| Literature DB >> 34968341 |
Muhammad Shoaib Saleem1, Ahmad Shahrul Nizam Isha1, Yuzana Mohd Yusop2, Maheen Iqbal Awan1, Gehad Mohammed Ahmed Naji1.
Abstract
This study aimed to assess the impact of workforce agility on private hospital nursing staff's safety behavior with the mediating role of mindful organizing. This study was cross-sectional. A self-administered questionnaire was used to collect data from 369 nursing staff. The structural equation modeling (SEM) technique was used to check the internal consistency, convergent validity, discriminant validity, and hypotheses testing. For mediation analysis, the bootstrapping technique was used. Our findings suggested that workforce agility is the possible predictor of mindful organizing, as all of these dimensions have a positive impact on mindful organizing. Reference to safety performance sub-dimensions, proactivity, adaptability, and resilience had a positive significant impact on (a) safety compliance, and proactivity had a positive impact on (b) safety participation. Further, mindful organizing was also found to be positively associated with safety performance. Evidence for mediation between workforce agility and safety performance was also observed. Proactivity, adaptability, and resilience can enhance safety performance for the nursing staff. Workforce agility can also help the organization to attain mindful organizing, which will help them to achieve operational excellence, whereas in the past, high-reliability organizations were mainly found practicing mindful organizing. This study demonstrated the key impact of workforce agility and mindful organizing on safety behaviors directly and indirectly.Entities:
Keywords: adaptability; mindful organizing; nursing staff; proactivity; resilience; safety performance; workforce agility
Year: 2021 PMID: 34968341 PMCID: PMC8608091 DOI: 10.3390/nursrep11030063
Source DB: PubMed Journal: Nurs Rep ISSN: 2039-439X
Figure 1Proposed research framework.
Convergent validity test.
| Construct | Proactivity | CR | AVE | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Items | PR11 | PR10 | PR9 | PR8 | PR7 | PR6 | PR5 | PR4 | PR3 | PR2 | PR1 | 0.97 | 0.72 | ||
| SFL→ | 0.84 | 0.84 | 0.83 | 0.85 | 0.84 | 0.86 | 0.83 | 0.87 | 0.86 | 0.85 | 0.85 | ||||
| Mean→ | 3.38 | 3.37 | 3.41 | 3.48 | 3.40 | 3.40 | 3.42 | 3.32 | 3.49 | 3.41 | 3.38 | ||||
| Std. Dev | 1.74 | 1.72 | 1.73 | 1.70 | 1.72 | 1.73 | 1.73 | 1.72 | 1.69 | 1.72 | 1.73 | ||||
| Construct | Adaptability | 0.95 | 0.61 | ||||||||||||
| Items | AD13 | AD12 | AD11 | AD10 | AD9 | AD8 | AD7 | AD6 | AD5 | AD4 | AD3 | AD2 | AD1 | ||
| SFL→ | 0.78 | 0.77 | 0.79 | 0.79 | 0.80 | 0.75 | 0.78 | 0.77 | 0.77 | 0.79 | 0.77 | 0.78 | 0.79 | ||
| Mean→ | 3.22 | 3.30 | 3.38 | 3.36 | 3.33 | 3.36 | 3.33 | 3.25 | 3.29 | 3.34 | 3.28 | 3.31 | 3.27 | ||
| Std. Dev | 1.47 | 1.51 | 1.50 | 1.49 | 1.51 | 1.55 | 1.49 | 1.49 | 1.50 | 1.50 | 1.49 | 1.50 | 1.47 | ||
| Construct | Resilience | 0.94 | 0.57 | ||||||||||||
| Items | RS12 | RS11 | RS10 | RS9 | RS8 | RS7 | RS6 | RS5 | RS4 | RS3 | RS2 | RS1 | |||
| SFL→ | 0.78 | 0.75 | 0.73 | 0.76 | 0.79 | 0.74 | 0.74 | 0.73 | 0.74 | 0.74 | 0.75 | 0.76 | |||
| Mean→ | 2.84 | 2.88 | 2.98 | 2.92 | 2.96 | 2.98 | 2.97 | 2.86 | 2.99 | 2.87 | 2.91 | 3.01 | |||
| Std. Dev | 1.64 | 1.69 | 1.71 | 1.67 | 1.62 | 1.72 | 1.70 | 1.70 | 1.72 | 1.69 | 1.69 | 1.71 | |||
| Construct | Mindful Organizing | 0.93 | 0.58 | ||||||||||||
| Items | MO9 | MO8 | MO7 | MO6 | MO5 | MO4 | MO3 | MO2 | MO1 | ||||||
| SFL→ | 0.84 | 0.84 | 0.83 | 0.85 | 0.84 | 0.86 | 0.83 | 0.87 | 0.86 | ||||||
| Mean→ | 3.70 | 3.79 | 3.84 | 3.76 | 3.79 | 3.78 | 3.71 | 3.77 | 3.80 | ||||||
| Std. Dev | 1.35 | 1.35 | 1.32 | 1.34 | 1.34 | 1.33 | 1.35 | 1.36 | 1.36 | ||||||
| Construct | Safety Compliance | 0.84 | 0.63 | ||||||||||||
| Items | SC3 | SC2 | SC1 | ||||||||||||
| SFL→ | 0.82 | 0.82 | 0.74 | ||||||||||||
| Mean→ | 3.00 | 2.99 | 2.92 | ||||||||||||
| Std. Dev | 1.64 | 1.62 | 1.60 | ||||||||||||
| Construct | Safety Participation | 0.88 | 0.70 | ||||||||||||
| Items | SC3 | SC2 | SC1 | ||||||||||||
| SFL→ | 0.86 | 0.83 | 0.83 | ||||||||||||
| Mean→ | 2.62 | 2.60 | 2.54 | ||||||||||||
| Std. Dev | 1.43 | 1.44 | 1.37 | ||||||||||||
Note: SFL = standardized factor loadings; CR = construct reliability; AVE = average variance extracted.
