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Translation and psychometric testing of the Persian Version of nurses’ ethical decision-making in End-of-Life Care Scale
BMC Nursing volume 23, Article number: 316 (2024)
Abstract
Background
Ethical decision-making in end-of-life care is one of the most challenging aspects of healthcare: providing ethical care to the society is one of the most important responsibilities of healthcare professionals. In order to assess nurses’ ethical decision-making in end-of-life care, researchers need a specialized and comprehensive instrument which is sufficiently valid and reliable. The present study was conducted to translate and test the psychometric properties of the Persian version of Nurses’ Ethical Decision-Making in End-of-Life Care Scale (NEDM-EOLCS).
Methods
This is a cross-sectional, multi-centric study with a methodological design The participants were selected via convenience sampling from five hospitals located in Iran. In total, 1320 nurses (660 for exploratory factor analysis and 660 for confirmatory factor analysis) participated in the study. The original NEDM-EOLCS was translated into Persian and subsequently the psychometric properties of the scale were assessed according to COSMIN criteria.
Results
Exploratory factor analysis (EFA) showed the factor loading of the 55 items to be between 0.62 and 0.88, all of which were significant. Also, exploratory factor analysis showed that 3 factors (perceived professional accountability, moral reasoning/moral agency and moral practice) explained 74.51% of the variance. Confirmatory factor analysis (CFA) results verified the good fit of the data (a chi-square of 21.74, df = 7, P = 0.001) RMSEA = 0.01, CFI = 0.96, NFI = 0.95, and TLI = 0.97). The reliability of the scale was measured in terms of its internal consistency and the Cronbach’s alpha of the whole instrument was found to be 0.98.
Conclusion
The Persian version of NEDM-EOLCS for nurses is sufficiently valid and reliable. Thus, this instrument can be used to measure nurses’ ethical decision-making in end-of-life care and identify the most effective strategies, e.g. educational interventions, to improve ethical decision-making skills in end-of-life care in these healthcare professionals as necessary.
Introduction
Changes in the burden of diseases in the past century have led to the emergence of new, hard-to-treat, and chronic diseases in many societies today. Many individuals require advanced medical care at different times of their illnesses or lives [1]. Despite various physical and psychological complications caused by their illness, many patients continue to live, but they are deprived of a normal, active life and their existence depends on certain medical devices and special cardiopulmonary care. These patients are known as end-of-life cases [2]. Every year, approximately 56 million deaths occur worldwide, 85% of which happen in developing countries [3]. According to World Health Organization (WHO), approximately 56.8 million of the world’s population are in need of palliative care, 25.7 million of whom are in the last few years of their lives [4]. Many professional care providers and family caregivers are involved in caring for terminally ill patients, underscoring the significance of end-of-life care in healthcare systems [2]. Studies show that most patients are not willing to make decisions about their care in their end-of-life stage and most of the decisions related to Do-Not-Resuscitate (DNR) are made by their care providers or family members [5, 6]. Many other patients spend most of their time following various treatments to live longer, even if their chances of recovery are very little [7]. Yet, the number of patients who want to die in peace is noteworthy [7]. Since nurses are in closest proximity to patients and their families, they can explain the objectives of treatments and the status quo to the patients and their families and help them express their preferences [8]. Thus, they play a crucial part in improving the perspective of patients in the end-of-life stage [6].
Research shows that work overload, patients’ families’ unrealistic expectations, and insufficient training in end-of-life care impede nurses from understanding the needs of their patients and establishing an effective relationship with them [9]. The quality of end-of-life care depends on how nurses perceive their role as a care provider in this situation and how likely they are to take the right measures from their patients’ perspective [8]. Making the right decision in end-of-life care is usually very challenging [10], as it directly impacts the life and death of the patient [11]. Such ethical challenges as the uselessness of treatment, lack of doctors, encounters with dying patients, and shortage of workforce can influence decision-making for patients in end-of-life stage [10]. Failure to manage these ethical conflicts can expose nurses to great stress [12] and reduce the quality of care provided by them [13]; therefore, the process of ethical decision-making by nurses should be carefully examined. Ethical decision-making by nurses is a sequential process which includes professional responsibility and such ethical elements as ethical sensitivity, judgment, motivation and behavior, which, in turn, follow ethical reasoning [8]. A study by Goethals shows that this decision-making process cannot be regarded as an exclusively cognitive process as it is affected by personal factors, including personal values, experience, knowledge, and skill, and underlying values, including the opinions and expectations of one’s peers and family and the doctors [14]. According to, Botes when they are making ethical decisions, nurses do not exercise critical thinking, indicating that nurses are not sufficiently prepared to cope with ethical issues [15].
