | 468 (2.6) |
| Prefer to not answer | 1,392 (65.1) | 505 (23.6) | 160 (7.5) | 82 (3.8) |
|
| ||||
| Female | 47,227 (60.0) | 20,662 (26.2) | 7,709 (9.8) | 3,127 (4.0) |
| Male | 1,300 (64.0) | 498 (24.5) | 169 (8.3) | 65 (3.2) |
| Nonbinary | 88 (39.2) | 80 (35.6) | 33 (14.9) | 23 (10.3) |
| Prefer to not answer | 484 (67.7) | 157 (21.9) | 51 (7.1) | 23 (3.3) |
|
| ||||
| No | 5,654 (64.2) | 2,212 (25.1) | 711 (8.1) | 231 (2.6) |
| Yes | 43,445 (59.6) | 19,186 (26.3) | 7,251 (9.9) | 3,008 (4.1) |
|
| ||||
| For-profit center | 11,757 (58.9) | 5,359 (26.8) | 2,008 (10.1) | 852 (4.3) |
| Home-based/family childcare | 11,247 (62.2) | 4,438 (24.5) | 1,687 (9.3) | 706 (3.9) |
| Nanny/home visiting | 717 (64.3) | 246 (22.1) | 103 (9.3) | 48 (4.3) |
| Nonprofit agency center | 9,171 (57.8) | 4,369 (27.5) | 1,635 (10.3) | 699 (4.4) |
| School-based | 6,755 (63.7) | 2,692 (25.4) | 844 (8.0) | 313 (3.0) |
| Head Start/Early Head Start | 4,783 (56.2) | 2,369 (27.0) | 972 (11.4) | 381 (4.5) |
| Drop-in center | 1,053 (66.0) | 374 (26.2) | 126 (7.9) | 43 (2.7) |
| Other center-based | 3,617 (60.8) | 1,549 (26.0) | 586 (9.8) | 197 (3.3) |
a Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020. All values are number (percentage) unless otherwise indicated.
Prevalence of Mental Health Outcomes, by Sociodemographic Characteristics, Among US Childcare Professionals, 2020a
| Characteristic | Depression (CES-D-10) | Stress (PSS-10) | |||||
|---|---|---|---|---|---|---|---|
| Mean (SD) score | Screened negative, no. (%) | Screened positive, no. (%) | Mean (SD) score | Low stress, no. (%) | Moderate stress, no. (%) | High stress, no. (%) | |
|
| 10.2 (6.0) | 44,322 (54.3) | 37,376 (45.7) | 17.5 (7.4) | 27,317 (33.4) | 34,752 (42.5) | 19,629 (24.0) |
|
| |||||||
| American Indian/Alaska Native | 10.5 (5.9) | 776 (49.1) | 805 (50.9) | 17.9 (7.2) | 518 (32.7) | 679 (42.9) | 385 (24.3) |
| Asian | 9.9 (5.8) | 1,659 (56.3) | 1,290 (43.7) | 18.2 (6.9) | 773 (26.2) | 1,402 (47.5) | 774 (26.2) |
| Black/African American | 9.8 (5.8) | 6,990 (59.1) | 4,847 (40.9) | 16.5 (7.6) | 4,669 (39.4) | 4,265 (36.0) | 2,904 (24.5) |
| Multiracial | 11.3 (5.9) | 1,330 (45.2) | 1,614 (54.8) | 18.4 (7.1) | 816 (27.7) | 1,357 (46.1) | 771 (26.2) |
| Native Hawaiian/Pacific Islander | 8.9 (5.2) | 308 (62.7) | 183 (37.3) | 16.5 (7.5) | 223 (45.3) | 164 (33.4) | 104 (21.3) |
| Prefer to not answer | 10.4 (5.7) | 5,183 (53.3) | 4,548 (46.7) | 17.6 (7.3) | 3,156 (32.4) | 4,029 (41.4) | 2,547 (26.2) |
| White | 10.2 (6.0) | 28,075 (53.8) | 24,089 (46.2) | 17.6 (7.3) | 17,163 (32.9) | 22,856 (43.8) | 12,145 (23.3) |
