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Measuring the Accuracy of Survey Responses Using Administrative Register Data: Evidence from Denmark 使用行政登记数据测量调查回答的准确性:来自丹麦的证据
Pub Date : 2013-10-01 DOI: 10.3386/W19539
C. Kreiner, D. Lassen, Søren Leth-Petersen
This paper shows how Danish administrative register data can be combined with survey data at the person level and be used to validate information collected in the survey. Register data are collected by automatic third party reporting and the potential errors associated with the two data sources are therefore plausibly orthogonal. Two examples are given to illustrate the potential of combining survey and register data. In the first example expenditure survey records with information about total expenditure are merged with income tax records holding information about income and wealth. Income and wealth data are used to impute total expenditure which is then compared to the survey measure. Results suggest that the two measures match each other well on average. In the second example we compare responses to a one-shot recall question about total gross personal income (collected in another survey) with tax records. Tax records hold detailed information about different types of income and this makes it possible to test if errors in the survey response are related to the reporting of particular types of income. Results show bias in the mean and that the survey error has substantial variance. Results also show that the errors are correlated with conventional covariates suggesting that the errors are not of the classical type. The latter example illustrates how Denmark can be used as a "laboratory" for future validation studies. Tax records with detailed information about different types of income are available for the entire Danish population and can be readily merged to survey data. This makes it possible to test the ability of respondents to accurately report different types of income using different interviewing techniques and questions. The examples presented in this paper are based on cross section data. However, the possibility to issue surveys repeatedly to the same persons and linking up to longitudinal tax records provides an opportunity to learn more about the time series properties of measurement errors, a subject about which little evidence exist, in the future.
本文展示了丹麦行政登记数据如何与个人层面的调查数据相结合,并用于验证调查中收集的信息。注册数据是由自动第三方报告收集的,因此与这两个数据源相关的潜在错误似乎是正交的。给出了两个例子来说明结合调查和登记数据的潜力。在第一个例子中,包含总支出信息的支出调查记录与包含收入和财富信息的所得税记录合并。收入和财富数据被用来计算总支出,然后与调查结果进行比较。结果表明,两种测量方法在平均水平上吻合良好。在第二个例子中,我们比较了关于个人总收入(在另一项调查中收集的)与税收记录的一次性回忆问题的回答。税务记录保存了不同类型收入的详细信息,这使得测试调查回答中的错误是否与特定类型收入的报告有关成为可能。结果显示平均值偏倚,调查误差有很大的方差。结果还表明,误差与常规协变量相关,表明误差不属于经典类型。后一个例子说明了如何将丹麦用作未来验证研究的“实验室”。所有丹麦人都有关于不同类型收入的详细资料的税务记录,可以很容易地与调查数据合并。这使得使用不同的访谈技巧和问题来测试受访者准确报告不同类型收入的能力成为可能。文中给出的算例是基于截面数据的。然而,对同一个人重复进行调查并与纵向税务记录联系起来的可能性提供了一个机会,可以更多地了解测量误差的时间序列特性,这是一个未来几乎没有证据存在的主题。
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引用次数: 60
Tracking Configurable Culture from the Margins to the Mainstream 跟踪可配置文化从边缘到主流
Pub Date : 2013-06-01 DOI: 10.1111/jcc4.12073
Aram Sinnreich, Mark Latonero
In this study, we analyze data from surveys conducted in 2006 and 2010, tracking changes in awareness, engagement and attitudes surrounding emerging digital cultural forms over this 5-year period. Our analysis, based on results from thousands of adults around the globe, shows that not only have remixes, mashups and other forms of "configurable culture" become mainstream phenomena, but also that the attitudes surrounding their cultural legitimacy are shifting. While copyright industries still promote a binary theft/permission framework, many people acknowledge the validity of some appropriation, and are actively negotiating the law's limitations. Yet, those most engaged in challenging dominant copyright narratives and exploring these emergent forms are those who hold the reins of cultural power: the young, educated and wealthy.
