区域间和区域内通话时间差异 致电危机热线:统计分析 统计分析
Robin Turkington1, Courtney Potts1, Maurice Mulvenna1
1School of Computing, Ulster University, Belfast, United Kingdom.
JMIR mental health
|September 19, 2024
概括
打电话给英国撒玛利亚人等危机热线的电话,当被路由到当地分支机构时,比在该地区以外的分支机构更短. 这一发现有助于优化自杀预防服务的资源管理和呼叫者满意度.
科学领域:
- 公共卫生 公共卫生
- 医疗保健服务研究 医疗服务研究
- 精神病学是一个精神病学.
背景情况:
- 国家自杀预防战略利用基于人口的方法来鼓励寻求帮助和实施干预措施.
- 危机热线,如英国撒玛利亚人,为处于困境的个人提供了至关重要的资源,将他们与训练有素的志愿者联系起来.
- 撒玛利亚人英国在英国全国各地开展业务,在其四个国家中的每个国家都有分支机构.
研究的目的:
- 调查危机热线呼叫时间的区域间和区域内变化.
- 确定呼叫路由 (区域内与区域间) 对对英国撒玛利亚人的固定电话呼叫时间的影响.
- 评估电话持续时间是否在呼叫者的区域内响应电话时与不同区域相比有所不同.
主要方法:
- 来自英国撒玛利亚人的呼叫数据的分析,通过固定电话前和目的地分支地区识别呼叫来源地区.
- 在英格兰和苏格兰发起的电话中应用Levene测试的变异同质性.
- 使用单向ANOVA (差异分析) 来评估区域内和区域间通话的通话持续时间的显著差异.
主要成果:
- 在区域内和区域间的通话之间发现了通话持续时间的显著差异 (P<.001).
- 呼叫者在电话上花费的时间总是更少,当他们的电话被引导到同一地区的分支机构时.
- 在所有测试条件中都观察到这种更短的持续时间,包括来自英格兰和苏格兰的电话.
结论:
- 统计分析证实了区域间和区域内电话之间的显著差异.
- 危机热线呼叫者在被引导到当地分支机构时,比在不同地区的分支机构使用更短的呼叫时间.
- 研究结果表明,通过优化呼叫路由策略,可以改善资源管理,提高呼叫者对危机热线的满意度.
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