Introduction
Methods
Study design and participants
Socio-Demographic Characteristics | N | % | |
---|---|---|---|
Gender | Female | 494 | 94.5 |
Male | 29 | 5.5 | |
Age | 20–29 years | 320 | 61.2 |
30–39 years | 144 | 27.5 | |
40 years and above | 59 | 11.3 | |
Marital status | Married | 281 | 53.7 |
Single | 242 | 46.3 | |
Education status | Health Vocational High School (HVHS) | 34 | 6.5 |
Associate degree | 40 | 7.6 | |
Bachelor’s degree | 380 | 72.7 | |
Postgraduate | 69 | 13.2 | |
Professional experience | 1–5 Years | 287 | 54.9 |
6–10 Years | 100 | 19.1 | |
11–15 Years | 68 | 13.0 | |
16 Years and above | 68 | 13.0 | |
Hospital Type | Research and university | 183 | 35.0 |
Government | 180 | 34.4 | |
City | 83 | 15.9 | |
Private and other | 77 | 14.7 | |
Clinic (N: 487) | Internal units | 132 | 27.1 |
Surgical units | 91 | 18.7 | |
Intensive care | 124 | 25.5 | |
Emergency | 52 | 10.7 | |
Pediatrics and obstetrics | 53 | 10.9 | |
Privileged units* | 35 | 7.2 | |
Have you received training or courses on medication safety? | Yes | 414 | 79.2 |
No | 109 | 20.8 | |
Do you think that the principles of medication administration are followed in the clinic where you work? | Yes | 416 | 79.5 |
No | 107 | 20.5 | |
Do you think medication administration in the clinic where you work is carried out according to the hospital’s medication administration rules and procedures? | Yes | 401 | 76.7 |
No | 122 | 23.3 |
Demographic Characteristics | Groups | N | m ± sd | Mean rank | Test Value | P | Difference |
---|---|---|---|---|---|---|---|
Gender* | Female | 494 | 4.11 ± 0.59 | 264.11 | Z= -1.321 | 0.187 | Ø |
Male | 29 | 3.98 ± 0.57 | 225.98 | ||||
Age** | 20–29 years | 320 | 4.07 ± 0.55 | 248.80 | χ2= 7.991 | 0.018 | 40 and over > 20–29 years |
30–39 years | 144 | 4.15 ± 0.61 | 273.94 | ||||
40 years and above | 59 | 4.20 ± 0.72 | 304.42 | ||||
Marital Status* | Single | 281 | 4.06 ± 0.52 | 243.75 | Z= -2.976 | 0.003 | Married > Single |
Married | 242 | 4.15 ± 0.66 | 283.19 | ||||
Education Level** | HVHS | 34 | 4.35 ± 0.40 | 328.43 | χ2=18.332 | 0.000 | HVHS > Bachelor’s degree Postgraduate > Bachelor’s degree |
Associate degree | 40 | 4.18 ± 0.56 | 287.10 | ||||
Bachelor’s degree | 380 | 4.05 ± 0.58 | 245.31 | ||||
Postgraduate | 69 | 4.26 ± 0.68 | 306.62 | ||||
Professional experience ** | 1–5 Years | 287 | 4.02 ± 0.54 | 236.55 | χ2 = 20.932 | 0.000 | 6–10 years = 11–15 years = 16 years and above > 1–5 years |
6–10 Years | 100 | 4.16 ± 0.56 | 276.18 | ||||
11–15 Years | 68 | 4.22 ± 0.65 | 294.16 | ||||
16 Years and above | 68 | 4.25 ± 0.71 | 316.42 | ||||
Hospital Type ** | Research and university | 183 | 4.14 ± 0.54 | 264.29 | χ2= 11.303 | 0.010 | Private and other > Govern. |
Government | 180 | 4.00 ± 0.64 | 236.39 | ||||
City Private and other | 83 77 | 4.16 ± 0.50 4.23 ± 0.65 | 275.14 302.24 | ||||
Clinic (n = 487) ** | Internal units | 132 | 4.15 ± 0.49 | 252.19 | χ2= 8.261 | 0.142 | Ø |
Surgical units | 91 | 4.09 ± 0.60 | 232.19 | ||||
Intensive care | 124 | 4.12 ± 0.53 | 241.87 | ||||
Emergency | 52 | 3.97 ± 0.71 | 212.58 | ||||
Pediatrics and obstetrics | 53 | 4.25 ± 0.69 | 284.75 | ||||
Privileged units* | 35 | 4.02 ± 0.67 | 236.34 | ||||
Have you received training or courses on medication safety? | Yes | 414 | 4.15 ± 0.57 | 273.55 | Z= -3.406 | 0.001 | Yes > No |
No | 109 | 3.93 ± 0.64 | 218.15 | ||||
