Trend Analysis and Prediction of the Number of Births and the Number of Outpatients using Time Series Analysis

Hwayeon An, Seon-mi Kim, Namki Choi
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Abstract

The purpose of this study was to analyze the trend of the number of births in Gwangju and the number of outpatients in Pediatric Dentistry at Chonnam National University Dental Hospital over the past 10 years (2010 - 2019) and predict the next year using time series analysis. The number of births showed an unstable downward trend with monthly variations, with the highest in January and the lowest in December. The average number of births in 2020 was predicted to be 682 (595 to 782, 95% CI), and the actual number of births was an average of 610. The number of outpatients was relatively stable, showing a month-to-month variation, with highest in August and the lowest in June. The average number of patients in 2020 was predicted to be 603 (505 to 701, 95% CI), and the average number of actual visits was 587. Despite the decrease in the number of births, the number of outpatients was expected to increase somewhat. Due to the special situation of COVID-19, the actual number of births and patients was to be slightly lower than the predicted values, but it was that they were within the predicted confidence interval. Time series analysis can be used as a basic tool to prepare for the low fertility era in the field of pediatric dentistry.
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利用时间序列分析对出生人数和门诊人数的趋势分析和预测
本研究的目的是分析过去10年(2010 - 2019年)光州出生人数和全南大学牙科医院儿科牙科门诊人数的变化趋势,并利用时间序列分析预测下一年的变化趋势。出生人数呈现出不稳定的月度下降趋势,1月最高,12月最低。预计2020年的平均出生人数为682人(595至782人,95% CI),实际出生人数为平均610人。门诊人数相对稳定,呈逐月变化,8月最高,6月最低。预计2020年的平均患者人数为603人(505 - 701人,95% CI),平均实际就诊人数为587人。尽管出生人数减少,但门诊人数预计会有所增加。由于新冠肺炎的特殊情况,实际出生人数和患者人数将略低于预测值,但都在预测的置信区间内。时间序列分析可以作为一个基本的工具,以准备在儿童牙科领域的低生育时代。
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