Studies report that nurses’ awareness of their ethical responsibilities in nursing care is increasing; however, they have difficulty in identifying ethical issues and determining a proper way to deal with them [14, 16]. Evaluation of ethical decision-making and its subscales depends on reliable and valid instruments designed in the context of different cultures [17, 18].
Crisham (1981), developed the nursing dilemma test (NDT): The nurses’ moral reasoning, decision-making, practical considerations, and familiarity with moral dilemmas were measured by this questionnaire. However, this tool covers only some ethical dilemmas in end-of-life care and may not address other aspects of ethical care and decision-making in patients at the end of life that require further investigation. Therefore, the need for an accurate, comprehensive, and dedicated tool to assess nurses’ level of ethical decision-making in end-of-life care is becoming increasingly apparent [19]. Huang (2020), developed and Psychometric properties of the Chinese of the End-of-Life Decision-Making and staff Stress Questionnaire. Although the instrument used in this study assesses aspects of ethical care and decision-making, including ethical sensitivity, it cannot comprehensively and specifically assess nurses’ ethical decision-making in end-of-life care. Therefore, there is a need for an accurate and comprehensive tool in this area [20].
A literature review reveals limited research on nurses’ ethical decision-making in end-of-life care in Iran over the past decade (2013–2023). While some studies have explored ethical decision-making, such as, Khaghanizadeh’s, et al. (2023) investigation of the effect and comparison of training in ethical decision-making through lectures and group discussions on moral reasoning, moral distress and moral sensitivity in nurses [21] and, Jamshidi’s, et al., study of the effects of an ethical empowerment program on critical care nurses’ ethical decision-making [22], However, the studies did not employ a comprehensive tool to measure nurses’ ethical decision-making in end-of-life care, which highlights the need for a valid and specific tool to assess the level of nurses’ ethical decision-making in this area.
In 2010, Kim et al. developed and tested the Nurses’ Ethical Decision Making around End of Life Care Scale (NEDM-EOLCS) to assess nurses’ ethical decision-making skills in caring for dying patients. The scale consists of 55 items which are scored on a 6-point Likert scale and addresses perceived professional accountability (28 items), moral reasoning/moral agency (13 items), and moral practice (14 items), which makes it superior to a one-dimensional instrument. Higher scores indicate better ethical decision-making skills [23].
Valid instruments developed based on ethical perspectives, cultural variations, and distinct domains and variables are essential to enhancing knowledge about ethical decision-making in end-of-life care. Such instruments can contribute to an understanding of what is needed to improve nurses’ competence in caring for patients who require end-of-life care. So far, there has not been a specialized and comprehensive tool suitable for use in the cultural context of Iran for evaluating nurses’ ethical decision-making in end-of-life care. Given the paramount importance of assessing and evaluating the ethical decision-making capabilities of healthcare professionals entrusted with the care of end-of-life adolescent patients, the absence of a valid and reliable tool in the Iranian context presents a significant challenge. The design and development of tools, particularly psycho-cognitive scales, are demonstrably influenced by a complex interplay of factors, including beliefs, values, cultural norms, and religious frameworks. Consequently, the application of such instruments to a population or society with a distinct cultural identity necessitates a rigorous process of psychometric adaptation tailored to the specific sociocultural context. In addition, cultural differences between different societies necessitate the translation and psychometric evaluation of NEDM-EOLCS in different cultures. Accordingly, the present study was conducted to translate and measure the psychometric properties of the Persian version of NEDM-EOLCS.
Methods
Research design
Conducted from February 2022 to August 2022, the present study used a cross-sectional, multi-centric study with a methodological design to evaluate nurses who were in practice in hospitals located in Fars Province, south of Iran. After obtaining the necessary ethical code and permits, and coordinating with the hospital president and manager, the researcher entered the hospital wards during various work shifts. The researcher then provided the nurses of each ward with clear explanations about the purpose and methodology of the research. If the nurses agreed to participate in the study, they were given the questionnaires. The researcher provided necessary explanations to the nurses if they had difficulty understanding the questionnaire. Finally, the researcher collected the completed questionnaires from the nurses.
