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An exploratory study to develop an alternative model of public library management using the institute of museum and library services' public library statistics

机译:利用博物馆和图书馆服务研究所的公共图书馆统计数据开发公共图书馆管理替代模型的探索性研究

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In this explorative study, we first investigate current use of public library statistics in public library management to identify a governing framework and then carefully suggest an alternative framework with income as a goal for sustainability. The meaning of income in terms of management is also discussed. Within this framework, we conduct a series of statistical analyses with public library statistics data for 2002-7. We first attempt to identify and control outside effects, such as service population and socioeconomic factors. After data screening and transformation, we conduct several statistical analyses, including factor and regression analyses. The significant results from regression analysis between income as a dependent variable and eleven independent variables provide evidence for the validity of the framework, with small effect size (14 percent). We discuss issues such as a linearity assumption, small effect size, and a unit period and offer suggestions for future studies to develop an alternative model.
机译:在这项探索性研究中,我们首先调查当前在公共图书馆管理中使用公共图书馆统计信息的情况,以确定一个管理框架,然后仔细提出以收入为可持续目标的替代框架。还讨论了收入在管理方面的含义。在此框架内,我们使用2002-7年度的公共图书馆统计数据进行了一系列统计分析。我们首先尝试确定和控制外部影响,例如服务人口和社会经济因素。经过数据筛选和转换后,我们进行了一些统计分析,包括因子分析和回归分析。收入作为因变量与十一个自变量之间的回归分析得出的重要结果为框架的有效性提供了证据,其影响范围较小(14%)。我们讨论了诸如线性假设,小效应量和单位周期之类的问题,并为今后的研究提供了建议,以开发替代模型。

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