Correction: Enhancing nursing documentation in Kazakhstan: assessing utilization and standardization for improving patient care
Bibliographic record
Abstract
Comprehensive medical documentation, particularly nursing documentation, is crucial for patient care continuity and legal purposes (1). The nursing process involves systematic steps, including assessment, problem identification, goal setting, intervention formulation, and execution (2)(3)(4). Nursing documentation has been essential since Florence Nightingale and serves various roles in contemporary healthcare, including continuity of care and legal evidence (5). In Europe, the adoption of standardized nursing terminologies varies, with NNN terminologies widely used but posing challenges for cross-country comparisons. Efforts to standardize nursing language have been ongoing since 1995 through the Association for Common European Nursing Diagnoses, Interventions, and disease outcomes (6). Emphasizing evidence-based practice is crucial for bridging the gap between research and practice, improving patient outcomes, and enhancing healthcare quality while managing costs (7).The Perioperative Nursing Data Set (PNDS) offers a functional tool for documenting patient information in perioperative care, differing from other classification systems like NANDA International Inc, ICNP, or locally developed electronic health records (8). As healthcare evolves into a digital age, personalized and precise healthcare is expected to improve outcomes and cost-effectiveness, reducing unnecessary mass screenings and treatments (9).Increasing medical complexity and patient-centered care challenge clinical nurses, emphasizing the importance of critical thinking for patient safety and high-quality care (10). The American Nursing Association (ANA) encompasses all aspects of nursing care, and deficiencies in nursing documentation quality are attributed to negative attitudes and knowledge gaps (11). Notably, the quality of electronic-based nursing care is not significantly impacted by education level, but lower-educated nurses may seek further education to enhance hospital services. Higher nurse education levels are associated with improved electronic nursing documentation performance (12).In acute care settings, inadequate nursing documentation can harm patient outcomes and even lead to legal action, underscoring the need for strategies to enhance its quality (13,14). Nurse Practitioners have the authority to diagnose, prescribe medication, and order treatments (15), with their role originating in the late 1960s in the United States (16) and late 1970s in Canada (17,18). Moving beyond nursing documentation requires a shift in mindset, recognizing Electronic Health Records (EHRs) as databases, necessitating accurate, relevant, and timely data in the digital age (9). Scientific literature suggests that optimal hospital nurse staffing and higher nursing education levels, such as bachelor's degrees, are associated with lower mortality rates (19). However, understanding the causal mechanisms behind these associations remains a challenge, as nursing is often targeted for cost savings, making efficiency improvements more difficult to achieve (20).Kazakhstan is currently in the early stages of implementing global nursing standards, and there have been no studies conducted to assess the current status of this implementation. As the country progresses in adopting these nursing standards, further research will be essential to evaluate their effectiveness and impact on healthcare practices.The aim of this study was to evaluate the level of utilization of nursing documentation forms and Standard Operating Procedures (SOPs) within the framework of healthcare reform in the Republic of Kazakhstan.Overall, there were 2,263 respondents in this cross-sectional study. During the period between December 2021 and February 2022, a cross-sectional study was conducted in Kazakhstan, involving nurses who 1) graduated from medical colledge (have a technical or vocational education), 2) graduated from a medical university (have a higher education), and 3) completed an applied baccalaureate (equivalent to higher education). The applied baccalaureate is a special 2-year program at a university for nurses who have graduated from college. Upon completion of this program, nurses receive a baccalaureate degree and are equivalent to academic baccalaureates. We used convenience sampling for selecting respondents for the study. Inclusion criteria were voluntary participation in the study, being practical health care nurses and graduates medical college or university. Exclusion criteria were refusal to participate in the study and specialists who did not graduate from higher education institutions. As per the Center for Development of Education and Science, the estimated number of working nurses in 2021 exceeded 175,000. The sample size for the study was determined using the StatCalc-Sample Size and Power calculator [EPI Info], taking into account the population size of 175,000 nurses, an anticipated frequency of 99.99%, a margin of error of 5%, and an estimated effect size of 1.0. Based on these parameters, the calculated sample size was 