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عضویت

جستجوی مقالات مرتبط با کلیدواژه "scheduling" در نشریات گروه "پزشکی"

  • Kellia Chiu, Anne Marie Thow, Lisa Bero*
    Background 

    There has been increasing concern over opioid-related harms across the world. In Australia in 2018, codeine-containing products were up-scheduled from over-the-counter access at pharmacies, to requiring a prescription. The drug regulator’s decision to up-schedule was contentious and widely debated, due to the potentially large impact on consumers and healthcare professionals. This study aimed to analyse influences on the codeine up-scheduling policy.

    Methods 

    This retrospective policy analysis used the Advocacy Coalition Framework (ACF) to understand how policy actors with shared beliefs formed adversarial coalitions to shape policy. Data were drawn from documents (regulator policy documents, public submissions, news reports, organisational media releases and position statements) and semistructured interviews with 15 key policy actors. Codes were generated relating to policy processes and actor beliefs; broad themes included the role of health professionals, perceptions of opioids, impact on consumers, and the role of government in healthcare.

    Results 

    Two coalitions in this policy subsystem were identified: (1) supportive [with respect to the up-scheduling], and (2) opposing. The key evident beliefs of the supportive coalition were that the harms of codeine outweighed the benefits, and that government regulation was the best pathway for protecting consumers. The opposing coalition believed that the benefits of codeine accessible through pharmacists outweighed any harms, and consumers should manage their health without any more intervention than necessary. The policy decision reflected the influence of the supportive coalition, and this analysis highlighted the importance of their public health framing of the issue, the acceptability of their experts and supporting evidence, and the perceived legitimacy of the up-scheduling process. 

    Conclusion 

    Understanding these coalitions, their beliefs, and how they are translated through existing policy processes and institutions provides insight for those interested in influencing future health policy. Specific lessons include the importance of strategic frames and advocacy, and engagement with formal policy processes.

    Keywords: Codeine, Opioids, Scheduling, Drug Policy, Advocacy Coalition Framework, Australia
  • Rr.Tutik Sri Hariyati, Hanny Handiyani, Erwin Erwin, Sri Widawati, Welas Riyanto, Rita Herawati, Patricia S. Lasmani, I.Gusti A. Nyoman
    Background

    Nursing care contributes to the safety and the quality of care of patients. During the COVID‑19 pandemic, nurses became frontline care providers.

    Materials and Methods

    A qualitative study was conducted using an online focus group discussion of eight nurse committee members from six hospitals. After the data were collected, the study continued with inductive thematic analysis. The data were organized and extracted to identify meaningful statements and formulate meanings. Inductive thematic analysis was used, resulting in three themes and six subthemes.

    Results

    The themes related to managing the nursing workforce, schedules, rosters, shifts, goals of re‑design staffing, and the nurse‑patient ratio.

    Conclusions

    The management of the nursing staffing was modified to protect nurses during the COVID‑19 pandemic. The nurse manager redesigned workforce planning to ensure a safe environment for nurses.

    Keywords: COVID‑19, nurse manager, staffing, scheduling
  • بهاره رحمانی منشادی، بختیار استادی*، امیر حسین جلالی
    زمینه و هدف

    لیست انتظار لیستی از بیماران انتخابی در صف عمل جراحی است. اگر تقاضا بیش از ظرفیت باشد، لیست انتظار به سرعت رشد می کند که ممکن است منجر به انتظار غیرقابل قبول برای بیماران شود، خصوصا آن هایی که به مراقبت های حاد پزشکی نیاز دارند. کاهش زمان انتظار دریافت خدمات درمانی از جمله جراحی قلب از چالش های نظام سلامت است. مطالعه حاضر با شناسایی راهکاری موثر برای کاهش طول صف بیماران کاندید جراحی قلب انجام شده است.

    مواد و روش ها

    در این مقاله به بررسی و بهبود فرآیند نوبت دهی جراحی قلب باز بیمارستان شهید رجایی با رویکرد شبیه سازی گسسته پیشامد در نرم افزار شبیه سازی Arena پرداخته شد. بعد از طراحی فرآیند، گلوگاه های موجود منجر به مدت زمان انتظار زیاد بیماران شناسایی شد. زمان انتظار و تعداد بیماران ملاقات شده به عنوان تابع هدف تعیین شد و با ارایه سناریوهای بهبود و انتخاب بهترین سناریو جریان بیماران بهبود داده شد.

