fa طراحی مدل پیش بینی شاخص بهینگی تخت های بخش مراقبت های ویژه بیمارستانهای نظامی شهر تهران با استفاده از یادگیری ماشینی عمومى General پژوهشي Research <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span style="direction:rtl"><span style="unicode-bidi:embed"><span sans-serif="" style="font-family:Calibri,"><b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مقدمه</span></span></b><b><span lang="FA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">:</span></span></b> &nbsp;<span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">وری و بهینگی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستانی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مواردی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">است</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">که</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">برای</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ایجاد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مدیریت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کارآمد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بسیار</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">حیاتی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">است</span></span><span dir="LTR" style="font-size:14.0pt"><span b="" mitra="" style="font-family:">. </span></span><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">این</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مطالعه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مندی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستانی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">دریک</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نظامی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شهر تهران</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">با</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">استفاده</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">یادگیری ماشینی مورد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بررسی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">قرار</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">گرفت</span></span><span dir="LTR" style="font-size:14.0pt"><span b="" mitra="" style="font-family:">.</span></span><span dir="LTR" style="font-size:14.0pt"><span style="font-family:"Cambria","serif""></span></span></span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span style="direction:rtl"><span style="unicode-bidi:embed"><span sans-serif="" style="font-family:Calibri,"><b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">روش کار:</span></span></b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:"> مطالعه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">حاضر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">روش</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">توصیفی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">سال 1401</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">انجام</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شد. با</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">استفاده</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">داده های</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">آماری</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستان نظامی،</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بررسی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">میدانی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">و</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">جای گذاری</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">آن</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شاخص</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">پیشنهادی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">این</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مطالعه،</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره مندی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستانی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">برای</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">تخت های بخش های مراقبت ویژه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">(</span></span><span dir="LTR" style="font-size:14.0pt">ICU1</span><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">، </span></span><span dir="LTR" style="font-size:14.0pt">ICU2</span><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">، </span></span><span dir="LTR" style="font-size:14.0pt">ICU3 </span><span lang="FA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">و</span></span><span dir="LTR" style="font-size:14.0pt">N ICU</span><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">) محاسبه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">و</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">تحلیل</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شد.</span></span></span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span style="direction:rtl"><span style="unicode-bidi:embed"><span sans-serif="" style="font-family:Calibri,"><b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">یافته ها</span></span></b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">: </span></span></span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span style="direction:rtl"><span style="unicode-bidi:embed"><span sans-serif="" style="font-family:Calibri,"><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">یافته های</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مطالعه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">حاضر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نشان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">داد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">که</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">درصد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اشغال تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کل بیمارستان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نزدیک</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">حداقل</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">استاندارد است</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اما تفاوت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">آشکاری</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">میزان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">درصد اشغال تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بخش ها</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">وجود</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">دارد،</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در نتیجه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نظر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">می رسد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">که</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نظر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">توزیع</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بین</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بخش ها</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">انجام</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اقداماتی منجر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهبود</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">درصد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اشغال تخت،</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کاستن</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بار</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اضافی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">برخی بخش ها</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">و</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">افزایش</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره مندی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کاری</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بخش های</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">دارای درصد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">اشغال تخت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">پائین</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شود.</span></span><span dir="LTR" style="font-size:14.0pt"><span style="font-family:"B Mitra""></span></span></span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span style="direction:rtl"><span style="unicode-bidi:embed"><span sans-serif="" style="font-family:Calibri,"><b><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">نتیجه گیری</span></span></b><span dir="LTR" style="font-size:14.0pt"><span b="" mitra="" style="font-family:">: </span></span><span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">&nbsp;فرمول</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">پیشنهادی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ارائه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شده</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">این</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مطالعه</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">با</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">سنجش</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">میزان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">استفاده</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">از</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">موجود</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">و</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">شناسایی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">علل</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">عدم</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">استفاده</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ازحداکثر</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">برای</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">رسیدن</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">ظرفیت</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره مندی</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مطلوب</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">به</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">مدیران</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">در</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">افزایش</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بهره وری</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">بیمارستان</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کمک</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">خواهد</span></span> <span lang="AR-SA" style="font-size:14.0pt"><span b="" nazanin="" style="font-family:">کرد</span></span><span dir="LTR" style="font-size:14.0pt"><span b="" mitra="" style="font-family:">.</span></span></span></span></span></span></span></span><br> &nbsp; <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span sans-serif="" style="font-family:Calibri,"><b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">Introduction: </span></span></b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">Efficiency and optimization of the hospital bed is one of the things that is very critical to create an efficient management. In this study, the utilization capacity of a hospital bed in a military hospital in Tehran was investigated using machine learning.</span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span sans-serif="" style="font-family:Calibri,"><b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">Methods: </span></span></b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">The present study was carried out descriptively in 1401. By using the statistical data of the military hospital, field survey and placing it in the proposed index of this study, the utilization capacity of the hospital bed for the beds of the special care departments of the hospital (ICU1, ICU2, ICU3 and NICU) was calculated and analyzed.</span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span sans-serif="" style="font-family:Calibri,"><b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">Results</span></span></b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">: The findings of the present study showed that the percentage of bed occupancy of the whole hospital is close to the minimum standard, but there is an obvious difference in the percentage of beds occupied by the departments, as a result, it seems that in terms of distribution between the departments taking measures to improve the percentage of bed occupancy, reduce the extra load of some departments and increase the working capacity of departments with low bed occupancy percentage.</span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span sans-serif="" style="font-family:Calibri,"><b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">Conclusion</span></span></b><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">: </span></span></span></span></span></span><br> <span style="font-size:11pt"><span style="line-height:normal"><span style="text-autospace:none"><span sans-serif="" style="font-family:Calibri,"><span style="font-size:14.0pt"><span new="" roman="" style="font-family:" times="">The proposed formula presented in this study will help managers in increasing the efficiency of the hospital by measuring the utilization of the available capacity and identifying the reasons for not using the maximum capacity to reach the optimal utilization capacity.</span></span></span></span></span></span><br> &nbsp; بهره وری, بهره وری تخت بیمارستانی, مدیریت بیمارستان. Productivity, Hospital bed productivity, Hospital management 34 39 http://npwjm.ajaums.ac.ir/browse.php?a_code=A-10-468-2&slc_lang=fa&sid=1 Abasat Mirzaei اباسط میرزایی amacademic@yahoo.com 10031947532846006575 10031947532846006575 Yes Abbas Gomar عباس گمار gomarabas.503@gmail.com 10031947532846006576 10031947532846006576 No Khanevadeh Hospital بیمارستان خانواده Morteza Jafari مرتضی جعفری drmorteza.jafari1968@gmail.com 10031947532846006577 10031947532846006577 No Ali Beigi Nasiri علی بیگی نصیری ali_nasiri1985@yahoo.com 10031947532846006578 0009-0006-9040-2311 No Sara Abaspur سارا عباسپور sara.abaspur70@gmail.com 10031947532846006579 10031947532846006579 No Nasim Hatami نسیم حاتمی nasimhatami98@gmail.com 10031947532846006580 0009-0009-7213-7966 No