The researchers used COSMIN (Consensus-based Standards for the selection of health Measurement Instruments) criteria to measure the psychometric properties of NEDM-EOLCS: content validity, reliability (internal consistency and stability) and construct validity (exploratory factor analysis and confirmatory factor analysis) [24].
Sample size, inclusion and exclusion criteria
For evaluation of the psychometric properties of the scale, the researchers used the number of inventory sections to determine sample size, which was set at 10 subjects per item [25]. However, in the present study, about 12 respondents per item were recruited to enhance the accuracy of exploratory and confirmatory factor analyses. The participants were selected via convenience sampling from five hospitals located in Iran. In total, 1320 nurses (660 for exploratory factor analysis and 660 for confirmatory factor analysis) participated in the study. The nurses recruited for exploratory factor analysis were different from the nurses recruited for confirmatory factor analysis. The inclusion criteria were: being willing to participate in the study and having at least one year’s experience of professional practice. All the participants completed the informed consent form of the study. The participants who were not willing to continue participating for any reason or did not complete the questionnaires were excluded.
Nurses’ ethical decision-making in end-of-Life Care Scale (NEDM-EOLCS)
Developed and tested by Kim et al. [23], the NEDM-EOLCS measures nurses’ ethical decision-making skills in caring for dying patients. The scale consists of 55 items and three subscales: perceived professional accountability (28 items), moral reasoning and moral agency (13 items), and moral practice (14 items). The study by Kim et al. showed that the Korean version of NEDM-EOLCS was adequately reliable: they reported that the Cronbach’s alpha coefficients of the 3 subscales of the scale were between 0.84 and 0.94 and the intra-class correlation coefficient (ICC) of the whole scale was 0.90.
Translation and cultural adaptation
The questionnaire was translated after the corresponding author (MB), obtained permission from the developers of the scale. Translation was carried out based on the translation and cross-cultural adaptation guidelines by Beaton et al. [26]. The English version of NEDM-EOLCS was translated into Persian using the forward-backward approach in six stages: (1) in the forward translation stage, two bilingual translators, native speakers of English and Persian and also familiar with the Iranian culture, translated the English script into Persian; (2) then the two translations were examined by two other translators and the research team and synthesized into a single script; (3) in the backward stage, a bilingual translator translated the Persian version of the questionnaire, from the previous stage, from Persian into English; (4) in the expert committee stage, a group consisting of instrument development experts, nurses, doctors and translators reviewed the translated versions of the questionnaire from the previous stages and unanimously agreed on a final version; (5) next, the final version was evaluated by 50 nurses who were randomly selected and asked to assess the Persian scale (their feedback was used to revise and improve the scale); (6) finally, the psychometric properties of NEDM-EOLCS were measured using COSMIN criteria, including face validity, content validity, reliability (internal consistency and stability) and construct validity.
Face validity
Qualitative face validity
In 15 face-to-face interviews with nurses and nursing and instrument development experts, the difficulty level, suitability, and relevance of the items on NEDM-EOLCS were evaluated.
Quantitative face validity
For quantitative face validity, 15 nurses were asked to rate the significance of each item on the scale on a 5-point Likert scale (1 = Not important at all to 5 = Very important). Subsequently, the impact score of each item was calculated and the items whose impact score was greater than 1.5 were retained [27].
Content validity
Qualitative content validity
In this stage, 15 nursing and instrument development experts (ten of the experts had a PhD in nursing and five had a master’s degree) and 15 nurses who were practicing in hospitals were provided with the translated version of NEDM-EOLCS. They were asked to assess the scale items in terms of syntax, phrasing, clarity, and compatibility with the Iranian culture.
Quantitative content validity
Content validity ratio (CVR) was evaluated by a team of experts who were asked to rate the relevance and necessity of the items on a 3-point Likert scale (1 = Unnecessary to 3 = Necessary). The content validity of each item was calculated in this manner. As for content validity index (CVI), 30 subjects were provided with the revised version of NEDM-EOLCS and asked to score each item in terms of simplicity, clarity, and relevance on a 4-point Likert scale (1 = Irrelevant to 4 = Relevant) [28]. Next, the CVI of each item and the total CVI of the scale were calculated. In the present study, CVRs of greater than 0.33 and CVIs of greater than 0.8 were considered appropriate.