    نتایج

    نتایج شبیه سازی روی 66 بیمار انتخابی در 7 ماه از مهر 1399 تا 7 اردیبهشت 1400 نشان داده است که سناریو شماره 10 دارای بیشترین بهبود در معیارهای عملکرد است اما به علت محدودیت های سیستم سناریو شماره 2 انتخاب گردید. اجرای این سناریو می تواند مدت زمان انتظار را 40 درصد کاهش دهد و باعث افزایش 21 درصدی تعداد بیماران شود.

    نتیجه گیری

    روش های اولویت بندی بیماران باعث می شوند که بیماران با نیازهای بالاتر خدمات بیشتری را نسبت به افراد با نیاز فوری کمتری دریافت کنند اگرچه مدت زمان انتظار طولانی برای بیماران با نیاز فوری کم را نیز باعث می شود.

    کلید واژگان: شبیه سازی گسسته پیشامد, ضرب الاجل, زمان بندی و برنامه ریزی جراحی, اولویت بندی, جراحی قلب باز
    Bahare Rahmani Manshadi, Bakhtiar Ostadi*, Amirhosein Jalali
    Background

    The waiting list is a list of selected patients in the surgical queue. If demand exceeds capacity, the waiting list grows rapidly, which may lead to unacceptable waiting for patients, especially those in need of acute medical care. Patients waiting for heart surgery are placed on the waiting list for surgery, and sometimes the waiting time is longer than patients expect. Reducing the waiting time for medical services, including heart surgery, is one of the challenges of the health system. In this regard, the present study was performed by identifying an effective solution to reduce the queue length of patients undergoing cardiac surgery.

    Materials and Methods

    In this article, the process of scheduling open heart surgery at Shahid Rajaei Hospital was reviewed and improved with a discrete event simulation approach in Arena simulation software. After designing the process, the existing bottlenecks leading to the long waiting time of the patients were identified. The waiting time and the number of patients visited were determined as the objective function and the patient flow was improved by presenting improvement scenarios and selecting the best scenario.

    Results

    Simulation results on 66 selected patients in 7 months from October 2020 to May 27, 2021 show that Scenario number 10 has the most improvement in performance criteria but is not applicable in practice. Therefore, due to system limitations, Scenario 2 was selected as the best scenario. Implementing Scenario 2 could reduce the waiting time by 40 percent and increase the number of patients visited by 21 percent.

    Conclusion

    Patient prioritization methods allow patients with higher needs to receive more services than those with lower urgent needs, although they also have longer waiting times for patients with lower urgent needs.

    Keywords: Discrete event simulation, Maximum Delay, Surgery planning, scheduling, Priority, Open-heart surgery
  • Iman Hassanzadeh Nodeh, Seyed Hessameddin Zegordi *, Isa Nakhai Kamalabadi, Ali Hosseinzadeh Kashan
    Background and Objectives

    The pharmaceutical supply chain should provide medicines in the right quantity, with the acceptable quality, to the right place and customers, at the right time and with optimum cost. Pharmaceutical companies, the most important player in the pharmaceutical supply chain, have a crucial role. An integrated approach in production planning and scheduling in pharmaceutical companies typically optimizes several consecutive stages in the pharmaceutical supply chain because these companies, are both linked to suppliers and distributors/end users. Hospitals are the most crucial end-user among the end-users because of the necessity of a massive amount of drugs to render service to a large number of patients in hospitals. Intravenous fluids and irrigation solutions help patients maintain the optimal internal temperature and increase comfort in hospitals during procedures like surgery or recovery. In this work, simultaneous production planning and scheduling in a real-world application, a production line of intravenous fluids and irrigation solutions at Darou Pakhsh Pharmaceutical Manufacturing Company is addressed.

    Methods

    A novel mixed-integer linear programming model is formulated for multi-period simultaneous production planning and scheduling. Since the problem is NP-hard in the strong sense, a memetic algorithm is proposed that reduces the computational effort of the problem. The chromosome representation is based on a permutation matrix, and a new algorithm is developed to construct a complete schedule from the permutation matrix through the planning horizon.

    Results

    40 problems were investigated, containing 36 randomly generated instances and four real problems according to the data within the last two years. The generated instances were divided into small-sized, medium-sized, and large-sized instances. Among the 36 instances, 22 instances were optimally solved by both the exact method and the proposed memetic algorithm. The average gap for small-sized, medium-sized, and large-sized instances are respectively 0.00%, -1.15%, and -51.38%, indicating as the size of instances grows, the gap becomes considerable. The exact method could not reach an optimal solution for four real instances. The running time for real instances is expanded to 8 hours. The results revealed that the proposed memetic algorithm significantly outperformed the exact method in obtaining better solutions for real instances.