在这项研究中,我们分析了2006年和2010年进行的调查数据,追踪了这5年来人们对新兴数字文化形式的认识、参与和态度的变化。我们的分析基于全球数千名成年人的调查结果,结果表明,不仅混搭、混搭和其他形式的“可配置文化”已成为主流现象,而且围绕其文化合法性的态度也在发生变化。虽然版权行业仍然推崇二元盗窃/许可框架,但许多人承认某些盗用的有效性,并积极与法律的局限性进行谈判。然而,那些最热衷于挑战主流版权叙事和探索这些新兴形式的人,是那些掌握文化权力的人:年轻人、受过教育的富人。
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引用次数: 4
Transparency, Civic Engagement, and Technology Use in Local Government Agencies: Findings from a National Survey 地方政府机构的透明度、公民参与和技术使用:一项全国性调查的结果
Pub Date : 2010-12-31 DOI: 10.2139/ssrn.3069957
Mary K. Feeney, E. Welch, Meg Haller
This report presents findings from a 2010 national survey of local governments on transparency and information dissemination, public participation, and technology use and its effects, as part of a long-term research study interested in understanding the relationships between technology and civic engagement in local governments sponsored by Institute for Policy and Civic Engagement at University of Illinois at Chicago. The survey was administered to government managers in 500 local governments with citizen populations ranging from 25,000 to 250,000. For each city, lead managers were identified in each of the following five departments: general city management, community development, finance, police, and parks and recreation. A total of 902 responses were received for a final response rate of 37.9%. This report draws from the statistical analysis of the survey data, and is organized into three sections: Transparency and Information Dissemination, Public Participation, and Technology Use.
本报告介绍了2010年全国地方政府关于透明度和信息传播、公众参与、技术使用及其影响的调查结果,这是芝加哥伊利诺伊大学政策与公民参与研究所赞助的一项长期研究的一部分,旨在了解技术与地方政府公民参与之间的关系。该调查是对500个地方政府的政府管理人员进行的,这些地方政府的人口从2.5万到25万不等。对于每个城市,在以下五个部门中分别确定了主要管理者:一般城市管理、社区发展、金融、警察、公园和娱乐。共收到902份回复,最终回复率为37.9%。本报告基于对调查数据的统计分析,分为三个部分:透明度和信息传播、公众参与和技术使用。
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引用次数: 3
Efficient Estimation of Average Treatment Effects Under Treatment-Based Sampling, Second Version 基于处理的抽样下平均处理效果的有效估计,第二版
Pub Date : 2010-05-24 DOI: 10.2139/ssrn.1617262
Kyungchul Song
Nonrandom sampling schemes are often used in program evaluation settings to improve the quality of inference. This paper considers what we call treatment-based sampling, a type of standard stratified sampling where part of the strata are based on treatment status. This paper establishes semiparametric efficiency bounds for estimators of weighted average treatment effects and average treatment effects on the treated. This paper finds that adapting the efficient estimators of Hirano, Imbens, and Ridder (2003) to treatment-based sampling does not always lead to an efficient estimator. This paper proposes efficient estimators that involve a different form of propensity score-weighting. Finally, this paper establishes an optimal design of treatment-based sampling that minimizes the semiparametric efficiency bound over the sampling designs.