Discriminant validity results.
| Constructs | CR | AVE | MSV | MaxR (H) | Proactivity | Adaptability | Resilience | Mindful Organizing | Safety Compliance | Safety Participation |
|---|---|---|---|---|---|---|---|---|---|---|
| Proactivity | 0.97 | 0.72 | 0.46 | 0.966 | 0.847 | |||||
| Adaptability | 0.95 | 0.61 | 0.07 | 0.953 | −0.004 | 0.778 | ||||
| Resilience | 0.94 | 0.57 | 0.03 | 0.94 | −0.158 ** | 0.013 | 0.752 | |||
| Mindful Organizing | 0.93 | 0.58 | 0.14 | 0.926 | 0.304 *** | 0.105 † | 0.138 * | 0.762 | ||
| Safety Compliance | 0.84 | 0.63 | 0.31 | 0.844 | 0.412 *** | 0.259 *** | 0.085 | 0.368 *** | 0.796 | |
| Safety Participation | 0.88 | 0.7 | 0.46 | 0.878 | 0.678 *** | 0.081 | −0.04 | 0.341 *** | 0.554 *** | 0.839 |
CR = construct reliability; AVE = average variance extracted; MSV = Maximum Shared Variance; MaxR (H) = McDonald Construct Reliability, * = p < 0.05. ** = p < 0.01, *** = p < 0.001, † = p < 0.100.
Fitness indices for the measurement models.
| Absolute Fitness Indices | Incremental Fitness Indices | Parsimonious Fitness Indices | |||||
|---|---|---|---|---|---|---|---|
| Models | RMSEA | GFI | AGFI | NFI | TLI | CFI | χ2/DOF |
| Model of Workforce Agility | 0.018 | 0.912 | 0.901 | 0.938 | 0.993 | 0.993 | 1.113 |
| Model of Mindful Organizing | 0.032 | 0.978 | 0.963 | 0.98 | 0.99 | 0.995 | 1.367 |
| Model of Safety Performance | 0.001 | 0.997 | 0.991 | 0.997 | 1.01 | 1.000 | 0.472 |
Note: RMSEA = root-mean-square error of approximation; GFI = goodness-of-fit index; AGFI = adjusted goodness-of-fit index; NFI = normed fit index; TLI = Tucker–Lewis index; CFI = comparative fit index; PFI = parsimonious normed-fit index; χ2 (i.e., χ2/degree of freedom).
Path coefficient of the final model.
| Hypotheses | Estimate | S.E. | C.R. |
| Result |
|---|---|---|---|---|---|
| (H1) Proactivity → Mindful Organizing | 0.24 | 0.04 | 6.039 | *** | Supported |
| (H2) Adaptability → Mindful Organizing | 0.092 | 0.047 | 1.983 | 0.047 | Supported |
| (H3) Resilience → Mindful Organizing | 0.156 | 0.045 | 3.483 | *** | Supported |
| (H4) Proactivity → Safety Compliance | 0.303 | 0.048 | 6.367 | *** | Supported |
| (H7) Proactivity → Safety Participation | 0.549 | 0.046 | 11.895 | *** | Supported |
| (H5) Adaptability → Safety Compliance | 0.239 | 0.053 | 4.486 | *** | Supported |
| (H8) Adaptability → Safety Participation | 0.075 | 0.046 | 1.63 | 0.103 | Not Supported |
| (H6) Resilience → Safety Compliance | 0.104 | 0.05 | 2.1 | 0.036 | Supported |
| (H9) Resilience → Safety Participation | 0.044 | 0.044 | 0.995 | 0.32 | Not Supported |
| (H10) Mindful Organizing → Safety Compliance | 0.249 | 0.065 | 3.826 | *** | Supported |
| (H11) Mindful Organizing → Safety Participation | 0.158 | 0.057 | 2.77 | 0.006 | Supported |
Note: *** = p < 0.001, Estimate = standardized regression coefficients, S.E. = standardized error, C.R. = critical ratio.
Standard direct and indirect effects for the mediation model.
| Mediation Effect | Direct Effect X → Y | Indirect Effect | Result |
|---|---|---|---|
| Proactive → Mindful Organizing → Safety Compliance | 0.372 ** | 0.073 ** | Partial Mediation |
| Proactive → Mindful Organizing → Safety Participation | 0.648 ** | 0.045 * | Partial Mediation |
| Adaptability → Mindful Organizing → Safety Compliance | 0.237 ** | 0.023 * | Partial Mediation |
| Adaptability → Mindful Organizing → Safety Participation | 0.177 (ns) | 0.014 * | Full Mediation |
| Resilience → Mindful Organizing → Safety Compliance | 0.112 * | 0.041 * | Partial Mediation |
| Resilience → Mindful Organizing → Safety Participation | 0.045 (ns) | 0.025 * | Full Mediation |
(ns) = p > 0.05 (not significant), * = p < 0.05 (significant), ** = p < 0.01 (significant), X = (dependent variable), Y = (dependent variable).