1,501. However, to account for potential dropouts, a total of 2,277 participants were enrolled. Ultimately, 2,263 nurses agreed to participate in the final online survey, resulting in a response rate of 96.9%.The self-developed questionnaire consisted of 27 questions. The first section included questions related to respondents' social and demographic characteristics, qualifications, knowledge of nursing programs, and nursing practice. Data were analyzed using descriptive statistics such as averages and percentages. Informed consent was sent to responders with survey link, and respondents' completed questionnaire form was equated to consent for the study.The questionnaire was completed in approximately 20-25 minutes. No personal information was collected in order to maintain confidentiality. All data were encrypted and stored electronically in a secure location, and the password was only available to the principal investigator (PI) to ensure confidentiality of study participants.The study data were analyzed using the Statistical Package for the Social Sciences (SPSS) version 20.Categorical variables were presented as frequencies in percentages. To assess the association between categorical variables, Pearson's chi-square test was used. A p-value of 0.05 or lower was considered statistically significant.The Ethics Committee of Semey Medical University with registration № 2, dated 28.10.2020, has approved this study.Out of 2,263 respondents 3.6% were male and 96.4% were female. 75.3% of respondents are nurse practitioners, 2.8% are specialized nurses. The highest qualification category has 44% of respondents (Table 1).Data provides insights into participant awareness across several areas: 64.7% were aware of the pilot program for care services development, 65.8% knew about the introduction of the deputy head position, and 73.8% were familiar with the "extended practice nurse" role in Kazakhstan. Additionally, 81.9% opposed the introduction of a coordinator of nursing services at the regional health department, and 68% were aware of nursing tariffs. Most notably, 62.3% of participants did not receive extra payment for extended services, and 72.9% considered nursing documentation necessary (Table 2). Among those who did not utilize the limb edema measurement checklist, the majority (88.4%) reported not using it. For the urinary catheter placement checklist, 82% of the respondents did not employ it, whereas 18% reported its usage. The majority (64.5%) of participants did not use the checklist for "Nurse's tactics on admission of pregnant/maternity/haemorrhage patient," while 35.5% reported its usage. Similarly, 64.5% of the respondents did not utilize the checklist for "Performing pulse oximetry," and 35.5% reported its usage. Regarding the "Care of patients with bronchial asthma" checklist, 81% of the participants did not use it, while 19% reported its usage. Lastly, the majority (90%) did not use the checklist for "Care of a patient with non-infectious gastroenteritis and colitis (age: 0-18 years)," while 10% reported its usage (Table 3).The utilization of specific documentation (checklists) during the first patient visit as reported by the respondents. The majority (68%) did not utilize the antibiotic susceptibility testing checklist, while 32% reported its usage. Regarding the checklist for "Reception and care of COVID-19 in children and adolescents," 75.7% of the participants did not use it, while 24.3% reported its usage. For the checklist on "Nursing reception and nursing care at the first visit of a patient with signs of ARVI, including COVID-19," 67.8% of the respondents did not utilize it, whereas 32.2% reported its usage. The majority (85.6%) did not use the checklist for "Feeding a critically ill patient through a nasogastric tube," while 14.4% indicated its usage. Regarding the pressure ulcer management checklist, 77.6% of the participants did not utilize it, whereas 22.4% reported its usage. Similarly, the majority (77.1%) did not use the checklist for "Oxygenation with nasal cannula or oxygen mask (oxygen therapy)," while 22.9% reported its usage (Table 4).Tthe frequency of utilization of standard operating procedures among the respondents. The diabetic foot care algorithm for "Hygiene treatment of feet in diabetic patients" was utilized by 26.5% of the participants, while 73.5% did not use it. The examination for "Foot vibration sensitivity in diabetic patients" was used by 13.6%, with 86.4% not using it. The "Foot vascularity study in diabetic patients" was utilized by 11.1% of the respondents, while 88.9% did not utilize it. Similarly, the examination for "Foot tactile sensitivity in diabetic patients" was used by 11% of the participants, with 89% not using it. For "Foot temperature sensitivity examination in diabetic patients," 12.4% reported its usage, while 87.6% did not utilize it. The "Foot examination in diabetic patients" was utilized by 12.3% of the respondents, while 87.7% did not employ it (Table 5).Regarding obstetric and gynecological emergencies, the "Emergency OARIT Nurse Tactics for Severe Preeclampsia and Eclampsia" was used by 18.2% of the participants, whereas 81.8% did not utilize it. The "Nurse