$$\rightleftharpoonup{xx}$$
$$\longleftharp{xx}$$,
$$\longrightharp{xx}$$,
Data quality control and sample characteristics
During the survey period, a total of 537 questionnaires were returned. All returned records were exported from the survey system and screened according to the predefined validity rules described in the Protocol section. After quality control, 520 questionnaires were retained for final analysis, corresponding to an effective response rate of 96.83%. Among the 17 excluded questionnaires, 4 were identified as duplicate or near-duplicate submissions after comparison of submission records, demographic combinations, and response-pattern similarity; 5 were excluded because the completion time was shorter than 180 s, which had been prespecified by the research team as the minimum threshold for credible reading and response; 6 were removed because they showed highly uniform response patterns across nearly all items; and 2 were excluded because of internally contradictory demographic information. The complete screening process is summarized in Figure 1, and the detailed exclusion breakdown is presented in Table 1.
The final analytic sample included 7 male nurses (1.35%) and 513 female nurses (98.65%). The mean age of the participants was 31.84 ± 7.26 years, and the median duration of clinical service was 8.0 years. Most participants were married, held a junior college or bachelor-level nursing education, and were employed in routine inpatient or outpatient clinical departments. The full demographic and professional profile of the sample is shown in Table 2. Because the present study was a single-center cross-sectional survey aimed at characterizing palliative care readiness within a single secondary hospital, no external control group was established. Instead, internal subgroup comparisons and multivariable regression analysis were used to identify factors associated with variation in knowledge, attitudes, and practices within the study population.
Reliability of the questionnaire in the current sample
The psychometric performance of the instrument was reassessed in the current dataset before further analysis. The overall scale showed excellent internal consistency, with a Cronbach’s α of 0.957. The Cronbach’s α coefficients for the three subscales were 0.921 for knowledge, 0.946 for attitudes, and 0.951 for practices. Item-total correlation coefficients ranged from 0.51 to 0.82 across the full instrument, and no item deletion improved the overall α by more than 0.01, indicating stable internal consistency across domains. These findings confirm that the questionnaire performed well in the present sample and that the observed domain scores were suitable for subsequent descriptive, correlational, and regression analyses. The reliability indicators for the total scale and each subscale are summarized in Table 3.
Actual and standardized scores of palliative care knowledge, attitudes, and practices
The mean actual scores for the three domains were 41.95 ± 6.30 for knowledge, 41.62 ± 7.52 for attitudes, and 44.42 ± 5.28 for practices. After standardization, the corresponding mean scores were 83.48 ± 14.02 for knowledge, 83.79 ± 13.86 for attitudes, and 76.71 ± 12.23 for practices. According to the predefined scoring interpretation, both the knowledge and attitude domains reached a good level, whereas the practice domain reached only the passing level. The difference in standardized scores across the three domains was statistically significant when examined at the descriptive level, with practice remaining the lowest-performing domain throughout the sample. These domain-level results are shown in Table 4.
This pattern indicates that the surveyed nurses had generally favorable familiarity with palliative care concepts and a broadly positive professional orientation toward palliative care, but these strengths were not fully translated into consistent clinical behavior. In other words, the implementation-related dimension lagged behind both cognitive and attitudinal readiness. This finding directly addresses the first study objective and suggests that practical application remains the most vulnerable component of palliative care readiness in this secondary-hospital setting.
Univariate analysis of factors associated with knowledge, attitudes, and practices
Univariate analysis showed that attitude scores differed significantly across several demographic and experiential variables. Age group was associated with attitude score (F = 4.37, P = 0.005), with nurses aged 31–40 years showing significantly higher attitude scores than those aged ≤25 years in post hoc comparison (mean difference = 3.18, 95% CI 0.92 to 5.44, P = 0.006). Marital status was also associated with attitudes (t = 2.89, P = 0.004), with married participants reporting higher scores than unmarried participants. Years of service showed a significant association (F = 5.11, P = 0.002), and nurses with >10 years of experience scored higher than those with <5 years of service (mean difference = 3.84, 95% CI 1.36 to 6.32, P = 0.002). Professional title, prior caregiving experience, previous participation in palliative care training, and bereavement experience were also significantly associated with attitude scores (all P < 0.05) (Table 5).