非随机抽样方案经常用于程序评估设置,以提高推理质量。本文考虑了我们所说的基于处理的抽样,这是一种标准分层抽样,其中部分地层是基于处理状态的。本文建立了加权平均处理效果和平均处理效果对被处理对象的估计量的半参数效率界。本文发现,将Hirano, Imbens和Ridder(2003)的有效估计器适应于基于处理的抽样并不总是导致有效的估计器。本文提出了一种涉及不同形式的倾向得分加权的有效估计器。最后,本文建立了基于处理的抽样的最优设计,使抽样设计上的半参数效率界最小。
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引用次数: 0
A Survey and Analysis of Outsourcing in East China 华东地区外包调查与分析
Pub Date : 2009-05-25 DOI: 10.2139/ssrn.1409674
T. Fan, L. Sandal, J. Kong, Dandan Li
The aim of this study is to investigate whether outsourcing activities in east China are associated with a theoretical framework derived from the literature. By the methodology of Statistics Package for the Social Science (SPSS), the results of survey indicate that outsourcing will be more extensively practiced in the future, the principal outsourcing motivations are to reduce costs and focus on core businesses. The purchasing outsourcing has the largest correlation coefficients with short-term contract, the total outsourcing has a significant correlation coefficient with long-term contract at the level of α=0.05. The findings indicate that high service quality and mutual trust are the main criteria for selecting outsourcing vendors. However, it is found that outsourcing satisfaction is generally low. The main benefits of outsourcing are to reduce cost, concentrate on core businesses and improve the service quality, while the main problems with outsourcing are legal disputes, disclosure of commercial secrets and conflicts with vendors.
本研究的目的是探讨华东地区的外包活动是否与文献中的理论框架有关。通过社会科学统计软件包(SPSS)的方法,调查结果表明,外包将在未来更广泛地实践,外包的主要动机是降低成本和专注于核心业务。采购外包与短期合同的相关系数最大,总外包与长期合同的相关系数在α=0.05水平上显著。研究结果表明,高服务质量和相互信任是选择外包供应商的主要标准。然而,我们发现外包满意度普遍较低。外包的主要好处是降低成本、专注核心业务和提高服务质量,而外包的主要问题是法律纠纷、商业秘密泄露和与供应商的冲突。
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引用次数: 3
Assessing Income: Methodological and Empirical Findings from a Vignette Study Conducted as Part of the 2008 SOEP Pretest (Die Bewertung von Erwerbseinkommen - Methodische und inhaltliche Analysen zu einer Vignettenstudie im Rahmen des SOEP-Pretest 2008) 分析结果:方法与经验产生2008年前景》
Pub Date : 2009-05-01 DOI: 10.2139/SSRN.1413792
Carsten Sauer, Katrin Auspurg, Thomas Hinz, S. Liebig, J. Schupp
In the 2008 Socio-Economic Panel Study (SOEP) Pretest, the factorial survey method was tested for the first time for use in the SOEP longitudinal study. In this paper, we describe the construction and application of the vignette module, which has its origins in the field of justice research and is used in particular in the measurement of income justice. We show that the factorial survey method is applicable in large-scale survey research when taking certain constraints into account, and that respondents of varying ages and educational groups are able to deal sufficiently well with answering the questions. The results obtained suggest that older respondents tend to take fewer dimensions into consideration in forming their opinions. Further studies will be needed to determine whether this is evidence that the evaluation tasks were too complex for these respondents and should thus be interpreted as a method effect, or whether it represents a valid substantive result. The results of the study demonstrate convincingly that alongside occupation, education, and performance - factors relating directly to employment - familial aspects such as civil status, the partner's employment status, and number of children constitute important criteria for determining what constitutes a "fair" income. The factor survey in the 2008 SOEP Pretest offers diverse analytical potential, both from a methodological point of view and in terms of the empirical results obtained. The positive experience with the 2008 SOEP Pretest suggests that the SOEP vignette module can be used effectively in a future wave of the main SOEP survey. Im Pretest 2008 wurde erstmals fur die Langsschnittstudie Sozio-oekonomisches Panel (SOEP) die Erhebungsmethode des Faktoriellen Surveys erprobt. Es werden Aufbau und die Umsetzung des Vignettenmoduls beschrieben, das inhaltlich auf dem Gebiet der empirischen Gerechtigkeitsforschung, speziell Messung von