Tactics for Obstetric Bleeding in Pregnant Women" was used by 19.2%, and 80.8% did not employ it. In the screening for arterial hypertension, "Taking patient's blood pressure" was used by 62.3% of the respondents, while 37.7% did not utilize it. The examination for "Checking the patient's pulse on the radial artery" was used by 25% of those who utilized it, and 75% did not use it. The "Recognition of White Coat Hypertension by Extended Practice Nurse" was utilized by 15.7% of the respondents, while 84.3% did not employ it. Computer spirometry was used by 9%, compared to 91% of non-users, for activities performed on patients with respiratory diseases. The utilization rate of "Restorative breathing exercises" was 19.6%, while 80.4% did not utilize it (Table 5).The frequency of utilization of standard operating procedures among the respondents for various clinical scenarios. In the management of patients with chronic heart failure, "Measuring the body weight of a patient with CHF" was used by 36.1% of the participants, while 63.9% did not utilize it. Self-care training for patients with CHF was utilized by 20.9% of the respondents, and 79.1% did not employ it. The procedure of "Daily diuresis and assessment of water balance in CHF" was used by 18.6% of the participants, with 81.4% not using it. For "Counselling a CCF patient in need of palliative care," 12.8% of the respondents utilized it, while 87.2% did not employ it. Similarly, the procedure of "Monitoring the condition of a patient with CHF at the end of life" was used by 10.5% of the participants, and 89.5% did not utilize it. Providing individualized care for a patient with end-stage CHF was utilized by 10.8%, and 89.2% did not utilize it (Table 6).In the context of communication, 30.7% of the respondents utilized the "Algorithm of actions of a medical registrar when communicating with a patient," while 69.3% did not use it. The "Rules of interaction with an aggressive or stressed patient" were utilized by 19.6% of the participants, with 80.4% not utilizing it.For assisting children with cerebral palsy, the "Assessment of hand use capacity according to the MACS classification system" was utilized by 9.1%, while 90.9% did not employ it. The utilization of the Communication Function Classification System (CFCS) assessment in children with cerebral palsy was reported by 12.8% of the respondents, while 87.2% did not utilize it. Similarly, the utilization of the Eating and Drinking Capacity Classification System (EDACS) for children with cerebral palsy was reported by 5.3%, and 94.7% did not utilize it.In the context of post-stroke rehabilitation, the Motor Activities Recovery for Cerebral Stroke Patients method was utilized by 10.9% of the participants, and 89.1% did not utilize it. The "Injury and fall prevention" method was utilized by 32.7% of the respondents, while 67.3% did not utilize it. The utilization of "Cognitive rehabilitation for post-stroke patients" was reported by 9.9%, whereas 90.1% did not utilize it. The utilization of physiotherapy for stroke patients was reported by 12.3% of the participants, while 87.7% did not utilize it. Additionally, the utilization of "Mirror therapy for stroke patients" was reported by 9.2%, with 90.8% not utilizing it. Lastly, the assessment of a patient's physical activity level was utilized by 19.1% of the respondents, while 80.9% did not utilize it.Thus, our study was the first in Kazakhstan to examine the reform of nursing documentation. In connection with the step-by-step reform of nursing services in Kazakhstan, the experience of Finnish experts in nursing management is being adopted. The positions of "extended practice nurse", "deputy director of nursing" were introduced, as well as the concepts of "nursing diagnosis", "nursing intervention", "nursing outcome", "nursing documentation" at the legislative level of the country. The organizational structure was changed and the staffing table was amended to introduce new positions in nursing. Clinical nursing guidelines, standards of operating procedures, and nursing documentation forms were developed.Based on the analysis of international experience, different countries have adopted various approaches to nursing documentation. European countries learn from each other's experiences by implementing minimum sets of nursing data based on the International Classification of Nursing Practice. Therefore, during the reform of the nursing service in the Republic of Kazakhstan, it is important to introduce an adapted version of the Clinical Care Classification that is suitable for the country's healthcare system. In Kazakhstan, the National Project for the implementation of a new nursing service model has been underway since 2018. In 2020, the International Classification of Nursing Practice has been adopted but not yet officially approved at the national level. The benefits of the new nursing service model in the Republic of Kazakhstan are the development of nurses' skills according to the level of qualification (8 levels). Each degree in nursing or certification in a specialized nursing program offers new opportunities for career advancement. Also, the implementation of evidence-based