The Multilevel Approach to Repeated Measures for Complete and Incomplete Data

Repeated measurements often are analyzed by multivariate analysis of variance (MANOVA). An alternative approach is provided by multilevel analysis, also called the hierarchical linear model (HLM), which makes use of random coefficient models. This paper is a tutorial which indicates that the HLM can be specified in many different ways, corresponding to different sets of assumptions about the covariance matrix of the repeated measurements. The possible assumptions range from the very restrictive compound symmetry model to the unrestricted multivariate model. Thus, the HLM can be used to steer a useful middle road between the two traditional methods for analyzing repeated measurements. Another important advantage of the multilevel approach to analyzing repeated measures is the fact that it can be easily used also if the data are incomplete. Thus it provides a way to achieve a fully multivariate analysis of repeated measures with incomplete data. This revised version was published online in June 2006 with corrections to the Cover Date.     

河南省旅游资源地域组织研究

河南省有着非常丰富的旅游资源,目前已初步形成了以“三点一线”、“一带四区”为重点的旅游精品项目。但其开发存在着协作开发意识淡薄、资源整合力度小等问题,限制了优势的发挥。为此,文章提出了由“点”到“线”再到“面”的地域组织思路,即从培育三级旅游中心地,到构筑二条旅游发展轴,再到构建合理的旅游区等级体系。     

Interviewers,Interviewer Continuity,and Panel Survey Nonresponse

It is widely known that in practice, different interviewers have different response rates, though there has been no systematic examination of whether this is because of differences among interviewers or differences among those areas allocated to the interviewers (area effects), or both. Furthermore, the conventional wisdom in survey research suggests that it is advisable to have the same interviewers return to the same respondents in order to maintain good response rates in longitudinal surveys, though once again there has been very little documented experimental research to support this. This paper makes use of the interpenetrated sample design experiment in Wave 2 of the British Household Panel Study (BHPS) (i) to explore the effects of interviewers' background characteristics and years of experience on response rates, (ii) to identify and estimate the differential effects of interviewers on response rates and compare the magnitudes of area and interviewer effects, and (iii) to investigate the impact of interviewer continuity. The analysis is facilitated by the use of cross-classified multilevel modelling. The paper also looks at the issue of interviewer continuity qualitatively, through the impressions of the interviewers themselves.     

财务治理分层论

随着改革开放以来我国市场经济体制的改革与发展,现代企业财务制度不再是只由企业所有者单方包揽大局,而是由企业所有者、经营者和财务经理等分层对企业进行管理和治理,于是财务分层治理思想应用而生。     

华为负值PBGT切换技术应用

负值PBGT切换技术的实现和分层分级算法相似,但比分层分级算法更加灵活,它是移动通信系统中非常重要的技术。现通过工程实践多次使用网络优化工具设置负值PBGT切换参数,实现在双频网优化上的应用,可以避免乒乓切换引起掉话,该技术的应用有重要的现实意义。     

Incentives to move up: Effects of pay gaps between levels on employee performance

Employees of a certain rank are motivated by the pay gap between them and the levels above (upward comparison), and the pay gap between them and the levels below (downward comparison). In some cases, employees face multiple upward comparisons such as immediate and subsequent upward comparisons. We hypothesise that upward comparison matters more than downward comparison, and in the case of multiple upward comparisons, the immediate one matters more than the subsequent ones. We also hypothesise that the pay gap effect resulting from the upward/downward comparison ought to be non‐linear in that performance increases with pay gap size at a decreasing rate. The results from two empirical studies, namely, a longitudinal field study and a laboratory experiment, largely support our hypotheses.     

Fraudster’s and victims’ profiles and loss predictors’ hierarchy in the mental healthcare industry in the US

Abstract

Background

Fraud- or theft-related crimes account for the highest number of crimes in the mental health industry in the US.     

商业银行操作风险影响性评级模型研究

目前商业银行风险可以分为信用风险、市场风险和操作风险,操作风险已经成为与市场风险和信用风险同等重要的风险。介绍了操作风险的界定及构成因素,从其构成要素及特征指出商业银行操作风险影响性评级指标模型的设计原则,并设计其基本架构与计量模型。该计量模型采用定性分析和定量分析相结合、静态分析和动态分析相结合的方法,做到量化质化兼具、主观客观并存,综合运用层次分析法、模糊评价法及专家评判法。     

分层次教学法在体育教学中的效果研究

在体育教学中运用"多层次教学法"能体现"以人为本"的教育思想,充分激发每个学生的学习情绪和兴趣,使学生潜在的智能、技能等得到开发,从而增强体育教学的效果。     

基于交通视角的新疆城市等级体系演变研究

通过主成分分析、集中度系数、非均衡系数以及改进的重力模型对新疆各城市的交通运输综合水平、复合流量的集中程度和基于复合流量的城市引力及引力节点分析,得出结论:①1985—2005年新疆城市交通运输综合水平变化明显,国道和北疆铁路沿线城市发展水平较高,发展水平较低的城市主要集中在南疆,且比较分散;②集中度系数波动明显,乌鲁木齐、克拉玛依、昌吉、阿克苏等城市对新疆客货流影响较大,而区域非均衡系数较低,呈现明显缩减的趋势;③受绿洲城镇发育程度和自然地理条件影响,各等级节点数量变化不大。乌鲁木齐、克拉玛依、昌吉、石河子在不同年份对新疆各城市的影响较为明显,节点等级较高。④基于交通视角的城市体系呈现出交通运输中心区域不断强化,二级节点城市变化明显,经过20年的演变,基本形成了以乌鲁木齐都市圈为核心,以石河子为次级中心,以喀什和米泉为三级中心,以克拉玛依、伊宁、乌苏、库尔勒为重要节点的城市体系。