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Medical Journal of Islamic Republic of Iran، جلد ۳۱، شماره ۱، صفحات ۵۳۰-۵۳۴

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عنوان انگلیسی Assessment of length of stay in a general surgical unit using a zero-inflated generalized Poisson regression
چکیده انگلیسی مقاله Background: The effective use of limited health care resources is of prime importance. Assessing the length of stay (LOS) is especially important in organizing hospital services and health system. This study was conducted to identify predictors of LOS among patients who were admitted to a general surgical unit.    Methods: In this cross-sectional study, the sample included all patients who were admitted to the general surgical unit of Shariati hospital in 2013 (n= 334). To determine the factors affecting LOS, Zero-inflated Poisson (ZIP), zero-inflated negative binomial (ZINB), and zero-inflated generalized Poisson (ZIGP) regression models were fitted using R software, and then the best model was selected.    Results: Among all 334 patients, the mean (±SD) age of the patients was 45.2 (±16.47) years and 220 (65.9%) of them were male. The results revealed that based on ZIGP model, type of surgery (appendicitis, abdomen and its contents, hemorrhoids, lung, and skin), type of insurance, comorbid diseases (hypertension, heart disease, and hyperlipidemia), place of residence (local and non-local), age, and number of tests had significant effects on the LOS of GS patients.    Conclusion: According to the Akaike information criterion (AIC) in each fitted model, it was found that ZIGP regression model is more appropriate than ZIP and ZINB regression models in assessing LOS in GS patients, especially due to the presence of excess zeros and overdispersion in count data.    
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نویسندگان مقاله رقیه فرهادی القتی حسن کیاده | roghaye farhadi hassankiadeh
. department of biostatistics, faculty of medical sciences, tarbiat modares university, tehran, iran.

سازمان اصلی تایید شده: دانشگاه تربیت مدرس (Tarbiat modares university)

انوشیروان کاظم نژاد | anoshirvan kazemnejad
. department of biostatistics, faculty of medical sciences, tarbiat modares university, tehran, iran.

سازمان اصلی تایید شده: دانشگاه تربیت مدرس (Tarbiat modares university)

محمد غلامی فشارکی | mohammad gholami fesharaki
department of biostatistics, faculty of medical sciences, tarbiat modares university, tehran, iran.

سازمان اصلی تایید شده: دانشگاه تربیت مدرس (Tarbiat modares university)

سیامک کارگری | siamak kargari
shariati hospital, medical education research center, tehran, iran.


نسیم وهابی | nasim vahabi
department of biostatistics, faculty of medical sciences, tarbiat modares university, tehran, iran.

سازمان اصلی تایید شده: دانشگاه تربیت مدرس (Tarbiat modares university)


نشانی اینترنتی http://mjiri.iums.ac.ir/browse.php?a_code=A-10-1487-2&slc_lang=en&sid=en
فایل مقاله اشکال در دسترسی به فایل - ./files/site1/rds_journals/18/article-18-567976.pdf
کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده Biostatistics and Epidemiology
نوع مقاله منتشر شده Original Research
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