Construct validity (exploratory factor analysis and confirmatory factor analysis)
The purpose of exploratory factor analysis (EFA) is to assess construct validity to ensure that an instrument actually measures what it has been designed to measure. In the present study, EFA was executed using Varimax rotation. To achieve optimum construct, the researchers set eigenvalues at greater than 1 and factor loading at greater than 0.4. Sampling adequacy was tested using Kaiser–Meyer–Olkin (KMO) and Bartlett’s tests. KMO values should be above 0.7 and the Bartlett’s test value should be less than 0.05 (p < 0.05) [29]. If the factor loading of an item was less than 0.4, that item was eliminated. In this study, 12 nurses were selected per item; therefore, 660 nurses participated in the evaluation of the exploratory factor analysis of the scale. The results showed that the factor loading of each item was greater than 0.4; thus, none of the items was eliminated.
Confirmatory factor analysis was implemented using 660 practicing nurses other than the ones who were involved in the exploratory factor analysis stage. The researchers used AMOS (v. 21.0) for confirmatory factor analysis. Several indexes were used to measure the usefulness of the model: a Goodness of Fit (GFI) of greater than 0.90, a root mean square error of approximation (RMSEA) of less than 0.08, a Tucker Lewis Index (TLI) acceptable at greater than 0.90, and a comparative fit index (CFI) acceptable at greater than 0.9026 [30].
Reliability
The reliability of NEDM-EOLCS was determined using the methods for measuring internal consistency (Cronbach’s alpha) and stability (test-retest). Cronbach’s alpha was calculated for 660 subjects, and values of above 0.7 were regarded as acceptable [31]. As for measuring internal consistency via the test-retest method, the intraclass correlation (ICC) between the data collected from 200 practicing nurses with a two-week interval was calculated. If the ICC of an instrument is greater than 0.80, it indicates that the consistency of the instrument is satisfactory [32].
Ethical considerations
The principles of the revised Declaration of Helsinki, which is a statement of ethical principles that direct physicians and other participants in medical research involving human subjects, were considered in all parts of the present study. All participants signed the informed consent to participate in the study. The participants were assured that all their personal information would remain confidential, and that they were free to withdraw at any stage of the study. We provided them with sufficient information as to the anonymity and confidentiality of their information. Moreover, the Research Ethics Committees of Fasa University of Medical Sciences, Fars, Iran approved the study with the code of IR.FUMS.REC.1401.216.
Results
The participants of the present study consisted of 1320 nurses who were practicing in hospitals located in Fars province, south of Iran. The majority of the nurses were female (65%), the nurses’ ages ranged from 21 to 52 years, with a mean of 39.05 ± 6.89 years, and their average work experience was 10.36 ± 5.44 years. The other demographic characteristics of the participants are shown in Table 1.
Qualitative content validity
Face validity
At this stage of the study, the nurses and nursing and instrument development experts who participated in the study stated that all the items on the scale were simple, clear, and relevant to the subject of the study. Moreover, the impact factor of all the items was above 1.5.
Quantitative content validity
In qualitative evaluation of content validity, 30 of the nurses suggested that six items (items 5, 7, 21, 23, 27, and 48) should be revised to become more clear and comprehensible. After being revised, the items in question were reexamined and verified by a panel of experts. CVR was calculated based on the experts’ rating of the necessity of the items. According to Lawshe table, the acceptable value of CVR is 0.33 and above. The CVR of all the items on NEDM-EOLCS ranged from 0.79 to 1; thus, none of the items was eliminated. The CVI of each item was also calculated and was found to range from 0.89 to 1. The SCVI/Average of the scale equaled 0.97. Finally, the Modified Kappa Scale Content Validity Index/Average was determined to be 0.89, respectively.
Construct validity
The first step in exploratory factor analysis is determining the value of KMO. The KMO of the present scale was found to be 0.985, which confirmed sampling adequacy for analysis. The factor loading of all the items was above 0.50; thus, none of the items was eliminated. The factor analysis results showed that three factors explained 74.51% of the total variance of the scale (χ2 = 32763.483; P < 0.001). The scree plot confirmed three factors for the scale (Fig. 1). Also, the results showed that the factor loading of the items ranged from 0.55 to 0.84 (the factor loadings are shown in Table 2).