Einkommensgerechtigkeit, angesiedeltist. Es wird gezeigt, dass der Faktorielle Survey bei Beachtung einiger Randbedingungen auch in der grosflachigen Umfrageforschung einsetzbar ist und Befragte verschiedener Alters- und Bildungsgruppen mit der Beantwortung hinreichend gut zurecht kommen. Die erzielten Ergebnisse deuten darauf hin, dass vor allem altere Befragte weniger Dimensionenzu Beurteilung heranziehen. Ob dies als Hinweis fur eine fur diese Befragten zu komplexe Urteilsaufgabe und damit einen methodischer Effekt zu deuten ist, oder aber ein inhaltlich valides Ergebnis darstellt, ware in kunftigen Studien zu klaren. Die inhaltlichen Ergebnisse zeigen beispielhaft, dass neben dem Beruf, der Ausbildung und der Leistung - also Faktoren die im direkten Bezug zur Erwerbstatigkeit stehen -ebenso familiare Aspekte, wie der Familienstand, die Erwerbstatigkeit des Partners und die Anzahl der Kinder relevante Kriterien fur die Einkommensgerechtigkeit darstellen. Der Faktorielle Survey im SOEP Pretest 2008 bietet sowohl in methodischer als auch inhaltlicher
在2008年社会经济面板研究(SOEP)预测试中,因子调查方法首次在SOEP纵向研究中得到检验。在本文中,我们描述了小插曲模块的构建和应用,它起源于司法研究领域,特别是用于衡量收入正义。我们表明,当考虑到一定的约束条件时,析因调查方法适用于大规模调查研究,并且不同年龄和教育群体的受访者能够很好地处理回答问题。研究结果表明,年龄较大的受访者在形成自己的观点时,往往会考虑较少的维度。需要进行进一步的研究,以确定这是否证明评价任务对这些答复者来说过于复杂,因此应被解释为一种方法效应,或者它是否代表一种有效的实质性结果。研究结果令人信服地表明,除了职业、教育和业绩——这些与就业直接相关的因素——家庭方面,如公民身份、伴侣的就业状况和子女数量,都是决定“公平”收入的重要标准。2008年SOEP预测试中的因子调查提供了不同的分析潜力,无论是从方法学的角度来看,还是从获得的实证结果来看。2008年SOEP预测试的积极经验表明,SOEP小插曲模块可以在未来的主要SOEP调查浪潮中有效地使用。2008年前期研究中,社会经济研究小组(SOEP)的研究结果表明,二合邦的调查方法存在误差。他说:“我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说,我是说。”他说:“我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是,我的意思是。”2 . Die erzielten Ergebnisse dedeten daraufhen, dass vorallem altbefragte weniger Dimensionenzu Beurteilung heranziehen。研究结果表明:“我们的研究结果表明,我们的研究结果是有效的。我们的研究结果表明,我们的研究结果是有效的。”Die inhaltlichen Ergebnisse zeigen beispielhaft, dass neben dem Beruf, der Ausbildung and der Leistung -也就是Faktoren Die im direckten Bezug zur Erwerbstatigkeit steen -ebenso familie Aspekte, wie der familie, Die Erwerbstatigkeit des Partners和Die Anzahl der Kinder relante kriteren fur Die Einkommensgerechtigkeit darsteellen。2008年SOEP预测中的Faktorielle调查结果表明,在方法上,作者还采用了一种新的分析方法。[2] [1] [1] [1] [1] [1] [1] [1] [1] [1] [1] [1] [2]
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引用次数: 11
How do Mutual Fund Fees Affect Investor Choices?: Evidence from Survey Experiments 共同基金费用如何影响投资者的选择?:调查实验的证据
Pub Date : 2008-12-30 DOI: 10.2139/ssrn.1335493
J. Dominitz, Angela A. Hung, J. Yoong
Over the past few decades, risks associated with providing for financial security in retirement have increasingly shifted from employers to employees as employer-provided pensions have shifted from defined-benefit to defined-contribution (DC) plans. Recent work in behavioral finance suggests that investors do not make optimal investment decisions in their DC plans. The authors designed and administered a pair of mutual fund choice experiments to over 1000 survey respondents who participate in the RAND American Life Panel. Their analysis sheds light on the question of how mutual fund investors respond to variation in fees in a hypothetical scenario in which fees should be obvious to the investor. The results show that some aspects of individual behavior are consistent with rational wealth-maximization and the majority of the respondents are able to provide estimates of fees that lie within a benchmark range. However, they find that respondents tend not to minimize expected fees and are more averse to backend load fees than to front-end loads. The trade-off between expense ratios and loads is found to be somewhat sensitive to the expected holding period in a manner consistent with expected-wealth maximization, but investors may tend to be too averse to loads. Differences in measured financial literacy predict differences in behavior, with lower rates of literacy among women accounting for differences in choice behavior by gender. They also find that financial literacy mediates individual responses to the presentation of information intended to enhance decision making.
