From: The effect of prior healthcare employment on the wages of registered nurses
Target population | Total Populationb (Initial Bachelor and Associate degree) | Initial Bachelor degree | Initial Associate degree | |||
---|---|---|---|---|---|---|
Un-weighted sample size | Un-weighted N = 24,136 | Un-weighted N = 21,225 | Un-weighted N = 10,345 | Un-weighted N = 8,992 | Un-weighted N = 13,791 | Un-weighted N = 12,223 |
Weighted sample size | Weighted N = 2,242,238 | Weighted N = 1,949,625 | Weighted N = 945,429 | Weighted N = 812,458 | Weighted N = 1,296,809 | Weighted N = 1,137,166 |
Sample group | All sample (selection equation) | Working sample (wage equation) | All sample (selection equation) | Working sample (wage equation) | All sample (selection equation) | Working sample (wage equation) |
I. Continuous variables | Weighted Mean (SD) | |||||
RN hourly wagec [$] | n/a (n/a) | 31.14 (12.68) | n/a (n/a) | 32.90 (13.65) | n/a (n/a) | 29.88 (11.78) |
Log of RN hourly wage (Outcome variable) | n/a (n/a) | 3.37 (0.36) | n/a (n/a) | 3.43 (0.36) | n/a (n/a) | 3.33 (0.35) |
RN Experience (in years) | n/a (n/a) | 15.85 (10.68) | n/a (n/a) | 16.44 (11.19) | n/a (n/a) | 15.43 (10.29) |
Medical, surgical and other specialists per 1,000 population | 1.14 (0.87) | 1.16 (0.88) | 1.28 (0.91) | 1.30 (0.92) | 1.03 (0.83) | 1.05 (0.84) |
Primary care practitioners per 1,000 population | 0.32 (0.15) | 0.32 (0.15) | 0.32 (0.15) | 0.32 (0.15) | 0.32 (0.15) | 0.32 (0.15) |
Log of other income | 9.18 (3.56) | n/a (n/a) | 9.34 (3.53) | n/a (n/a) | 9.06 (3.57) | n/a (n/a) |
Uninsured rate | 14.45 (4.44) | n/a (n/a) | 14.41 (4.57) | n/a (n/a) | 14.49 (4.35) | n/a (n/a) |
Unemployment rate | 5.72 (1.53) | n/a (n/a) | 5.58 (1.42) | n/a (n/a) | 5.83 (1.59) | n/a (n/a) |
II. Categorical variables | Weighted Percent (%) | |||||
Prior healthcare position | ||||||
Manager | (1.8) | (1.7) | (1.3) | (1.1) | (2.2) | (2.2) |
LPN/LVNd | (15.8) | (16.0) | (5.0) | (5.0) | (23.6) | (23.8) |
Allied health | (11.9) | (12.2) | (10.0) | (10.1) | (13.4) | (13.7) |
Nursing aide | (34.8) | (35.0) | (43.0) | (43.3) | (28.9) | (29.1) |
Clerk | (3.2) | (3.3) | (2.7) | (2.8) | (3.6) | (3.6) |
Other | (4.7) | (4.6) | (5.0) | (4.9) | (4.5) | (4.4) |
No prior health care job | (27.8) | (27.2) | (33.2) | (32.9) | (23.8) | (23.2) |
Gender | ||||||
Male | (7.3) | (7.6) | (6.9) | (7.1) | (7.6) | (8.0) |
Female | (92.7) | (92.4) | (93.1) | (92.9) | (92.4) | (92.0) |
Marital Status | ||||||
Married | (74.3) | (73.9) | (75.3) | (74.5) | (73.6) | (73.5) |
Single | (25.7) | (26.1) | (24.7) | (25.5) | (26.4) | (26.5) |
Race | ||||||
White | (82.3) | (81.5) | (78.5) | (77.4) | (85.0) | (84.3) |
Other | (17.8) | (18.6) | (21.5) | (22.6) | (15.0) | (15.7) |