Confirmatory factor analysis
The confirmatory factor analysis resulted in a model with three factors: professional accountability (28 items), moral reasoning (13 items), and moral practice (14 items). The correlation of factors 1, 2, and 3 with the entire scale was 0.94, 0.92, and 0.91, respectively. In addition, a chi-square of 21.74, df = 7, P = 0.001) indicated good fitness of the model. The Goodness of Fit Index (GFI) equaled 0.94, showing that the one-dimensional model of PTES constructs fitted well in the present study. The other indices measured in this model were the following: RMSEA = 0.01, CFI = 0.93, NFI = 0.95, and TLI = 0.94. All the tested indices confirmed that the extracted model fitted well (Fig. 2).
Reliability (internal consistency and stability)
Internal consistency
The internal consistency of the scale equaled a Cronbach’s alpha of 0.98, indicating that the scale had satisfactory internal consistency (Table 3).
Stability
The intra-class correlation coefficient across the 55 item-instrument was 0.92, which indicates the appropriate internal consistency of this questionnaire (Table 4).
Determination of the ease of use of the questionnaire
To determine the ease of use of the questionnaire, the researchers measured the average time required to complete the questionnaire, which was found to be nine minutes (the range was from 8 to 10 min). The rate of nonresponse was less than 5%.
Discussion
The present study was conducted to translate and evaluate the psychometric properties of a Persian version of NEDM-EOLCS for clinical nurses in Iran. The findings of the study showed that, as with the original version of the scale, the Persian version of NEDM-EOLCS was sufficiently valid and reliable. Evaluation of the face validity of the scale found that all the 55 items had an impact score of greater than 1.5; thus, none of the items was eliminated. Evaluation of the content validity of the scale showed that the CVR of the items ranged from 0.76 to 1, which is considered a satisfactory value [27]. The I-CVI of the scale was found to be between 0.80 and 1, and S-CVI was a satisfactory 0.94 [28]. In their study, Kim et al. did not measure the face validity and content validity of the scale, which is one of the strengths of the present study.
In the present study, the results of exploratory factor analysis showed that 3 factors explained 74.51% of the variance and the factor loading of the items ranged from 0.62 to 0.89, which is a satisfactory level. Similarly, Kim et al. reported that the results of exploratory factor analysis showed that the 3 subscales of the Korean version of NEDM-EOLCS accounted for 44.50% of the variance and the factor loading of the items was between 0.57 and 0.88, which is considered satisfactory [23]. In confirmatory factor analysis, the average extracted variance values were 0.72 to 0.87, and the model fitting indexes were all in an acceptable range.
The results of the study showed that the Persian version of NEDM-EOLCS possesses a satisfactory degree of reliability: The Cronbach’s alpha of the 3 subscales of the scale ranged between 0.96 and 0.98, and the Cronbach’s alpha of the whole instrument was found to be 0.98. Moreover, the intra-class correlation coefficient (ICC) of the entire scale was a satisfactory 0.92 [31]. Similarly, the study by Kim et al. showed that the Korean version of NEDM-EOLCS was adequately reliable: they reported that the Cronbach’s alpha coefficients of the 3 subscales of the scale were between 0.84 and 0.94 and the intra-class correlation coefficient (ICC) of the whole scale was 0.90. The present study investigated the presence of ceiling and floor effects within the newly developed questionnaire administered to nurses. These effects, if unaddressed, can significantly compromise the reliability of a measurement tool. In essence, the absence of ceiling and floor effects prevents the accurate evaluation of individuals at the extreme ends of the scoring spectrum, consequently diminishing the overall reliability of the instrument. Notably, prior research has failed to report any data pertaining to the ceiling and floor effects associated with existing tools in this domain.