    Conclusions

    The computational results showed that the proposed memetic algorithm obtained optimal solutions on all the instances solved optimally by the exact method. It outperformed the exact method in other problems. This outperformance becomes more evident as the size of instances grows.

    Keywords: Simultaneous production planning, scheduling, production line of I.V. fluids, irrigation solutions, mixed integer linear programming, Memetic algorithm, Darou Pakhsh Pharmaceutical Manufacturing Company
  • Seyed Hasan Sadeghzadeh
    Background

    Low-energy consumption is a vital concern in E-learning due to high-volume processing and the fact that mobile technologies are usually battery-operated devices.

    Methods

    The method is simulated by developing a discrete-event simulation in C#. The validation of the proposed method is performed on generated task sets as used in similar work. The characteristic of randomly produced tasks is similar to the well-known techniques of task generation in mixed-criticality (MC) systems.

    Results

    The simulation results show that energy consumption can be improved up to 23% in comparison to similar approaches. The most important factor for this satisfaction was the reservation times of critical tasks to further reduce the processor frequency.

    Conclusions

    The internet of thing (IoT) is poised to be one of the most disruptive technologies in E-learning environment. The IoT is a kind of MC system that integrates multiple things with different criticalities into the same platform. Mobile technologies provide education to people through mobile devices. These devices are usually battery-operated and owing to high-volume processing, Low-energy consumption becomes a vital concern in E-learning. Therefore, this paper was discussed about the MC system in general. Finally, the paper was proposed a scheduling technique to minimize the energy consumption of E-learning devices that use the IoT.