在过去的几十年里,随着雇主提供的养老金从固定收益(defined-benefit)计划转向固定缴款(DC)计划,与提供退休财务保障相关的风险越来越多地从雇主转移到雇员身上。行为金融学最近的研究表明,投资者在他们的DC计划中并没有做出最优的投资决策。作者设计并管理了一对共同基金选择实验,1000多名受访者参加了兰德美国人寿小组的调查。他们的分析揭示了这样一个问题:在一种假设情况下,在费用对投资者来说应该是显而易见的情况下,共同基金投资者如何应对费用的变化。结果表明,个人行为的某些方面与理性财富最大化是一致的,大多数受访者能够提供在基准范围内的费用估计。然而,他们发现受访者倾向于不最小化预期费用,并且更反对后端负载费用而不是前端负载。费用率和负荷之间的权衡被发现对预期持续期有一定的敏感性,其方式与预期财富最大化一致,但投资者可能倾向于过于厌恶负荷。被测量的金融知识的差异预测了行为的差异,女性识字率较低说明了性别选择行为的差异。他们还发现,金融知识可以调节个人对旨在促进决策的信息呈现的反应。
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引用次数: 11
A Description and Analysis of Evolving Data Resources on Small Business 小企业数据资源演化的描述与分析
Pub Date : 2007-09-01 DOI: 10.2139/SSRN.1019119
A. Haviland, Bogdan Savych
This paper describes the main government and private data sources currently available or under construction for research on small business and entrepreneurship. It also provides a listing of resources researchers can use to gain more information about each data set. Of particular importance are new longitudinal data sets created by the Census Bureau and Bureau of Labor Statistics, which allow for the study of business entry and exit (which is especially relevant to small business policy) as well as changes within establishments and firms to be studied over time. The most notable gap in current small business data sources is the lack of a publicly available source of longitudinal data. In the next five years, this gap will be at least partially addressed by the Kauffman Firm Survey of new businesses. Information on this survey design and instrument is available now and researchers can begin to design research studies that would take advantage of the data when they become available.
本文描述了目前可用或正在建设的用于小企业和创业研究的主要政府和私人数据源。它还提供了一个资源列表,研究人员可以使用它来获取关于每个数据集的更多信息。特别重要的是由人口普查局和劳工统计局创建的新的纵向数据集,它允许研究企业进入和退出(这与小企业政策特别相关)以及机构和公司内部的变化。目前小企业数据来源中最显著的差距是缺乏公开可用的纵向数据来源。在未来五年内,这一差距将至少部分被考夫曼公司对新企业的调查所弥补。关于这一调查设计和仪器的信息现在可以获得,研究人员可以开始设计研究,以便在获得数据时利用这些数据。
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引用次数: 5
MBA Program Reputation and Quantitative Rankings: New Information for Students, Employers, and Program Administrators MBA课程声誉和定量排名:为学生、雇主和项目管理者提供的新信息
Pub Date : 2007-07-01 DOI: 10.2139/SSRN.1006297
Yongil Jeon, S. Miller, S. Ray
Since 1988, Business Week biennially ranks MBA programs based on qualitative ("subjective") surveys of students and employers. The Business Week ranking, and similar rankings, based on perceptions of MBA-program customers, rings the alarm that image, rather than substance, may become the raison d'etre of MBA-program evaluation and selection. We rank MBA programs using the quantitative ("objective") data collected with the 2004 Business Week survey, attempting to address these concerns about image over substance. We employ equal-weighted and principal components indexes to rank MBA programs. Our indexes fall into three categories - output, input, and output-input indexes - that rank MBA programs proximately from the interests of students, employers, and MBA program administrators, respectively.
