Background
Methods
Hypotheses
Study design and setting
Intervention
Data collection procedures
Participants
Measurements
Descriptive data
Medical ward: Nurses care for patients who are treated with medication rather than surgical interventions. This includes internal medicine, psychiatry, and gastroenterology. Surgical ward: Nurses care for patients who are waiting for operative treatment or have already undergone an operation. Acute ward: Nurses care for patients requiring acute attention for severe injuries or critical episodes of illness. This includes the intensive care unit, coronary care unit, and emergency room. Mixed ward: Nurses care for patients with a combination of medical and/or surgical issues. Examples include gynecology and gastroenterological surgery. Other ward: Nurses work in roles that do not fit the above categories, such as in day care, dialysis, or as float nurses who work across various wards. |
Nursing work environment
Turnover intention
Data preparation
Data analysis
Descriptive analysis
Multilevel analysis
Results
Descriptive data
T0 (N = 4259) | T1 (N = 1152) | P value | |
---|---|---|---|
Gender, n (%) | 0.881 | ||
Female | 3763 (88.4) | 1016 (88.2) | |
Male | 496 (11.6) | 136 (11.8) | |
Age, mean (SD) | 40.62 (12.61) | 39.60 (12.77) | 0.016 |
Education level, n (%) | < 0.001 | ||
Vocational degree | 595 (14.0) | 134 (11.6) | |
Vocational + specialized training | 531 (12.5) | 112 (9.7) | |
Diploma | 383 (9.0) | 88 (7.6) | |
Diploma + specialized training | 914 (21.5) | 201 (17.4) | |
Bachelor’s degree | 851 (20.0) | 295 (25.6) | |
Bachelor’s + specialized training | 897 (21.1) | 296 (25.7) | |
Master’s degree | 88 (2.1) | 26 (2.3) | |
Employment, n (%) | 0.389 | ||
Full-time | 1678 (39.4) | 470 (40.8) | |
Part-time | 2581 (60.6) | 682 (59.2) | |
Work experience in patient care (years), mean (SD) | 18.13 (12.80) | 17.02 (12.86) | 0.010 |
Work experience current hospital (years), mean (SD) | 14.02 (11.38) | 13.21 (11.20) | 0.033 |
Hospital type, n (%) | < 0.001 | ||
Academic | 1471 (34.5) | 755 (65.5) | |
Teaching | 2349 (55.2) | 340 (29.5) | |
General | 439 (10.3) | 57 (4.9) | |
Ward, n (%) | < 0.001 | ||
Medical | 1367 (32.1) | 368 (31.9) | |
Surgical | 954 (22.4) | 368 (31.9) | |
Acute | 697 (16.4) | 252 (21.9) | |
Mixed | 724 (17.0) | 85 (7.4) | |
Other | 499 (11.7) | 78 (6.8) | |
PES-NWI total, mean (SD) | 2.87 (0.38) | 2.91 (0.36) | 0.002 |
Staffing and resource adequacy | 2.56 (0.60) | 2.65 (0.57) | < 0.001 |
Collegial nurse–physician relationships | 3.07 (0.48) | 3.13 (0.47) | < 0.001 |
Nurse manager ability, leadership, and support of nurses | 2.94 (0.61) | 2.92 (0.62) | 0.370 |
Nursing foundation of quality of care | 2.97 (0.41) | 2.97 (0.41) | 0.807 |
Nurse participation in hospital affairs | 2.69 (0.54) | 2.76 (0.53) | < 0.001 |
Turnover intention, n (%) | 1022 (24.0) | 278 (24.1) | 0.924 |
Effect of differentiated practice on the nursing work environment
Estimate (β) | SE | 95% CI | P value
| |
---|---|---|---|---|
Intercept | 2.821 | 0.086 | 2.645 to 2.997* | |
Intervention | 0.054 | 0.014 | 0.027 to 0.081* | |
Gender | 0.465 | |||
Male | − 0.012 | 0.016 | − 0.042 to 0.019 | |
Female | 0 | 0 | ||
Education level | 0.001 | |||
Vocational degree | 0.044 | 0.036 | − 0.027 to 0.115 | |
Vocational + specialized training | 0.028 | 0.036 | − 0.043 to 0.099 | |
Diploma | − 0.042 | 0.039 | − 0.116 to 0.032 | |
Diploma + specialized training | 0.015 | 0.036 | − 0.055 to 0.085 | |
Bachelor’s degree | 0.052 | 0.035 | − 0.016 to 0.121 | |
Bachelor’s degree + specialized training | 0.022 | 0.035 | − 0.046 to 0.090 | |
Master’s degree | 0 | 0 | ||
Employment | 0.956 | |||
Part-time | − 0.001 | 0.011 | − 0.022 to 0.020 | |
Full-time | 0 | 0 | ||
Work experience current hospital (years) | − 0.001 | 0.001 | − 0.002 to 0.000* | |
Ward | < 0.001 | |||