Knowledge scores were significantly associated with marital status (t = 2.47, P = 0.014), education level (F = 6.28, P = 0.002), years of service (F = 4.76, P = 0.003), professional title (F = 5.42, P = 0.001), prior caregiving experience (t = 3.66, P < 0.001), participation in palliative care training (t = 4.19, P < 0.001), and bereavement experience (t = 2.21, P = 0.028). In the post hoc analysis, nurses with a bachelor’s degree or above had significantly higher knowledge scores than those with junior college education or below (mean difference = 2.41, 95% CI 0.98 to 3.84, P = 0.001). Nurses who had received palliative care training also showed higher knowledge scores than those without prior training (43.58 ± 5.84 vs. 39.91 ± 6.27, t = 4.19, P < 0.001) (Table 5).
Practice scores were significantly associated with years of service (F = 4.62, P = 0.004), professional title (F = 3.95, P = 0.009), prior caregiving experience (t = 5.01, P < 0.001), and participation in palliative care training (t = 5.44, P < 0.001). Nurses with prior caregiving experience had higher practice scores than those without such experience (46.13 ± 4.96 vs. 42.78 ± 5.31), and nurses who had received palliative care training also had higher practice scores than untrained nurses (46.02 ± 4.88 vs. 42.96 ± 5.37). These findings suggest that practice performance was particularly sensitive to experiential and training-related variables rather than to background characteristics alone. Full results of the subgroup comparisons are provided in Table 5.
Taken together, the univariate findings show that palliative care performance was not evenly distributed across the nursing workforce. Variables reflecting clinical maturity, experiential exposure, and formal training were repeatedly associated with stronger outcomes, especially in the practice domain. This directly supports the second study objective by indicating that differences in palliative care implementation are related to both personal background and professional experience.
Correlation analysis among knowledge, attitudes, and practices
Pearson correlation analysis demonstrated significant positive correlations among all three domains. Attitudes and practices showed the strongest association (r = 0.789, P < 0.001), indicating that nurses with more positive attitudes toward palliative care were much more likely to report stronger implementation-related behaviors. The association between attitudes and knowledge was also strong (r = 0.705, P < 0.001), whereas the association between knowledge and practices was moderate (r = 0.563, P < 0.001). The correlation matrix is presented in Table 6, and the corresponding visualization is shown in Figure 2, Figure 3, and Figure 4.
The correlation pattern provides a clearer interpretation of the KAP structure in this sample. Although knowledge was significantly related to both attitudes and practices, the stronger association between attitudes and practices suggests that positive professional orientation may be more directly linked to behavioral implementation than factual familiarity alone. This result is consistent with the observation that knowledge and attitudes reached the good level, whereas practices remained lower. It implies that the pathway from knowledge to practice may be partly mediated or reinforced by attitudinal acceptance, confidence, and willingness to engage in palliative care work.
Multivariable regression analysis
To identify independent predictors of each KAP domain, three multivariable linear regression models were established using variables that were statistically significant in univariate analysis, together with variables considered professionally relevant. Before model interpretation, collinearity diagnostics were performed. All variance inflation factors were below 2.50, with tolerance values above 0.40, indicating no evidence of problematic multicollinearity. Residual plots showed no marked heteroscedasticity, and the standardized residuals approximated a normal distribution, supporting the adequacy of the linear models.
In the model for attitude score, age, marital status, years of service, knowledge score, and practice score remained significant independent predictors. Compared with nurses aged ≤25 years, those aged 31–40 years had higher attitude scores (β = 1.84, 95% CI 0.52 to 3.16, P = 0.006). Married status was associated with higher attitude scores (β = 1.29, 95% CI 0.24 to 2.34, P = 0.016). Each additional year of service was associated with a modest increase in attitude score (β = 0.88, 95% CI 0.29 to 1.47, P = 0.004). Knowledge score (β = 0.31, 95% CI 0.24 to 0.38, P < 0.001) and practice score (β = 0.57, 95% CI 0.47 to 0.67, P < 0.001) were both positively associated with attitudes. This model explained 66.1% of the variance in attitude score (adjusted R2 = 0.661) (Table 7).