|
| |||||||
| No | 10.2 (6.0) | 33,644 (54.4) | 28,162 (45.6) | 17.5 (7.4) | 20,647 (33.4) | 26,538 (42.9) | 14,621 (23.7) |
| Yes | 10.3 (5.8) | 9,494 (53.5) | 8,259 (46.5) | 17.5 (7.3) | 5,932 (33.4) | 7,390 (41.6) | 4,431 (25.0) |
| Prefer to not answer | 10.5 (5.7) | 1,184 (55.3) | 955 (44.7) | 17.4 (7.3) | 739 (34.5) | 823 (38.5) | 577 (27.0) |
|
| |||||||
| Female | 10.2 (6.0) | 42,714 (54.3) | 36,011 (45.7) | 17.5 (7.4) | 26,346 (33.5) | 33,459 (42.5) | 18,921 (24.0) |
| Male | 10.1 (6.0) | 1,169 (57.5) | 864 (42.5) | 17.0 (7.5) | 667 (32.8) | 883 (43.5) | 482 (23.7) |
| Nonbinary | 13.7 (6.3) | 75 (33.5) | 150 (66.5) | 19.7 (7.3) | 65 (29.0) | 91 (40.5) | 69 (30.5) |
| Prefer to not answer | 10.2 (5.3) | 364 (51.0) | 351 (49.0) | 17.1 (6.6) | 239 (33.4) | 319 (44.6) | 158 (22.0) |
|
| |||||||
| No | 10.6 (6.0) | 4,516 (51.3) | 4,292 (48.7) | 18.0 (7.5) | 2,908 (33.0) | 3,593 (40.8) | 2,306 (26.2) |
| Yes | 10.2 (5.9) | 39,807 (54.6) | 33,083 (45.4) | 17.4 (7.4) | 24,409 (33.5) | 31,159 (42.7) | 17,322 (23.8) |
|
| |||||||
| For-profit center | 10.6 (6.0) | 10,707 (53.6) | 9,269 (46.4) | 18.3 (7.4) | 6,193 (31.0) | 8,400 (42.0) | 5,383 (27.0) |
| Home-based/family childcare | 8.6 (5.9) | 11,552 (63.9) | 6,526 (36.1) | 15.4 (7.6) | 7,748 (42.9) | 7,100 (39.3) | 3,230 (17.8) |
| Nanny/home visiting | 11.0 (6.0) | 533 (47.7) | 581 (52.3) | 18.7 (7.3) | 291 (26.2) | 470 (42.1) | 353 (31.7) |
| Nonprofit agency center | 10.7 (5.9) | 8,163 (51.5) | 7,712 (48.5) | 18.0 (7.2) | 4,959 (31.2) | 7,245 (45.6) | 3671 (23.1) |
| School-based | 10.9 (5.9) | 5,135 (48.4) | 5,469 (51.6) | 18.2 (7.1) | 3,146 (29.6) | 4,564 (43.1) | 2,894 (27.3) |
| Head Start/Early Head Start | 10.6 (5.7) | 4,308 (50.6) | 4,198 (49.4) | 17.6 (7.0) | 2,644 (31.1) | 3,980 (46.8) | 1,881 (22.2) |
| Drop-in center | 11.9 (5.8) | 795 (49.6) | 801 (50.4) | 18.9 (6.9) | 522 (32.9) | 620 (38.7) | 454 (28.4) |
| Other center-based | 10.5 (5.7) | 3,129 (52.5) | 2,820 (47.5) | 17.8 (6.9) | 1,816 (30.5) | 2,371 (39.9) | 1,762 (29.6) |
Abbreviations: CES-D-10, Epidemiological Studies–Depression-10; PSS-10, Perceived Stress Scale-10.
Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020.
CES-D-10 items assess depression-related symptoms experienced in the previous week (0 = rarely or none of the time; 1 = some or little of the time; 2 = occasionally or a moderate amount of the time; 3 = all of the time), such as restless sleep, poor appetite, and feelings of loneliness (26). Possible scores range from 0 to 30. Scores ≥10 were considered positive for depression.