Medical | − 0.056 | 0.017 | − 0.090 to − 0.022* | |
Surgical | − 0.086 | 0.018 | − 0.122 to − 0.050* | |
Acute | − 0.049 | 0.019 | − 0.087 to − 0.011* | |
Mixed | − 0.075 | 0.020 | − 0.114 to − 0.036* | |
Other | 0 | 0 | 0 | |
Hospital type | 0.505 | |||
Academic | 0.040 | 0.098 | − 0.167 to 0.248 | |
Teaching | 0.102 | 0.092 | − 0.092 to 0.296 | |
General | 0 | 0 | ||
Information criteria | ||||
−2 log likelihood | 4170.118 |
PES-NWI subscales
Subscale 1: Staffing and resource adequacy | Subscale 2: Collegial nurse–physician relationships | Subscale 3; Nurse manager ability, leadership, and support of nurses | Subscale 4: Nursing foundation of quality of care | Subscale 5: Nurse participation in hospital affairs | |
---|---|---|---|---|---|
β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | β (95% CI) | |
Intercept | 2.652 (2.434 to 2.869*) | 2.950 (2.782 to 3.117*) | 2.986 (2.723 to 3.250*) | 2.856 (2.686 to 3.027*) | 2.704 (2.474 to 2.934*) |
Intervention | 0.054 (0.009 to 0.098*) | 0.065 (0.030 to 0.101*) | 0.007 (− 0.038 to 0.053) | 0.026 (− 0.005 to 0.056) | 0.099 (0.060 to 0.139*) |
Gender | |||||
Male | 0.049 (− 0.001 to 0.099) | − 0.005 (− 0.045 to 0.036) | − 0.051 (− 0.103 to 0.000) | − 0.017 (− 0.052 to 0.018) | − 0.022 (− 0.066 to 0.023) |
Female | 0 | 0 | 0 | 0 | 0 |
Education level | |||||
Vocational degree | − 0.096 (− 0.211 to 0.020) | 0.027 (− 0.066 to 0.120) | − 0.018 (− 0.136 to 0.100) | 0.103 (0.023 to 0.182*) | 0.090 (− 0.012 to 0.193) |
Vocational + specialized training | − 0.068 (− 0.184 to 0.048) | 0.080 (− 0.013 to 0.173) | − 0.085 (− 0.203 to 0.033) | 0.094 (0.015 to 0.174*) | 0.009 (− 0.094 to 0.112) |
Diploma | − 0.148 (− 0.268 to − 0.028) | − 0.057 (− 0.154 to 0.040) | − 0.136 (− 0.259 to − 0.013*) | 0.029 (− 0.054 to 0.112) | − 0.017 (− 0.124 to 0.090) |
Diploma + specialized training | − 0.087 (− 0.200 to 0.026) | 0.087 (− 0.005 to 0.178) | − 0.077 (− 0.193 to 0.039) | 0.073 (− 0.005 to 0.151) | − 0.020 (− 0.121 to 0.081) |
Bachelor’s degree | − 0.039 (− 0.151 to 0.073) | 0.055 (− 0.035 to 0.146) | 0.018 (− 0.097 to 0.132) | 0.089 (0.012 to 0.166*) | 0.067 (− 0.032 to 0.167) |
Bachelor’s degree + specialized training | − 0.044 (− 0.155 to 0.067) | 0.104 (0.015 to 0.194*) | − 0.046 (− 0.159 to 0.068) | 0.057 (− 0.020 to 0.134) | − 0.026 (− 0.125 to 0.073) |
Master’s degree | 0 | 0 | 0 | 0 | 0 |
Employment | |||||
Part-time | − 0.014 (− 0.048 to 0.021) | 0.007 (− 0.020 to 0.035) | 0.015 (− 0.019 to 0.050) | − 0.007 (− 0.031 to 0.016) | − 0.001 (− 0.032 to 0.029) |
Full-time | 0 | 0 | 0 | 0 | 0 |
Work experience current hospital (years) | − 0.001 (− 0.003 to 0.001) | − 0.001 (− 0.002 to 0.00) | − 0.003 (− 0.005 to − 0.001*) | 0.000 (− 0.001 to 0.002) | − 0.003 (− 0.004 to − 0.001*) |
Ward | |||||
Medical | − 0.170 (− 0.226 to − 0.115*) | 0.023 (− 0.016 to 0.074) | 0.004 (− 0.053 to 0.061) | − 0.122 (− 0.160 to − 0.084*) | − 0.030 (− 0.080 to 0.019) |
Surgical | − 0.144 (− 0.202 to − 0.086*) | 0.024 (− 0.070 to 0.025) | − 0.028 (− 0.088 to 0.031) | − 0.128 (− 0.169 to 0.088*) | − 0.098 (− 0.150 to − 0.046*) |
Acute | − 0.009 (− 0.071 to 0.053) | 0.025 (0.002 to 0.102*) | − 0.030 (− 0.093 to 0.033) | − 0.105 (0.148 to − 0.063*) | − 0.105 (− 0.160 to − 0.050*) |
Mixed | − 0.182 (− 0.245 to − 0.119) | 0.026 (0.003 to 0.105*) | − 0.051 (− 0.166 to 0.013) | − 0.145 (− 0.189 to − 0.102*) | − 0.069 (− 0.125 to − 0.012*) |
Other | 0 | 0 | 0 | 0 | 0 |
Hospital type | |||||
Academic | 0.122 (− 0.114 to 0.359) | 0.043 (− 0.136 to 0.221) | − 0.039 (− 0.342 to 0.265) | 0.083 (− 0.111 to 0.278) | − 0.038 (− 0.304 to 0.227) |
Teaching | 0.071 (− 0.150 to 0.292) | 0.012 (− 0.155 to 0.178) | 0.102 (− 0.182 to 0.385) | 0.157 (− 0.025 to 0.338) | 0.108 (− 0.139 to 0.356) |
General | 0 | 0 | 0 | 0 | 0 |
−2 log likelihood | 9344.417 | 7054.674 | 9590.346 | 5399.985 | 8120.049 |