In the model for knowledge score, marital status, education level, attitude score, and practice score remained significant. Married nurses had higher knowledge scores than unmarried nurses (β = 1.11, 95% CI 0.19 to 2.03, P = 0.018), and higher education level was independently associated with better knowledge performance (β = 1.47, 95% CI 0.68 to 2.26, P < 0.001). Attitude score was positively associated with knowledge (β = 0.36, 95% CI 0.29 to 0.43, P < 0.001), as was practice score (β = 0.22, 95% CI 0.13 to 0.31, P < 0.001). The model explained 82.0% of the variance in knowledge score (adjusted R2 = 0.820) (Table 8).
In the model for practice score, prior caregiving experience, participation in palliative care training, attitude score, and knowledge score remained statistically significant. Nurses with prior caregiving experience had higher practice scores than those without such experience (β = 1.68, 95% CI 0.84 to 2.52, P < 0.001), and prior palliative care training was also independently associated with stronger practice performance (β = 1.94, 95% CI 1.08 to 2.80, P < 0.001). Attitude score (β = 0.41, 95% CI 0.34 to 0.48, P < 0.001) and knowledge score (β = 0.19, 95% CI 0.11 to 0.27, P < 0.001) remained positive predictors after adjustment. This model explained 81.5% of the variance in practice score (adjusted R2 = 0.815) (Table 9).
Restricted cubic spline analysis was additionally used to visualize the fitted relationships between selected continuous predictors and the three outcome domains. The spline curves showed a generally positive relationship between years of service and both attitude and practice scores, with the slope becoming less steep after approximately 15 years of service. The fitted relationship between knowledge and practice was also positive across the observed range, without obvious threshold reversal. These nonlinear trend visualizations are presented in Figure 5, Figure 6, and Figure 7 and were used to support graphical interpretation rather than to replace the main regression results.
Summary of the main findings
Overall, the results show that nurses in this secondary-hospital sample had relatively strong palliative care knowledge and positive attitudes, but their practice performance remained comparatively weaker. The questionnaire demonstrated good reliability in the current dataset, and the data-cleaning procedure retained a high proportion of valid questionnaires after exclusion of low-quality responses. Training exposure and prior caregiving experience were consistently associated with better outcomes, particularly in the practice domain. The three KAP domains were significantly interrelated, with the strongest association observed between attitudes and practices. After adjustment for covariates, prior caregiving experience, palliative care training, and the mutual reinforcement among knowledge, attitudes, and practices remained statistically significant. Together, these findings indicate that improving palliative care implementation in secondary hospitals may require more than knowledge acquisition alone and may depend on structured training and clinically grounded experience.
DATA AVAILABILITY:
Wang, Jue; Wu, Xiaorong; Lu, Yanlan; Qiu, Xiaoxia (2026). Palliative Care Knowledge, Attitudes, and Practices Among Nurses in a Secondary Hospital in Shanghai: A Cross-Sectional Study. figshare. Dataset. https://doi.org/10.6084/m9.figshare.31901224.v1

Figure 1: Flow diagram of questionnaire screening and final sample inclusion. A total of 537 questionnaires were returned during the survey period. After data-quality screening, 520 questionnaires were retained for final analysis. The figure shows the number of records excluded because of duplicate or near-duplicate submission, completion time shorter than the prespecified threshold, highly uniform response patterns, or internally contradictory demographic information. Please click here to view a larger version of this figure.

Figure 2: Scatter plot showing the association between attitude and knowledge scores. Each point represents one participant. The x-axis shows the knowledge score, and the y-axis shows the attitude score. The solid fitted line represents the linear regression trend, and the shaded band represents the 95% confidence interval. Pearson correlation analysis showed a significant positive association between knowledge and attitude scores (n = 520, r = 0.705, P < 0.001). Please click here to view a larger version of this figure.