Do you think that the principles of medication administration are followed in the clinic where you work? | Yes | 416 | 4.17 ± 0.59 | 280.41 | Z= -5.496 | 0.000 | Yes > No |
No | 107 | 3.86 ± 0.54 | 190.41 | ||||
Do you think that medication administration in the clinic where you work is carried out in accordance with the hospital’s medication administration rules and procedures? | Yes | 401 | 4.17 ± 0.57 | 278.84 | Z= -4.620 | 0.000 | Yes > No |
No | 122 | 3.91 ± 0.61 | 206.66 |
Data collection
Procedure
Methodological stage
Descriptive stage
Data Analysis
Descriptive statistics
Item analysis
Validity analysis
Reliability analysis
Ethical considerations
Results
Results of the methodological stage
Indices | Perfect Fit Criterion | Acceptable Fit Criterion | Results of Model 1 | Results of Model 2 |
---|---|---|---|---|
χ2/df (p) | 0–3 | 3–5 | 1921.97/579: 3.32 (p = 0.00) | 1729.14 /575: 3.00 (p = 0.00) |
RMSEA | 0.00 ≤ RMSEA ≤ 0.05 | 0.05 ≤ RMSEA ≤ 0.10 | 0.067 | 0.062 |
CFI | 0.95 ≤ CFI ≤ 1.00 | 0.90 ≤ CFI ≤ 0.95 | 0.098 | 0.99 |
NFI | 0.95 ≤ NFI ≤ 1.00 | 0.90 ≤ NFI ≤ 0.95 | 0.98 | 0.98 |
NNFI | 0.95 ≤ NNFI ≤ 1.00 | 0.90 ≤ NNFI ≤ 0.95 | 0.098 | 0.98 |
RMR | 0.00 ≤ RMR ≤ 0.05 | 0.05 ≤ RMR ≤ 0.08 | 0.045 | 0.042 |
SRMR | 0.00 ≤ SRMR ≤ 0.05 | 0.05 ≤ SRMR ≤ 0.08 | 0.060 | 0.057 |
GFI | 0.95 ≤ GFI ≤ 1.00 | 0.90 ≤ GFI ≤ 0.95 | 0.76 | 0.78 |
AGFI | 0.90 ≤ AGFI ≤ 1.00 | 0.85 ≤ AGFI ≤ 0.90 | 0.72 | 0.74 |
Factor | Item | Parameter significance estimation | Factor Reliability | Item Analysis | |
---|---|---|---|---|---|
PCMM | Std. Estimate | Unstd. Estimate | *SMC (R2) | Item total score correlation | |
1- Planning care in the medication process… | 0.66 | 0.49 | 0.43 | 0.606 | |
4- Detecting adverse reactions in medication…. | 0.70 | 0.59 | 0.49 | 0.663 | |
5- Giving confidence to patients and caregivers in the medication process…. | 0.76 | 0.55 | 0.58 | 0.659 | |
6- Giving a sense of stability through clear and consistent communication with patient… | 0.76 | 0.52 | 0.58 | 0.653 | |
7- Evaluating my nursing practice in the medication process… | 0.83 | 0.57 | 0.68 | 0.735 | |
8- Documentation of assessment, planning, administration of medication, and evaluation of outcomes…. | 0.75 | 0.55 | 0.57 | 0.688 | |
13- Communicating individually according to patients’ condition and level in the medication process…… | 0.78 | 0.54 | 0.61 | 0.711 | |
24- Practicing medication care with responsibility for the safety of patients… | 0.63 | 0.48 | 0.39 | 0.599 | |
26- Effective patient training to help patients speak of the symptoms of adverse effects… | 0.66 | 0.62 | 0.44 | 0.716 | |
ISP | 10- Having a questioning attitude and speaking up when you see something that may be unsafe…. | 0.55 | 0.41 | 0.30 | 0.583 |
19- Establish prevention measures when medication errors or near-misses occur…. | 0.77 | 0.63 | 0.60 | 0.755 | |
22- Trying to create a supportive environment that encourages people to talk about problems when medication errors or near-misses occur…. | 0.77 | 0.69 | 0.59 | 0.746 | |
29- Improving the complex and vulnerable way of medication safety (e.g., incorrect administration practices)… | 0.78 | 0.63 | 0.61 | 0.738 | |
31- Reporting to a nursing manager or supervisor when medication errors or near-misses occur…. | 0.76 | 0.75 | 0.58 | 0.728 | |
32- Analyzing the case to find the root cause of the medication error…… | 0.76 | 0.68 | 0.58 | 0.702 | |
34- Establishing prevention measures when adverse drug events occur… | 0.81 | 0.63 | 0.65 | 0.769 | |
