displays the hospital characteristics of the full sample, as well as by the quality of the nurse work environment. When hospital characteristics were examined by quality of work environment, some significant differences were noted. For example, nurses who worked in poor environments cared for an average of 5.3 patients, while nurses in the better environments had an average workload of 4.6 patients.
| EXHIBIT 1Distribution Of Hospital Characteristics In A Four-State Sample Of Hospitals, By Quality Of Nurses’ Work Environment, 2006–07 |
contains the distributions of the HCAHPS outcomes in the full sample, as well as by quality of nurse work environment. Patient satisfaction had significant positive associations with the quality of the work environment for nine of the ten measures. The most notable difference involved the percentage of patients who would definitely recommend the hospital. On this global measure, there was a ten-percentage-point difference in the mean percentage of patients who would definitely recommend the hospital between those cared for in hospitals with better nurse work environments (69.9 percent) than those cared for in hospitals with poor environments (59.6 percent).
| EXHIBIT 2Distributions Of HCAHPS Outcomes In A Four-State Sample Of Hospitals, By Quality Of Nurses’ Work Environment, 2006–07 |
displays estimates of the unadjusted and adjusted joint effects of nurse work environment and patient-to-nurse staffing ratios on HCAHPS outcomes from linear regression models. The nurse work environment had significant effects on all ten HCAHPS measures in both sets of models. Nurse staffing was statistically significant (p < 0.05) on five outcomes in the unadjusted and three outcomes in the adjusted models.
| EXHIBIT 3Effects Of The Nurse Work Environment And Nurse Staffing On HCAHPS Outcomes In A Four-State Sample Of Hospitals, 2006–07 |
The most notable effects of the nurse work environment and nurse staffing were on the global ratings of the percentage of patients who would definitely recommend the hospital. The estimate of 4.08 implies that the percentage of patients who would definitely recommend the hospital was more than 8 percentage points higher in better care environments as compared to poor and more than 4 percentage points higher in better nurse work environments as compared to mixed. The effect of nurse staffing above and beyond the effect of the quality of the overall nurse work environment demonstrated that for each additional patient per nurse, the percentage of patients who would definitely recommend the hospital decreased by 1.44 percent. Given that the standard deviation of this global measure was 9.8 percent, hospitals that improved their nurse work environments from poor to better and reduced nurses’ workloads by one patient would be expected to move, in terms of the percentage of patients who would definitely recommend their hospital, from the sixteenth percentile to the fiftieth (or from the fiftieth percentile to the eighty-fourth) in this distribution of hospitals.
Some relationships were less theoretically clear and may indicate the presence of unmeasured variables. For example, unadjusted models showed a relationship (p < 0.01) between the percentage of patients who reported that doctors always communicated well in better care environments as compared to poor; however, this relationship became insignificant in adjusted models.