Figure 3: Scatter plot showing the association between attitude and practice scores. Each point represents one participant. The x-axis shows the attitude score, and the y-axis shows the practice score. The solid fitted line represents the linear regression trend, and the shaded band represents the 95% confidence interval. Pearson correlation analysis showed a strong positive association between attitude and practice scores (n = 520, r = 0.789, P < 0.001). Please click here to view a larger version of this figure.

Figure 4: Scatter plot showing the association between knowledge and practice scores. Each point represents one participant. The x-axis shows the knowledge score, and the y-axis shows the practice score. The solid fitted line represents the linear regression trend, and the shaded band represents the 95% confidence interval. Pearson correlation analysis showed a moderate positive association between knowledge and practice scores (n = 520, r = 0.563, P < 0.001). Please click here to view a larger version of this figure.

Figure 5: Restricted cubic spline analysis of years of service and attitude score. The figure shows the fitted association between years of service and adjusted attitude score after adjustment for covariates included in the multivariable regression model. The solid line represents the estimated association, and the shaded area represents the 95% confidence interval. Rug marks along the x-axis indicate the distribution of observed years of service values. Please click here to view a larger version of this figure.

Figure 6: Restricted cubic spline analysis of years of service and practice score. The figure shows the fitted association between years of service and adjusted practice score after adjustment for covariates included in the multivariable regression model. The solid line represents the estimated association, and the shaded area represents the 95% confidence interval. Rug marks along the x-axis indicate the distribution of observed years of service values. Please click here to view a larger version of this figure.

Figure 7: Restricted cubic spline analysis of knowledge score and practice score. The figure shows the fitted association between knowledge score and adjusted practice score after adjustment for covariates included in the multivariable regression model. The solid line represents the estimated association, and the shaded area represents the 95% confidence interval. Rug marks along the x-axis indicate the distribution of observed knowledge score values. Please click here to view a larger version of this figure.
| Category | Subcategory | Number of People (n) | Constituent Ratio (%) |
| Section | Internal medicine | 203 | 39.04 |
| Surgery | 98 | 18.85 |
| Intensive care unit | 39 | 7.5 |
| Pediatrics | 3 | 0.58 |
| Gynecology and obstetrics | 40 | 7.69 |
| Other | 137 | 26.35 |
| Age | ≤25 years | 73 | 14.04 |
| 26–35 years | 259 | 49.81 |
| 36–45 years | 144 | 27.69 |
| 46–49 years | 24 | 4.62 |
| ≥50 years | 20 | 3.85 |
| Professional title | Nurse | 106 | 20.38 |
| Senior nurse | 219 | 42.12 |
| Nurse-in-charge | 194 | 37.31 |
| Deputy chief nurse and above | 1 | 0.19 |
| Marital status | Married | 372 | 71.54 |
| Single and others | 148 | 28.46 |
| Education level | Technical secondary school | 4 | 0.77 |
| Junior college | 169 | 32.5 |
| Undergraduate | 346 | 66.54 |
| Graduate students (including above) | 1 | 0.19 |
| Working years | <1 year | 12 | 2.31 |
| ≥1 and <2 years | 23 | 4.42 |
| ≥2 and <5 years | 74 | 14.23 |
| ≥5 and <10 years | 120 | 23.08 |
| ≥10 and <20 years | 207 | 39.81 |
| ≥20 years | 84 | 16.15 |
| Ethnic group | Han nationality | 508 | 97.69 |
| Ethnic minorities | 12 | 2.31 |
Table 1: Reasons for questionnaire exclusion during data cleaning. Please click here to download this Table.