    Keywords: E-Learning, IoT, Mixed-Criticality, Mobile Devices, Time Management, Energy Consumption, Scheduling
  • سید جمال الدین طبیبی، بهرام دلگشایی، مریم نیک فرد*
    مقدمه
    عملکرد هیچ بخشی در بیمارستان بیشتر از اتاق عمل بر منابع مالی بیمارستان تاثیرگذار نیست و این واقعیت اهمیت تحلیل کارایی این بخش را دوچندان میکند.هدف از انجام این پژوهش بررسی بهره برداری از ظرفیت برخی اتاقهای عمل جراحی با استفاده از زمانهای ثبت شده در یکی از بیمارستانهای آموزشی دانشگاه علوم پزشکی شهید صدوقی یزد می باشد.
    روش بررسی
    پژوهش حاضر از نوع توصیفی-تحلیلی و مقطعی است که طی آن 151 مورد عمل جراحی عمومی، ارتوپدی، چشم، و گوش و حلق و بینی در 53 روز فعالیت چهار اتاق عمل مورد بررسی قرار گرفتند. اطلاعات با استفاده از ساختار محاسباتی طراحی شده در برنامه2010Excel تحلیل گردید.
    یافته ها
    بر اساس یافته های این پژوهش، بهره برداری اتاقهای عمل ارتوپدی 68%، چشم 61%، جراحی عمومی 89% و ENT 86% محاسبه گردید. از 53 روز بررسی شده، اتاق های عمل 7 روز به طور بهینه، 27 روز کمتر از حد ظرفیت و 19 روز بیش از حد ظرفیت مورد استفاده قرار گرفتند. اتاق های عمل ارتوپدی و چشم کمتر از حد، و اتاق های جراحی عمومی و ENT بیشتر از حد ظرفیت مورد بهره برداری قرار گرفتند.
    نتیجه گیری
    با توجه به اهمیت کارایی اتاق عمل، محاسبه بهره برداری اتاق عمل می تواند اطلاعات مفید و کاربردی را برای مدیران فراهم نماید. پیشنهاد می گردد ضمن ثبت دقیق زمان های شروع و پایان عمل های جراحی در نرم افزار محاسباتی، مطالعات مشابه در ابعاد وسیعترطراحی گردد تا بتوان عملکرد بیمارستانها را در زمان بندی موثر عملهای جراحی و بهینه سازی کارایی اتاق عمل بهبود بخشید.
    کلید واژگان: اتاق عمل, بهره برداری, کارایی, زمان بندی
    Seyed Jamaledin Tabibi, Bahram Delgoshaei, Maryam Nikfard*
    Introduction
    Resource management and efficiency analysis assist the hospitals in controlling the expenses and optimum utilization. Operating room (OR) is a critical department in a hospital and its performance highly affects the financial resources. The current study tried to measure OR utilization at a University Hospital of Shahid Sadoughi University of Medical Sciences in Yazd.
    Methods
    This was a descriptive-analytical and cross-sectional study in which 151 surgeries performed in four ORs were recorded in a total of 53 OR days. Data analysis was carried out using Microsoft Office Excel 2010.
    Results
    OR utilization was measured as 68% for Orthopedics OR, 61% for Ophthalmology, 89% General Surgery, and 86% for ENT. In general, 13400 minutes out of 19080 available min. were used for the surgeries and 1215 min. for turn-over-time or delay between two surgeries. Of the total 53 days, 7 days were used efficiently, 27 days were under-utilized, and 19 days were over-utilized. Data analysis showed that Orthopedics and Ophthalmology rooms were under-utilized, while General Surgery and ENT rooms were over-utilized.
    Conclusion
    Regarding the importance of surgical suites efficiency, calculation of OR utilization could provide valuable and practical information for the managers to efficiently use the hospital resources. Therefore, it is highly recommended to insert the exact start and end time for each surgery in specified software. Further similar studies are suggested with larger records for more effective scheduling of the surgeries and improved OR efficiency.
    Keywords: Operating room, Utilization, Efficiency, Scheduling
  • Afsoon Aeenparast, Faranak Farzadi, Farzaneh Maftoon *, Seyad Hosein Yahyazadeh
    Background
    Appointment scheduling system is a critical component in controlling patients’ waiting time, so can increase the efficiency and timely access to health services. It is also an important determinant of patient satisfaction. The aim of this study was to assess the relationship of using a scheduling system and outpatients’ waiting time in a general teaching hospital in Tehran, Iran.
    Methods
    This was a descriptive-analytical study performed cross-sectionally among outpatients referred to clinics of a non-teaching general hospital in Tehran in 2013. 3836 samples were selected from different stations. The sampling method was stratified randomized. Data were gathered by check lists. SPSS statistical software v.24 was used for data analysis. In addition to descriptive measures, Mann-Whitney non-parametric test and Pearson correlation test were used for data analysis.
    Results
    The mean waiting time at admission was estimated 6.6 minutes. Analysing the waiting time of patients in admission indicated that walk-in patients wait more than scheduled patients for admission (P<0.001).
    Mean waiting time for physician visit was 75.7 minutes. Analysing the differences of waiting time of scheduled and walk- in patients for visit show their waiting time were not different (P= 0.206).
    Conclusion
    The studied appointment system was successfull in controlling patient arrival but failed to control waiting time for physicians visit. It seems that considering physician arrival schedules will be helpful for designing appointment system and reducing outpatients’ waiting time.
    Keywords: Outpatient, Appointment system, scheduling, Waiting time, Non-teaching hospital
  • هادی تقی زاده، امان الله سلطانی، حمد الله منظری توکلی، زهرا زین الدینی میمند
    زمینه و هدف