自1988年以来,《商业周刊》每两年根据对学生和雇主的定性(“主观”)调查对MBA课程进行排名。《商业周刊》的排名,以及类似的排名,都是基于mba课程客户的看法,敲响了警钟:形象,而不是实质,可能成为mba课程评估和选择的理由。我们利用2004年《商业周刊》调查收集的定量(“客观”)数据对MBA课程进行排名,试图解决形象重于实质的问题。我们采用等权重指数和主成分指数对MBA项目进行排名。我们的指数分为三类——产出、投入和产出-投入指数——分别根据学生、雇主和MBA项目管理者的兴趣对MBA项目进行排名。
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引用次数: 2
Some Unpleasant Poverty Determination Procedures: Different Researchers, Different Poverty Rates 一些不愉快的贫困确定程序:不同的研究人员,不同的贫困率
Pub Date : 2006-10-31 DOI: 10.2139/ssrn.3671102
Philippe Auffret
There is a lot of interest in measuring poverty, comparing it across regions and countries and analyzing its evolution over time. This interest has spurred a large literature on poverty, especially in developing countries where poverty is considered as a primary indicator of development. A “cookbook” methodology for poverty determination was progressively developed by the World Bank. It is widely assumed that it produces poverty measures which depend only on the survey data, so that different researchers working on the same household survey and following the methodology reach identical poverty rates. The paper shows that this understanding is incorrect. It shows that different practitioners can derive different poverty rates while working on the exact same survey. The paper formalizes the existing methodology and illustrates its shortcomings. It proposes a number of improvements on the methodology. These improvements which include the use of more efficient kernels with bandwidths derived from the data seek to make it fully automatic. More efficient and less ad-hoc estimates of food and non-food expenditures are then obtained. In the end, the researcher is left to smooth the data “by eye” by setting one single parameter. These improvements produce a fully automatic procedure which ensures that different researchers working on the same household survey derive identical poverty rates. The paper applies the methodologies to the 1995/96 Nepal Living Standard Survey.
人们对衡量贫困、比较不同地区和国家的贫困以及分析其随时间的演变很感兴趣。这种兴趣刺激了关于贫穷的大量文献,特别是在发展中国家,贫穷被视为发展的主要指标。世界银行逐渐发展出一种确定贫穷的“食谱”方法。人们普遍认为,它所产生的贫穷衡量标准只取决于调查数据,因此从事同一家庭调查的不同研究人员采用相同的方法得出相同的贫穷率。本文表明,这种认识是不正确的。它表明,不同的从业者在进行完全相同的调查时可以得出不同的贫困率。本文正式阐述了现有的方法,并说明了其不足之处。它对方法提出了若干改进。这些改进包括使用更高效的内核,其带宽来自数据,旨在使其完全自动化。这样就可以对粮食和非粮食支出进行更有效和更少的临时估计。最后,研究人员通过设置一个参数来“通过眼睛”平滑数据。这些改进产生了一个完全自动化的程序,确保从事同一家庭调查的不同研究人员得出相同的贫困率。本文将这些方法应用于1995/96年尼泊尔生活水平调查。
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引用次数: 3
期刊
ERN: Survey Methods (Topic)
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