Work Status | ||||||
Part-time | n/a | (23.4) | n/a | (25.7) | n/a | (21.8) |
Full-time, no overtime | n/a | (41.2) | n/a | (40.3) | n/a | (41.7) |
Full-time, with overtime | n/a | (35.4) | n/a | (34.0) | n/a | (36.4) |
Work setting | ||||||
Hospital | n/a | (63.7) | n/a | (65.1) | n/a | (62.7) |
Nursing home | n/a | (5.3) | n/a | (3.4) | n/a | (6.6) |
Other setting | n/a | (31.1) | n/a | (31.6) | n/a | (30.7) |
Highest nursing education | ||||||
Diploma | n/a | n/a | n/a | n/a | n/a | n/a |
Associate degree | (45.6) | (46.1) | n/a | n/a | (78.9) | (79.1) |
Bachelor | (41.7) | (41.4) | (79.3) | (79.7) | (14.3) | (14.0) |
Master's | (12.7) | (12.5) | (20.7) | (20.3) | (6.9) | (6.9) |
Working or not (Selection variable) | ||||||
Working | (87.0) | n/a | (85.9) | n/a | (87.7) | n/a |
Not working | (13.1) | n/a | (14.1) | n/a | (12.3) | n/a |
Grouped age | ||||||
<30 | (11.0) | (12.0) | (15.1) | (16.6) | (7.9) | (8.7) |
30–39 | (23.3) | (24.4) | (25.9) | (26.6) | (21.4) | (22.7) |
40–49 | (28.5) | (29.4) | (27.1) | (27.7) | (29.4) | (30.5) |
50–59 | (27.9) | (27.6) | (24.3) | (23.7) | (30.5) | (30.5) |
> = 60 | (9.4) | (6.7) | (7.5) | (5.4) | (10.8) | (7.6) |
Student enrollment | ||||||
Full-time student | (3.3) | (3.3) | (3.3) | (3.2) | (3.2) | (3.4) |
Part-time student | (5.5) | (5.9) | (4.4) | (4.8) | (6.3) | (6.7) |
Not a student | (91.3) | (90.8) | (92.3) | (92.0) | (90.5) | (90.0) |
Children at home | ||||||
Children under 6 years | (10.7) | (11.0) | (13.5) | (13.8) | (8.6) | (9.0) |
All children 6–18 years | (28.9) | (29.7) | (28.7) | (29.2) | (29.1) | (30.1) |
Both under and over 6 years | (7.6) | (7.7) | (8.4) | (8.4) | (7.0) | (7.3) |
No children at home | (52.8) | (51.6) | (49.3) | (48.7) | (55.3) | (53.7) |
Urban/Rural | ||||||
Urban | (81.2) | (80.8) | (87.5) | (87.3) | (76.5) | (76.1) |
Rural | (18.8) | (19.2) | (12.5) | (12.7) | (23.5) | (23.9) |
III. Count of Prior Healthcare Positiond | Weighted Count (Unweighted Count) | |||||
Manager | 40,583 (461) | 33,694 (395) | 12,056 (136) | 8,809 (105) | 28,527 (325) | 24,885 (290) |
LPN/LVNe | 353,334 (4,033) | 311,253 (3,605) | 46,782 (564) | 40,783 (498) | 306,553 (3,469) | 270,470 (3,107) |
Allied health | 267,431 (2,849) | 237,609 (2,548) | 94,316 (1,028) | 81,849 (906) | 173,114 (1,821) | 155,760 (1,642) |
Nursing aide | 780,764 (8,470) | 682,037 (7,506) | 406,120 (4,563) | 351,355 (4,010) | 374,643 (3,907) | 330,682 (3496) |
Clerk | 72,290 (753) | 64,315 (661) | 25,453 (277) | 22,881 (247) | 46,836 (476) | 41,434 (414) |
Other | 105,368 (1,163) | 90,257 (1,004) | 46,869 (539) | 39,890 (462) | 58,499 (624) | 50,367 (542) |
No prior health care job | 622,469 (6,407) | 530,461 (5,506) | 313,832 (3,238) | 266,892 (2,764) | 308,637 (3,169) | 263,568 (2,742) |