medicine has stimulated paid at considerably lower rates (23). We believe that implementation of the adapted international Clinical Care Classification nursing practice classifier at the national level will allow nurses to record nursing interventions/services with subsequent payment for nursing services rendered at the expense of state funding system.Regarding the impact of education level on nursing practice, more than half of the respondents (54.5%) indicated a change in their approach to nursing after completing an applied/academic bachelor's degree. Sibandze and Scafide in their systematic review highlighted that nurses holding bachelor or higher degree showed a deeper awareness and application of professional values compared to nurses with non-academic education (24). This demonstrates the importance of academic learning in development of professional skills and therefore in improving quality of nursing care. However, Mensah et al. observed that certain healthcare institutions faced challenges in implementing specific clinical guidelines, such as universal or daily self-monitoring. Notably, many of these guidelines did not address the potential barriers resulting from resource constraints. Several factors contributing to these challenges were identified, including insufficient training opportunities for nurses, high staff turnover rates, absence of standardized protocols and diagnostic tools, limited availability of consumables and equipment, inadequate funding for healthcare services and treatment (25). In our study, the clinical nursing guidelines most commonly utilized by the respondents were 'Preventing and treating pressure sores' (39%) and 'Preventing falls and reducing injuries caused by falls' (34.3%).However, there is a notable lack of utilization of checklists during initial nursing appointments, particularly for patients with glaucoma (85.8%) and acute stroke (72.5%). Similar study an overall analysis encompassing knowledge and attitude tests, as well as the evaluation of nursing records was conducted by Leoni-Scheiber, Mayer and Müller-Staub.Their findings revealed a relatively low level of nurses' knowledge, a positive attitude, and an average quality of advanced nursing processes. Furthermore, 79% nurses responded that they utilize clinical manuals. This suggests that some nurses do not consistently refer to clinical guidelines (26).Overall, our research underscores the importance of ongoing education and training for nurses in Kazakhstan, particularly in relation to the implementation of international nursing practices and guidelines. Additionally, it emphasizes the necessity for policies that support and encourage the expansion of nursing services. The study's findings offer valuable insights into the current state of nursing practice in Kazakhstan and can serve as a foundation for future policy decisions and interventions aimed at enhancing nursing practice. Furthermore, it highlights the significance of policies that promote and facilitate the growth of nursing services.The study utilized a cross-sectional design, which may not provide a representative sample of the entire nursing population in Kazakhstan. The participants were selected from nurses with technical and vocational education as well as those with applied/academic baccalaureate degrees, potentially excluding other categories of nurses and limiting the generalizability of the findings.The data collected through the questionnaire relied on self-reported responses from the participants. This introduces the possibility of response bias, where participants may provide socially desirable answers or misreport their practices and knowledge regarding nursing documentation and SOPs.The study focused solely on nursing documentation forms and SOPs within the context of healthcare reform in Kazakhstan. Other factors influencing the utilization of these forms, such as organizational policies, management support, and availability of technological resources, were not thoroughly explored, potentially overlooking additional influential variables.The utilization of nursing documentation forms and Standard Operating Procedures (SOPs) in healthcare organizations during the healthcare reform in Kazakhstan is below optimal levels due to various challenges, including resistance to change, limited awareness and training, resource constraints, and organizational culture. However, the implementation of standardized nursing documentation forms and SOPs has shown promising improvements in patient care quality and healthcare outcomes. To improve the situation, recommendations include developing clear guidelines and policies, providing comprehensive training programs for healthcare professionals, allocating for a of and and and the effectiveness of these these healthcare organizations can barriers and enhance patient care and outcomes through improved utilization of nursing documentation forms and
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.126 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.004 | 0.004 |
| Research integrity | 0.009 | 0.012 |
| Insufficient payload (model declined to judge) | 0.051 | 0.021 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".