35- Identifying the root cause rather than blaming the individual when medication errors or near-misses occur…. | 0.75 | 0.60 | 0.56 | 0.694 | |
MEF | 3- Administration according to the right way (patient, drug, dose, route, and time)… | 0.67 | 0.43 | 0.45 | 0.631 |
9-Understanding the role of human factors, such as fatigue, that affect medication safety… | 0.65 | 0.50 | 0.42 | 0.619 | |
11-Describing prevention activities for medication safety…… | 0.69 | 0.52 | 0.48 | 0.693 | |
12- Finding information about medication from different sources (e.g., drug information management system, hospital pharmacies, literature information, etc.) …… | 0.67 | 0.56 | 0.45 | 0.652 | |
14- Using information technology and computerized systems (e.g., barcodes, electronic medical records) for medication safety…… | 0.67 | 0.56 | 0.45 | 0.656 | |
18- Understanding the role of environmental factors such as workflow, ergonomics, and resources, which effect medication safety…. | 0.67 | 0.60 | 0.45 | 0.684 | |
SRM | 2-Assess the need for medication by checking patients’ condition and examination results prior to administration… | 0.57 | 0.47 | 0.32 | 0.581 |
15-Managing the medicine according to the hospital’s medication management guidelines (e.g., high-risk medication guidelines) …. | 0.71 | 0.61 | 0.51 | 0.709 | |
16- Coping quickly according to hospital protocol when adverse drug events occur…… | 0.77 | 0.70 | 0.59 | 0.732 | |
21- Coping quickly according to hospital protocol when medication errors or near-misses occur…… | 0.82 | 0.77 | 0.67 | 0.770 | |
25- Reporting the adverse drug events according to the reporting system… | 0.77 | 0.80 | 0.60 | 0.731 | |
28- Reporting to a nursing manager or supervisor when medication errors or near-misses occur… | 0.75 | 0.73 | 0.56 | 0.712 | |
MC | 20- Communicating effectively between multidisciplinary members to address medication safety issues… | 0.75 | 0.71 | 0.56 | 0.698 |
27- Collaborating with other departments (e.g., medicine department, laboratory, another ward, etc.) for medication safety… | 0.73 | 0.71 | 0.53 | 0.671 | |
30-Sharing decision-making between multidisciplinary to address medication safety issues…. | 0.81 | 0.70 | 0.65 | 0.742 | |
33- Collaborating with multidisciplinary professionals to address medication safety issues… | 0.80 | 0.73 | 0.64 | 0.728 | |
RNP | 17- Receiving regular medication safety training…. | 0.46 | 0.55 | 0.21 | 0.459 |
23- Evaluating regularly my knowledge of medication safety…… | 0.74 | 0.60 | 0.55 | 0.746 | |
36- Performing medication care with alertness as a professional… | 0.67 | 0.46 | 0.45 | 0.647 |
Scale and Sub-Scale | m | sd | Correlation coefficients between factors (Discriminant Validity) | Convergent Validity | Internal consistency | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
PCMM | ISP | MEF | SRM | MC | RNP | CR | AVE | α | |||
MSCS | 4.11 | 0.59 | 0.914 | 0.941 | 0.916 | 0.932 | 0.868 | 0.812 | 0.970 | ||
PCMM | 4.25 | 0.57 | 1.00 | 0.76 | 0.53 | 0.903 | |||||
ISP | 4.07 | 0.66 | 0.792 | 1.00 | 0.77 | 0.56 | 0.907 | ||||
MEF | 4.21 | 0.59 | 0.868 | 0.816 | 1.00 | 0.71 | 0.45 | 0.831 | |||
SRM | 4.00 | 0.73 | 0.806 | 0.858 | 0.813 | 1.00 | 0.76 | 0.54 | 0.872 | ||
MC | 3.98 | 0.78 | 0.701 | 0.845 | 0.700 | 0.796 | 1.00 | 0.79 | 0.60 | 0.860 | |
RNP | 3.96 | 0.69 | 0.687 | 0.723 | 0.738 | 0.731 | 0.687 | 1.00 | 0.68 | 0.40 | 0.601 |