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. 2025 Feb 8;24:15. doi: 10.1186/s12938-025-01344-1

Table 3.

The impact of SNIS-SMH usage on nurses’ work stress after 11 months

Variables Total
(n = 226)
SNIS-SMH
(n = 113)
Control
(n = 113)
P-value
I. Professional and work-related issues
Low social status of nursing work 2.54 ± 0.79 2.48 ± 0.81 2.60 ± 0.76 0.239
Limited opportunities for further education 2.16 ± 0.79 2.14 ± 0.78 2.19 ± 0.81 0.675
Low salary and other benefits 2.15 ± 0.71 2.06 ± 0.72 2.24 ± 0.68 0.060
Few promotion opportunities 1.95 ± 0.70 1.94 ± 0.74 1.96 ± 0.67 0.777
Frequent shift changes 2.57 ± 0.87 2.59 ± 0.84 2.54 ± 0.90 0.647
Limited independence in work 1.76 ± 0.77 1.58 ± 0.70 1.95 ± 0.79  < 0.001***
Ambiguity in work division 1.45 ± 0.52 1.38 ± 0.52 1.52 ± 0.52 0.042*
Average scores 2.08 ± 0.39 2.02 ± 0.34 2.14 ± 0.44 0.023*
Dimensional scores 14.58 ± 2.76 14.17 ± 2.37 15.00 ± 3.06 0.023*
II. Workload and time allocation issues
Excessive workload 2.05 ± 0.68 1.93 ± 0.68 2.18 ± 0.67 0.006**
Insufficient number of nurses on duty 2.52 ± 0.82 2.51 ± 0.83 2.52 ± 0.82 0.936
Lack of time for providing psychological care to patients 2.40 ± 0.92 2.07 ± 0.75 2.73 ± 0.97  < 0.001***
Excessive non-nursing tasks 2.36 ± 0.86 2.08 ± 0.70 2.64 ± 0.92  < 0.001***
Excessive paperwork 2.16 ± 0.80 1.96 ± 0.65 2.35 ± 0.89 0.001**
Average scores 2.30 ± 0.53 2.11 ± 0.49 2.48 ± 0.51  < 0.001***
Dimensional scores 11.49 ± 2.66 10.56 ± 2.45 12.42 ± 2.55  < 0.001***
III. Work environment and resource issues
Poor working environment 1.92 ± 1.08 1.81 ± 1.15 2.04 ± 0.99 0.123
Insufficient medical equipment and instruments 2.11 ± 1.08 2.14 ± 1.12 2.08 ± 1.04 0.666
Overcrowded wards 1.95 ± 1.15 1.94 ± 1.14 1.96 ± 1.16 0.908
Average scores 1.99 ± 0.85 1.96 ± 0.87 2.02 ± 0.82 0.602
Dimensional scores 5.98 ± 2.54 5.89 ± 2.62 6.07 ± 2.47 0.602
IV. Patient care issues
Concern about errors and accidents in work 2.04 ± 0.64 1.94 ± 0.52 2.13 ± 0.73 0.022*
Lack of recognition from patients and their families 2.13 ± 0.69 2.15 ± 0.71 2.11 ± 0.67 0.631
High severity of patients' conditions 2.24 ± 0.72 2.22 ± 0.69 2.26 ± 0.74 0.711
Rudeness from patients' families 2.42 ± 0.75 2.44 ± 0.80 2.39 ± 0.69 0.593
Excessive or unreasonable demands from patients 2.26 ± 0.70 2.15 ± 0.62 2.36 ± 0.76 0.022*
Rudeness from patients 2.37 ± 0.69 2.30 ± 0.69 2.43 ± 0.69 0.151
Non-cooperation from patients 2.30 ± 0.66 2.26 ± 0.64 2.34 ± 0.68 0.363
Insufficient knowledge to meet patients' and families' psychological needs 2.02 ± 0.52 1.94 ± 0.43 2.10 ± 0.58 0.020*
Lack of knowledge related to patient education 1.80 ± 0.64 1.69 ± 0.57 1.90 ± 0.69 0.013*
Concern that nursing procedures may cause patient pain 2.00 ± 0.68 1.94 ± 0.63 2.07 ± 0.73 0.145
Sudden death of patients under care 1.57 ± 0.64 1.52 ± 0.58 1.61 ± 0.70 0.303
Average scores 2.10 ± 0.34 2.05 ± 0.30 2.15 ± 0.37 0.021*
Dimensional scores 23.12 ± 3.76 22.55 ± 3.34 23.70 ± 4.06 0.021*
V. Management and interpersonal relationship issues
Lack of understanding and respect from other healthcare staff 1.77 ± 0.67 1.72 ± 0.67 1.81 ± 0.66 0.275
Insufficient understanding and support from nursing managers 1.55 ± 0.55 1.55 ± 0.57 1.56 ± 0.53 0.904
Excessive criticism from nursing managers 1.52 ± 0.51 1.49 ± 0.50 1.55 ± 0.52 0.362
Excessive scrutiny from doctors regarding nursing work 1.43 ± 0.50 1.34 ± 0.47 1.52 ± 0.50 0.005**
Lack of understanding and support among colleagues 1.45 ± 0.54 1.47 ± 0.57 1.43 ± 0.52 0.624
Conflicts with nursing managers 1.34 ± 0.47 1.31 ± 0.46 1.37 ± 0.49 0.328
Difficult working relationships with certain ward nurses 1.38 ± 0.49 1.39 ± 0.49 1.38 ± 0.49 0.892
Conflicts with doctors 1.43 ± 0.57 1.39 ± 0.51 1.48 ± 0.63 0.245
Lack of a cooperative and friendly atmosphere among colleagues 1.35 ± 0.48 1.35 ± 0.48 1.36 ± 0.48 0.782
Average scores 1.47 ± 0.34 1.44 ± 0.31 1.50 ± 0.36 0.237
Dimensional scores 13.23 ± 3.03 12.99 ± 2.81 13.47 ± 3.24 0.237
Total average score 1.95 ± 0.31 1.89 ± 0.28 2.02 ± 0.32 0.002**
Total scores 68.41 ± 10.81 66.16 ± 9.82 70.65 ± 11.32 0.002**

Results are expressed as mean ± standard deviation

SNIS-SMH smart nursing information system based on 5G medical private network and supporting mobile hardware

*p < 0.05

**p < 0.01

***p < 0.001