This table summarizes the number and percentage of returned questionnaires excluded during quality-control screening, including duplicate or near-duplicate submissions, completion time shorter than the prespecified threshold, highly uniform response patterns, and contradictory demographic information.
| Item | Classification | Number of Cases | Attitude | Knowledge | Behavior |
| Gender | Male | 7 | 41.91 ± 6.18 | 42.10 ± 6.19 | 43.39 ± 4.32 |
| Gender | Female | 513 | 41.52 ± 7.20 | 40.52 ± 6.23 | 45.53 ± 4.04 |
| Gender | t value | | 0.143 | 0.667 | -1.391 |
| Gender | P value | | 0.887 | 0.505 | 0.165 |
| Age | ≤25 years | 73 | 40.31 ± 6.84 | 41.45 ± 6.15 | 43.34 ± 4.72 |
| Age | 26–35 years | 259 | 41.62 ± 7.11 | 41.51 ± 5.00 | 44.70 ± 5.02 |
| Age | 36–45 years | 144 | 41.83 ± 6.27 | 42.42 ± 6.13 | 43.61 ± 4.00 |
| Age | ≥46 years | 44 | 42.74 ± 6.55 | 43.24 ± 5.92 | 45.23 ± 5.51 |
| Age | F value | | 6.981 | 2.805 | 1.649 |
| Age | P value | | <0.001 | 0.06 | 0.194 |
| Marital status | Single and others | 148 | 39.35 ± 6.77 | 44.13 ± 6.52 | 44.80 ± 5.13 |
| Marital status | Married | 372 | 42.45 ± 7.82 | 40.04 ± 5.01 | 43.89 ± 4.79 |
| Marital status | t value | | -4.232 | 7.678 | 1.915 |
| Marital status | P value | | <0.001 | <0.001 | 0.056 |
| Education level | Associate degree and below | 173 | 41.38 ± 6.83 | 40.07 ± 5.92 | 43.94 ± 4.82 |
| Education level | Bachelor’s degree or above | 347 | 41.73 ± 7.15 | 45.13 ± 6.78 | 44.69 ± 4.14 |
| Education level | t value | | -0.534 | 7.952 | 1.777 |
| Education level | P value | | 0.594 | <0.001 | 0.076 |
| Working years | <2 years | 35 | 41.01 ± 7.07 | 38.17 ± 6.98 | 42.41 ± 5.08 |
| Working years | ≥2 and <5 years | 74 | 41.24 ± 7.28 | 40.12 ± 5.01 | 43.21 ± 4.11 |
| Working years | ≥5 and <10 years | 120 | 41.96 ± 6.82 | 41.81 ± 5.84 | 44.75 ± 5.03 |
| Working years | ≥10 and <20 years | 207 | 42.30 ± 6.12 | 42.04 ± 6.03 | 45.01 ± 4.12 |
| Working years | ≥20 years | 84 | 42.57 ± 6.40 | 44.12 ± 5.87 | 45.08 ± 5.92 |
| Working years | F value | | 7.679 | 12.335 | 5.427 |
| Working years | P value | | <0.001 | <0.001 | <0.001 |
| Professional title | Nurse | 106 | 41.16 ± 7.30 | 41.05 ± 6.03 | 42.87 ± 5.11 |
| Professional title | Senior nurse | 219 | 41.83 ± 6.75 | 42.48 ± 5.30 | 43.72 ± 4.74 |
| Professional title | Nurse-in-charge and above | 195 | 42.75 ± 6.17 | 43.28 ± 5.60 | 45.20 ± 4.24 |
| Professional title | F value | | 13.662 | 17.568 | 9.153 |
| Professional title | P value | | <0.001 | <0.001 | <0.001 |
| Previous experience in caring for critically ill patients at home | Yes | 100 | 43.52 ± 6.39 | 44.37 ± 6.72 | 44.67 ± 5.12 |
| Previous experience in caring for critically ill patients at home | No | 420 | 40.20 ± 7.14 | 41.22 ± 6.11 | 42.81 ± 4.79 |
| Previous experience in caring for critically ill patients at home | t value | | 4.261 | 4.543 | 3.443 |
| Previous experience in caring for critically ill patients at home | P value | | <0.001 | <0.001 | 0.001 |
| Have you ever participated in on-the-job training in palliative care? | Yes | 108 | 42.30 ± 6.72 | 43.91 ± 5.77 | 45.10 ± 4.72 |
| Have you ever participated in on-the-job training in palliative care? | No | 412 | 40.25 ± 6.54 | 40.08 ± 5.84 | 42.03 ± 5.66 |
| Have you ever participated in on-the-job training in palliative care? | t value | | 2.883 | 6.082 | 5.183 |
| Have you ever participated in on-the-job training in palliative care? | P value | | 0.004 | <0.001 | <0.001 |
| Have you experienced the death of an important relative or friend? | Yes | 329 | 42.20 ± 7.18 | 42.74 ± 5.42 | 44.82 ± 4.75 |
| Have you experienced the death of an important relative or friend? | No | 191 | 40.94 ± 6.25 | 40.00 ± 5.72 | 42.89 ± 5.69 |
| Have you experienced the death of an important relative or friend? | t value | | 2.021 | 5.445 | 4.148 |
| Have you experienced the death of an important relative or friend? | P value | | 0.044 | <0.001 | <0.001 |
Table 2: Demographic and professional characteristics of the participating nurses. Please click here to download this Table.
