Entering data correctly: An empirical evaluation of the theory of planned behaviour in the context of manual data acquisition

Haegemans Tom; Snoeck Monique; Lemahieu Wilfried

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Entering data correctly: An empirical evaluation of the theory of planned behaviour in the context of manual data acquisition

机译：正确输入数据：在手动数据获取的情况下对计划行为理论的实证评估

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This study investigates to what extent psychosocial factors, as identified by the theory of planned behaviour, determine the intention of the data producers to enter data correctly and to what extent their intention explains the actual errors in the entered data. The research goal is achieved by means of an observational study in a major Belgian financial institution. The results show that the degree of intention of the data producers to enter data correctly explains a certain share of the actual errors in the studied data, but that a larger share could be explained by statistical control variables related to actual behavioural control. In addition, the results indicate that the surveyed data producers' intention towards entering high quality data is mainly determined by two factors: their instrumental and experiential attitude. This paper adds to the literature by (1) empirically evaluating the theory of planned behaviour in a context of manual data entry using not only self-reported measures but also a measure of actual behaviour, and (2) by demonstrating the importance of actual behavioural control.

机译：这项研究调查了计划行为理论所确定的心理社会因素在多大程度上确定了数据生产者正确输入数据的意图，以及他们在何种程度上解释了输入数据中的实际错误。该研究目标是通过在一家比利时大型金融机构中进行的观察研究来实现的。结果表明，数据生产者正确输入数据的意图程度可以解释研究数据中实际错误的一定份额，但更大的份额可以由与实际行为控制相关的统计控制变量来解释。此外，结果表明，被调查数据生成者输入高质量数据的意图主要由两个因素决定：他们的工具态度和体验态度。本文通过以下方式将文献添加到文献中：（1）在手动数据输入的情况下，不仅使用自我报告的措施，而且还使用实际行为的措施，以经验方式评估计划行为的理论；（2）通过证明实际行为的重要性控制。

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《Reliability Engineering & System Safety》 |2018年第10期|12-30|共19页
作者
Haegemans Tom; Snoeck Monique; Lemahieu Wilfried;
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作者单位

Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Naamsestr 69, B-3000 Leuven, Belgium;

Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Naamsestr 69, B-3000 Leuven, Belgium;

Katholieke Univ Leuven, Dept Decis Sci & Informat Management, Naamsestr 69, B-3000 Leuven, Belgium;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Data quality; Data entry; Theory of planned behaviour; Theory testing;

机译：数据质量;数据输入;计划行为理论;理论测试;

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1. Improving the quality of manually acquired data: Applying the theory of planned behaviour to data quality [J] . Glen D. Murphy Reliability Engineering & System Safety . 2009,第12期

机译：提高手动获取的数据的质量：将计划行为理论应用于数据质量
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5. Manual Optical Attitude Re-initialization of a Crew Vehicle in Space Using Bias Corrected Gyro Data. [D] . Gioia, Christopher J. 2016

机译：使用偏差校正的陀螺仪数据对太空中的乘员车进行手动光学姿态重新初始化。
6. Key Beliefs for Targeted Interventions to Increase Physical Activity in Children: Analyzing Data from an Extended Version of the Theory of Planned Behaviour [O] . A. Bélanger-Gravel, G. Godin 2010

机译：有针对性的干预措施可以增加儿童的体育锻炼的主要信念：从计划行为理论的扩展版本中分析数据
7. The bacterial identification and antimicrobial susceptibility testing are usually performed manually. Recently, the number of samples has increased and the need for automatification has grown. BioMerieux has investigated Vitek2 for this purpose. HUSLAB has assigned us to compare the identification and antimicrobial results with respect to routine methods and Vitek2. Furthermore, we evaluate test reactions, ESBL (Extended Spectrum Beta-Lactamase) production and the time what it takes to get results with Vitek2. In this study, we examined a total of 183 bacterial isolates including 76 ESBL-strains, 40 nonfermenting rods, 41 fastidious bacteria and 26 fresh clinical isolates. The results of routine methods were gathered from the patient database and following this, compared to the results given by Vitek2. Vitek2 correctly identified more than 96 f the ESBL-strains and fresh clinical isolates. The results of nonfermenting rods and fastidious bacteri a were 70 oncordant with those of the routine methods. Test reaction results of Api20E were 94 nd Api20NE 70 n concordance with Vitek2 results. Approximately 80 f all Vitek2 antimicrobial results and 90 f ESBL test results were correct. Compared to earlier studies, Vitek2 performed the tests faster than the routine methods. These results suggest that Vitek2 is capable of giving rapid and accurate results. However, nonfermenting rods and fastidious bacteria should be studied further. [O] . Järveläinen Marika, Roslund Iira, Silander Maarit 2006

机译：细菌鉴定和抗菌药敏试验通常是手动进行的。最近，样品的数量增加了，并且对自动化的需求也在增长。 BioMerieux为此进行了Vitek2的研究。 HUSLAB已指派我们比较常规方法和Vitek2的鉴定和抗菌结果。此外，我们还评估了测试反应，ESBL（扩展频谱β-内酰胺酶）的产生以及使用Vitek2获得结果所需的时间。在这项研究中，我们检查了总共183个细菌分离株，包括76个ESBL菌株，40个非发酵棒，41个营养细菌和26个新鲜临床分离株。从患者数据库中收集常规方法的结果，然后将其与Vitek2给出的结果进行比较。 Vitek2正确鉴定出超过96种ESBL菌株和新鲜的临床分离株。与常规方法相比，非发酵棒和精制细菌的结果为70。 Api20E的测试反应结果与Vitek2结果一致为94nd Api20NE 70 n。所有Vitek2抗菌结果约80 f和ESBL测试结果90 f正确。与早期的研究相比，Vitek2的测试速度快于常规方法。这些结果表明Vitek2能够给出快速而准确的结果。但是，应进一步研究非发酵棒和营养细菌。

Entering data correctly: An empirical evaluation of the theory of planned behaviour in the context of manual data acquisition

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