PSS-10 questions ask about feelings and thoughts during the previous month and are rated on a 5-point Likert Scale (0 = never; 1 = almost never; 2 = sometimes; 3 = fairly often; 4 = very often) (27). Possible scores range from 0 to 40; scores of 0 to 13 are considered low stress, 14 to 26 moderate stress, and 27 to 40 high stress.
Linear Regression of CES-D-10, PSS-10, and Sociodemographic Characteristics Among US Childcare Professionals, 2020a
| Characteristic | Depressive Symptoms (CES-D-10) | Stress (PSS-10) | ||
|---|---|---|---|---|
| β (95% CI) | SE | β (95% CI) | SE | |
|
| −0.11 (−0.16 to −0.05) | 0.03 | −0.07 (−0.11 to −0.03) | 0.02 |
|
| ||||
| American Indian/Alaska Native | 0.28 (−1.60 to 2.15) | 0.90 | 0.14 (−1.53 to 1.82) | 0.81 |
| Asian | 0.53 (−2.52 to 3.57) | 1.45 | −0.39 (−2.34 to 1.55) | 0.93 |
| Black/African American | −0.83 (−2.17 to 0.51) | 0.64 | −0.26 (−1.18 to 0.66) | 0.44 |
| Multiracial | 0.11 (−1.91 to 2.13) | 0.97 | 0.58 (−1.29 to 2.46) | 0.90 |
| Native Hawaiian/Pacific Islander | −0.60 (−5.21 to 4.01) | 2.21 | −1.09 (−4.59 to 2.41) | 1.68 |
| Prefer to not answer | 0.16 (−1.83 to 2.16) | 0.95 | 0.28 (−1.07 to 1.63) | 0.65 |
| White | 1 [Reference] | 1 [Reference] | ||
|
| ||||
| No | 1 [Reference] | 1 [Reference] | ||
| Yes | −0.46 (−1.67 to 0.75) | 0.58 | −0.33 (−1.50 to 0.84) | 0.56 |
| Prefer to not answer | −0.16 (−2.46 to 2.13) | 1.10 | 0.08 (−2.62 to 2.79) | 1.29 |
|
| ||||
| Female | 1 [Reference] | 1 [Reference] | ||
| Male | −0.95 (−3.52 to 1.61) | 1.23 | −0.45 (−2.29 to 1.38) | 0.88 |
| Nonbinary | 0.97 (−5.53 to 7.47) | 3.11 | 2.61 (0.26 to 4.95) | 1.14 |
| Prefer to not answer | −0.42 (−6.37 to 5.53) | 2.84 | −0.27 (−5.00 to 4.47) | 2.26 |
|
| ||||
| Yes | 1 [Reference] | 1 [Reference] | ||
| No | 0.26 (−1.49 to 2.01) | 0.83 | 0.27 (−1.09 to 1.63) | 0.65 |
|
| ||||
| For-profit center | 1 [Reference] | 1 [Reference] | ||
| Home-based/family childcare | −2.30 (−3.89 to −0.72) | 0.76 | −1.54 (−2.45 to −0.63) | 0.43 |
| Nanny/home visiting | −0.49 (−3.70 to 2.73) | 1.54 | −0.20 (−3.03 to 2.63) | 1.35 |
| Nonprofit agency center | −0.02 (−1.18 to 1.13) | 0.55 | 0.30 (−0.47 to 1.07) | 0.37 |
| School-based | −0.40 (−2.10 to 1.30) | 0.81 | 0.11 (−0.87 to 1.09) | 0.47 |
| Head Start/Early Head Start | −0.73 (−2.77 to 1.30) | 0.97 | −0.07 (−1.24 to 1.10) | 0.56 |
| Drop-in center | −0.27 (−4.06 to 3.52) | 1.81 | 0.73 (−2.15 to 3.61) | 1.38 |
| Other center-based | −0.68 (−2.58 to 1.22) | 0.91 | −0.13 (−1.59 to 1.33) | 0.70 |
Abbreviations: Abbreviations: CES-D-10, Epidemiological Studies–Depression-10; PSS-10, Perceived Stress Scale-10.
Data were collected from self-identifying childcare professionals through an online Qualtrics survey distributed from May 22, 2020, through June 8, 2020.
P < .05; determined by linear regression.