This table presents the baseline characteristics of the 520 nurses included in the final analysis, including sex, age, marital status, education level, years of service, professional title, prior caregiving experience, participation in palliative care training, and bereavement experience.
| Item | Attitude | Knowledge | Behavior |
| Attitude | 1 | – | – |
| Knowledge | 0.705 | 1 | – |
| Behavior | 0.789 | 0.563 | 1 |
Table 3: Internal consistency reliability of the palliative care knowledge, attitude, and practice questionnaire in the current sample. Please click here to download this Table.
This table reports Cronbach’s α coefficients for the total scale and for the knowledge, attitude, and practice subscales, together with item-total correlation ranges where applicable, to demonstrate the psychometric performance of the instrument in the present dataset.
| Variable name | Assignment method |
| Age | 0 = ≤25 years; 1 = 26–35 years; 2 = 36–45 years; 3 = ≥46 years |
| Marital status | 0 = Married; 1 = Single and others |
| Education level | 0 = Associate degree and below; 1 = Bachelor’s degree or above |
| Working years | 0 = <2 years; 1 = ≥2 and <5 years; 2 = ≥5 and <10 years; 3 = ≥10 and <20 years; 4 = ≥20 years |
| Professional title | 0 = Nurse; 1 = Senior nurse; 2 = Nurse-in-charge and above |
| Previous experience in caring for critically ill patients at home | 0 = No; 1 = Yes |
| Have you ever participated in on-the-job training in palliative care? | 0 = No; 1 = Yes |
| Have you experienced the death of an important relative or friend? | 0 = No; 1 = Yes |
| Attitude | Actual score |
| Knowledge | Actual score |
| Behavior | Actual score |
Table 4: Actual and standardized scores of palliative care knowledge, attitudes, and practices. Please click here to download this Table.
This table presents the mean actual scores and standardized scores for the three questionnaire domains. Standardized scores were calculated as actual score divided by total possible score multiplied by 100. Higher scores indicate better knowledge, more positive attitudes, or stronger self-reported practice performance.
| Classification item | Regression coefficient | Standard error | Standardized coefficient | t value | P value |
| Age | 2.354 | 0.651 | 0.425 | 3.616 | <0.001 |
| Marital status | -3.861 | 1.025 | -0.259 | -3.767 | <0.001 |
| Working years | 2.172 | 0.445 | 0.46 | 4.881 | <0.001 |
| Professional title | 4.884 | 3.184 | 0.205 | 1.534 | 0.126 |
| Previous experience in caring for critically ill patients at home | 1.625 | 1.227 | 0.615 | 1.324 | 0.186 |
| Have you ever participated in on-the-job training in palliative care? | 1.435 | 0.968 | 0.697 | 1.482 | 0.139 |
| Have you experienced the death of an important relative or friend? | 2.367 | 1.984 | 0.422 | 1.193 | 0.233 |
| Knowledge | 1.005 | 0.048 | 0.995 | 20.938 | <0.001 |
| Behavior | 0.987 | 0.102 | 0.415 | 9.676 | <0.001 |
Table 5: Univariate analysis of factors associated with palliative care knowledge, attitude, and practice scores. Please click here to download this Table.