    یکی از تبیین های اساسی و جدید در درمان ناتوانی های یادگیری خاص، مدل کنش های اجرایی است. هدف از پژوهش حاضر بررسی نقش کنش های اجرایی (انتقال، بازداری، بروز رسانی، عملکرد پیوسته و برنامه ریزی- سازمان دهی) در پیش بینی عملکرد یادگیری دانش آموزان با ناتوانی یادگیری بود.
    روش
    پژوهش حاضر یک مطالعه توصیفی از نوع همبستگی است. جامعه آماری شامل تمامی دانش آموزان مقطع ابتدایی پایه اول تا ششم مبتلابه ناتوانی یادگیری شهر مشهد در سال تحصیلی 95-96 بودند. تعداد 116 دانش آموز از جامعه مذکور با روش نمونه گیری تصادفی به عنوان نمونه مورد مطالعه انتخاب شدند. ابزارهای اندازه گیری مورد استفاده در این پژوهش عبارت اند از: آزمون ویسکانسین (هیتون و همکاران، 1993)، تکلیف پیچیده استروپ (استروپ، 1935)، آزمون برج لندن (شالیس، 1982)، آزمون حافظه فعال (وکسلر، 2003) و آزمون عملکرد پیوسته (رزولد و همکاران، 1956). برای بررسی توان پیش بینی عملکرد تحصیلی از طریق متغیرهای کنش های اجرایی از مدل ساختاری لیزرل استفاده شد.
    یافته ها
    نتایج نشان داد مدل با داده های پژوهش، پرازش مناسبی دارد. نتایج تحلیل ساختاری نیز نشان داد که از میان کنش های اجرایی، متغیر بازداری پاسخ و حافظه فعال سهم بیشتری در پیش بینی عملکرد تحصیلی دانش آموزان ناتوان یادگیری در حوزه خواندن، نوشتن و ریاضی دارند (0/01 ≥p ).
    نتیجه گیری
    بر اساس نتایج پژوهش حاضر، کنش های اجرایی بازداری پاسخ، حافظه فعال و انعطاف پذیری ذهنی به عنوان فعالیت های شناختی مورد نیاز در یادگیری خواندن، نوشتن و ریاضیات ضروری هستند که باید در برنامه های آموزشی و توان بخشی این دانش آموزان مورد توجه قرار گیرد.
    کلید واژگان: ناتوانی یادگیری خاص, انتقال, بازداری پاسخ, برنامه ریزی, سازمان دهی
    Hadi Taghizadeh, Amanallah Soltani, Hamdolla Manzari Tavakoli, Zahra Zeinaddiny Maymand
    Background and
    Purpose
    One of the basic and new explanations for the treatment of learning disabilities is the model of executive functions.The purpose of this study was to investigate the role of executive functions (transfer, inhibition, updating, continuous functioning and planning-organizing) in predicting the learning performance of students with learning disabilities.
    Method
    The present study is a descriptive-correlational study. The statistical population consisted of all primary school students with learning disabilities in Mashhad in the academic year of 2016-2017. 116 students were selected through a random sampling method. Wisconsin test (Heaton et al., 1993), the stroop complex assignment (Stroup, 1935), the London tower test (Shallis, 1982), the working memory test (Wechsler, 2003), and continuous performance test (Rooseveld et al, 1956) were used as research tools. To evaluate the predictive power of academic performance through the variables of executive actions, the LaserL structural model was used.
    Results
    The results showed that the model is fitted with research data. The results of structural analysis showed that among executive functions, response inhibitory variable and active memory have a greater role in predicting the academic performance of students with learning disabilities in reading, writing and math (p
    Conclusion
    Based on the results of this study, executive functions such as responsive inhibition, working memory, and mental flexibility are required as cognitive activities in reading, writing, and mathematics, which should be considered in the educational and rehabilitation curriculum of these students.
    Keywords: Learning disability, transmission, response inhibition, scheduling, organization
  • Tahereh Kashkalani, Mohammadreza Maleki *, Seyed Jamaladin Tabibi, Amir Ashkan Nasiripour
    Background
    No specific model has been developed so far to determine the number of clinical faculty members required for medical schools as the most important and most costly workforce.
    Objectives
    Since any action in this regard needs to understand the current status, this study aimed to identify the factors and variables involved in staffing of medical schools in Iran.
    Methods
    This was an analytical descriptive study conducted with qualitative approach in early 2016. Participants included 15 educational deputies of Medical Sciences Universities in Iran who were selected through purposeful intensity sampling. Data were collected using in-depth interviews and analyzed using inductive qualitative content analysis via seven-stage framework analysis.
    Results
    Five categories of factors were identified to affect the number of clinical faculties in Medical Sciences Universities of Iran, namely “faculties’ functions and range of work”, “characteristics of faculty members”, “features of the faculties’ service delivery location”, “department/major properties”, and “dominating objectives and policies”.
    Conclusions
    A variety of subjective and inaccurate factors are considered for estimating the required number of clinical faculties in Iran among which only a few are the same as criteria for other faculties. The prerequisites that organize the factors and components in the form of a system are: clearly determining the responsibility of clinical education space and then, defining relatively identical financial incentives for various functions of faculty members.
    Keywords: Faculty, Medical Schools, Staffing Requirement (Personnel Staffing, Scheduling), Iran
  • Arezoo Atighehchian, Mohammad Mehdi Sepehri, Pejman Shadpour