Mohammadi, et al. (2024) developed a novel instrument to assess the moral intelligence of healthcare professionals specifically within the high-pressure environment of the cardiac operating room in Iran. This scale, comprised of 30 items, operationalizes the construct of moral intelligence through three distinct dimensions: moral sensitivity, moral commitment, and moral courage. The instrument demonstrates evidence of both face and content validity, ensuring that the items accurately reflect the intended construct and are relevant to the target population. Additionally, exploratory validity analyses reveal item factor loadings ranging from 0.608 to 0.923, indicating a strong association between individual items and their underlying dimensions. Furthermore, confirmatory factor analysis provides support for the hypothesized structure of the scale, and reliability estimates for each of the three dimensions range from 0.93 to 0.95, exceeding established thresholds for acceptable internal consistency. Although this study addressed aspects of ethical care, the instrument designed in this study examines moral intelligence in operating room personnel and is therefore not suitable for Nurses’ Ethical Decision-Making in End-of-Life Care [33]. Asahara et al. (2013) developed a multidimensional scale to evaluate moral competence among nurses in the Japanese home care setting. The instrument consists of 45 items and measures moral competence through five dimensions: moral sensitivity, moral judgment, moral motivation, moral personality, and moral decision-making. The scale demonstrates evidence of face and content validity, ensuring that the items accurately reflect the intended construct and are relevant to the target population of home care nurses. Exploratory factor analysis further reveals moderate to strong associations between individual items and their underlying dimensions, with item factor loadings ranging from 0.41 to 0.93. Additionally, confirmatory factor analysis supports the hypothesized structure of the scale. Reliability estimates for each of the five dimensions range from 0.78 to 0.93, which exceeds the established thresholds for acceptable internal consistency. While this study addressed aspects of ethical decision-making, the instrument designed in this study examines the moral competence of nurses in home care and is therefore not specifically and comprehensively tailored to the assessment of Nurses’ Ethical Decision-Making in End-of-Life Care [34].
Limitations
The target population of the present study was nurses, and nursing students were not included. It is suggested that future studies explore nursing students’ views as well. Also, in view of cultural differences between different countries, it is suggested that NEDM-EOLCS be translated and tested in other countries. Since the scale was originally developed in Korea and evaluated only in that country, in the present study, the researchers could compare their findings to Kim’s study only, which is one of the limitations of the study. In the present study, long questionnaires yield higher Cronbach’s alpha values due to the increased number of items. This is because having more items often leads to higher inter-item correlation, and consequently, greater internal consistency. However, it is possible that participants may have chosen similar options for various reasons, such as social desirability bias or acquiescence bias. This factor should be considered as a limitation, and its implications for the interpretation of the Cronbach’s alpha value should be acknowledged.
Strengths
A wide range of nurses participated in the present study and the scale was evaluated comprehensively. However, in the Korean study by Kim et al., where the scale was first developed, content and face validity were not measured and confirmatory factor analysis was not executed.
Conclusion
The Persian version of NEDM-EOLCS is sufficiently valid and reliable. Thus, nurse managers can use this scale to measure nurses’ ethical decision-making in end-of-life care and identify the most effective strategies to improve ethical decision-making skills in nurses.
Availability of data and materials
The datasets generated and/or analysed during the current study are not publicly available due to the necessity to ensure participant confidentiality policies and laws of the country but are available from the corresponding author on reasonable request.
Abbreviations
- NEDM-EOLCS:
-
Nurses’ Ethical Decision-Making in End-of-Life Care Scale
- COSMIN:
-
Consensus-based Standards for the selection of health Measurement Instruments
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The authors would like to appreciate Fasa University of Medical Sciences & Clinical Research Development Unit of Fasa Valiasr hospital for financially supporting this research.
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MB, and EP, was involved in the conception and organization of the study. MB, EP, and FM were involved in the execution and data collection of the study; MB, HS and FA participated in statistical analysis design and/or execution. MB and EP, prepared the first draft of the manuscript. All authors contributed to the preparation, critical review and all of them approved the final manuscript.
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The principles of the revised Declaration of Helsinki, which is a statement of ethical principles that direct physicians and other participants in medical research involving human subjects, were considered in all parts of the present study. All participants signed the informed consent to participate in the study. The participants were assured that all their personal information would remain confidential, and that they were free to withdraw at any stage of the study. We provided them with sufficient information as to the anonymity and confidentiality of their information. Moreover, the Research Ethics Committees of Fasa University of Medical Sciences, Fars, Iran approved the study with the code of IR.FUMS.REC.1401.216.
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Pourshahri, E., Mohammadi, F., Shareinia, H. et al. Translation and psychometric testing of the Persian Version of nurses’ ethical decision-making in End-of-Life Care Scale. BMC Nurs 23, 316 (2024). https://doi.org/10.1186/s12912-024-01981-2
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DOI: https://doi.org/10.1186/s12912-024-01981-2