This table shows differences in domain scores according to demographic and experiential variables. Group comparisons were performed using independent-samples t tests or one-way analysis of variance as appropriate. For variables with statistically significant overall group differences, post hoc comparisons were conducted where applicable.
| Classification item | Regression coefficient | Standard error | Standardized coefficient | t value | P value |
| Marital status | -2.635 | 0.104 | -0.38 | -25.337 | <0.001 |
| Education level | 1.772 | 0.287 | 0.564 | 6.174 | <0.001 |
| Working years | 1.358 | 1.258 | 0.736 | 1.079 | 0.281 |
| Professional title | 1.886 | 1.762 | 0.53 | 1.07 | 0.285 |
| Previous experience in caring for critically ill patients at home | 2.072 | 1.564 | 0.483 | 1.325 | 0.186 |
| Have you ever participated in on-the-job training in palliative care? | 3.358 | 2.089 | 0.298 | 1.607 | 0.109 |
| Have you experienced the death of an important relative or friend? | 2.752 | 1.621 | 0.363 | 1.698 | 0.09 |
| Attitude | 1.142 | 0.284 | 0.876 | 4.021 | <0.001 |
| Behavior | 1.089 | 0.331 | 0.918 | 3.29 | 0.001 |
Table 6: Pearson correlation analysis among knowledge, attitude, and practice scores. Please click here to download this Table.
This table presents Pearson correlation coefficients and corresponding P values for the pairwise associations among the three domains. Positive coefficients indicate that higher scores in one domain are associated with higher scores in another domain.
| Classification item | Regression coefficient | Standard error | Standardized coefficient | t value | P value |
| Working years | 1.072 | 1.003 | 0.933 | 1.069 | 0.286 |
| Professional title | 2.367 | 2.251 | 0.422 | 1.052 | 0.294 |
| Previous experience in caring for critically ill patients at home | -0.213 | 0.04 | -0.294 | -5.262 | <0.001 |
| Have you ever participated in on-the-job training in palliative care? | 3.625 | 1.203 | 0.276 | 3.013 | 0.003 |
| Have you experienced the death of an important relative or friend? | 2.358 | 1.821 | 0.424 | 1.295 | 0.196 |
| Attitude | 0.997 | 0.121 | 0.811 | 8.24 | <0.001 |
| Knowledge | 1.321 | 0.094 | 0.757 | 14.053 | <0.001 |
Table 7: Multivariable linear regression analysis of factors associated with attitude score. Please click here to download this Table.
This table reports the results of the final regression model for attitude score, including regression coefficients, standard errors, 95% confidence intervals, and P values. The table also reports model-fit statistics, including R2, adjusted R2, and the overall model test.
| Regression model | R2 | Adjusted R2 | F value | P value |
| Attitude | 0.664 | 0.661 | 683.257 | <0.001 |
| Knowledge | 0.824 | 0.82 | 1356.227 | <0.001 |
| Behavior | 0.817 | 0.815 | 2107.452 | <0.001 |
Table 8: Multivariable linear regression analysis of factors associated with knowledge score. This table reports the results of the final regression model for knowledge score, including regression coefficients, standard errors, 95% confidence intervals, and P values. Model-fit statistics are also provided to show the explanatory performance of the model. Please click here to download this Table.
| Variable | β | 95% CI | P value |
| Prior caregiving experience | 1.68 | 0.84 to 2.52 | <0.001 |
| Participation in palliative care training | 1.94 | 1.08 to 2.80 | <0.001 |
| Attitude score | 0.41 | 0.34 to 0.48 | <0.001 |
| Knowledge score | 0.19 | 0.11 to 0.27 | <0.001 |
| Model fit statistics: Adjusted R2 = 0.815. |
Table 9: Multivariable linear regression analysis of factors associated with practice score. This table reports the results of the final regression model for practice score, including regression coefficients, 95% confidence intervals, and P values. Adjusted R2 is provided to show the explanatory performance of the model. Please click here to download this Table.