    Background And Objectives
    Operating room scheduling is key to optimal operating room productivity. The significant uncertainty associated with surgery duration renders scheduling of surgical operation a challenging task. This paper proposes a novel Stochastic Operating Room Scheduling (SORS) to schedule surgery cases with uncertain durations. The model considers various surgical operation constraints in teaching hospital, including assignment of residents for each surgery under attend supervision, chronologic curriculum plan for training residents, balanced distribution of operations between surgeons, and the infection prevention constraints.
    Methods
    A two-stage mixed-integer programming model (SORS), with the total operating rooms idle time and over time as the objective function was developed. The L-shaped algorithm was used for solving the programming model. The performance of the SORS in proposing optimal scheduling solutions was extensively compared with that of deterministic models as well as the performance of manual scheduling obtained from clinical data.
    Findings
    Our results showed that SORS offers higher performance in proposing operating room scheduling solutions as compared with the deterministic computational approaches. Furthermore, comparison of the SORS-proposed schedules with the practical schedules indicated that SORS can remarkably reduce the operating room idle time and over time, demonstrating the utility of this model in clinical practice.
    Conclusions
    A novel validated computational operating room scheduling model was developed which can potentially be employed to achieve higher operating room efficiency.
    Keywords: Operating room, Scheduling, Stochastic programming, Operation research, Hospital performance, Health care processes
  • کامران حاجی نبی*، امیر اشکان نصیری پور، پرویز زاهدکار، فردین مهرابیان
    مقدمه
    پرستاران بیمارستان نقش اساسی در تداوم مراقبت و ارتقای سلامت دارند و بهره وری سازمان را تحت تاثیر قرار می دهند. آگاهی از دیدگاه پرستاران در مورد ارتباط نوبت کاری با بهره وری منابع انسانی زمینه افزایش بهره وری آنان را فراهم و مدیران را در دستیابی به رسالت اصلی خود یعنی بهره وری بیشتر یاری خواهد نمود.
    هدف
    تعیین ارتباط نوبت های کاری پرستاران با بهره وری منابع انسانی در بیمارستان های دولتی شمال غرب استان گیلان
    روش کار
    این پژوهش مقطعی از نوع توصیفی تحلیلی است جامعه پژوهش پرستاران با مدرک تحصیلی کارشناسی پرستاری و بالاتر بوده که با روش نمونه گیری تصادفی طبقه ای به تعداد 184 نفر انتخاب شدند. ابزار گردآوری داده ها، پرسشنامه ای است که بررسی، روایی آن از طریق روایی محتوا با اخذ نظر اساتید رشته های علوم مدیریت و پرستاری و بررسی پایایی آن از طریق آزمون باز آزمون انجام گرفت. داده های جمع آوری شده با استفاده از آزمونهای توصیفی و تحلیلی (تحلیل واریانس یک طرفه و t استیودنت) درنرم افزار SPSS مورد تجزیه و تحلیل قرار گرفت.
    نتایج
    آزمون آنالیز واریانس یک طرفه نتایج نشان داد که پنج مولفه فرهنگ سازمانی، شرایط محیطی، عوامل انگیزشی، توانمند سازی و شیوه رهبری به طور معناداری تحت تاثیر نوبت کاری قرار دارند. که از بین این عوامل فرهنگ سازمانی بیشترین تاثیر بر روی بهره وری پرستاران در نوبت کاری داشته است. درتمامی عوامل (05/0p-value<)در نظر گرفته شده است.
    نتیجه گیری
    بهره وری نیروی انسانی در نوبت صبح از سایر نوبت ها بالاتر است و نوبت در گردش، عصر کاری و نوبت شب در مراتب بعدی قرار دارند.
    کلید واژگان: پرستاران بیمارستان, بهره وری, کارگزینی و برنامه کارمندان
    Hajinabi K., Nasiripoor A.A., Zahedkar P., Mehrabian F
    Introduction
    Nurses play a fundamental role on continuity of care and health promotion and affect organizational utilization. Awareness of nurses’ viewpoint on relationship between working shifts and human resource utilization provides the possibility of increasing their utilization and helps managers in achieving their major and crucial mission of increased utilization.
    Objective
    This study aims to determine the relationship between nurses’ working shifts and utilizing human resources in state hospitals in northwest of Guilan province.
    Methods
    This research is descriptive analytical cross-sectional study. Study sample included nurses with a Bachelor degree and higher and 184 nurses were chosen by random stratified sampling method. The tool of data gathering was a questionnaire that its validity was obtained through the content validity by grasping the views of Professors of management and nursing and its reliability was attained through test-retest process. The collected data was analyzed using descriptive – statistical test (One-way ANOVA and student T) by SPSS software.
    Results
    Using one-way ANOVA the results showed that five factors of organizational culture، environmental conditions، motivational factors، enabling and leadership style were significantly affected by working shifts. Among these factors، the factor of organizational culture had the most effect on nurses utilization in the working shifts (p<0. 05).
    Conclusion
    Human resource utilization was highest in the morning shifts and then rotating shifts، evening shifts and night shifts were reported.
    Keywords: Nursing Staff, Hospital, Productivity, Personnel staffing, scheduling
نکته
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