Estimating length of hospital stay, with regard to associated factors; A model to enhance healthcare service efficiency and reduce healthcare resource consumption

TL;DR

This study analyzes how season, age, and gender influence hospital stay length, proposing a model to improve healthcare efficiency and reduce costs by considering these factors.

Contribution

It introduces a statistical model analyzing key demographic and seasonal factors affecting hospital stay length to optimize resource allocation.

Findings

All three factors significantly affect LOS (p<0.01).

Gender and age interaction significantly influences LOS.

Winter and autumn have the highest LOS averages.

Abstract

To assess the efficiency and the resource consumption level in healthcare scope, many economic and social factors have to be considered. An index which has recently been studied by the researchers, is length of hospital stay (LOS) defined as how long each patient is hospitalized. Detecting and controlling the factors affecting this index can help to reduce healthcare costs and also to improve healthcare service efficiency. The effects of three major factors, say, the season during which the patient is hospitalized, the patients age and his/her gender on LOS pertaining to 82718 patients receiving healthcare service from the hospitals under contract to insurance organization in Tehran, have been analyzed, using unbalanced factorial design. The test results imply that the whole model is significant (P-value=0<0.01), the separate effects of all three factors on LOS are significant (P-value=0<0.01) and the only significant interaction at alpha=0.01 is the one between gender and age group (P-value=0<0.01). moreover, no two age groups have the significant equal means and age groups 1-10 and 26-40 years possess the minimum and maximum means of LOS, respectively. LOS means in winter and autumn are equal, being the maximum. Due to the significance of these effects, allocating specified budget and resources with regard to these factors will help hospitals and healthcare centers enhance their efficiency and remain within their budget.