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| 1 | A Tailor-made Data Quality Approach for Higher Educational Data显示文摘Purpose: This paper relates the definition of data quality procedures for knowledge organizations such as Higher Education Institutions. The main purpose is to present the flexible approach developed for monitoring the data quality of the European Tertiary Education Register(ETER) database, illustrating its functioning and highlighting the main challenges that still have to be faced in this domain.Design/methodology/approach: The proposed data quality methodology is based on two kinds of checks, one to assess the consistency of cross-sectional data and the other to evaluate the stability of multiannual data. This methodology has an operational and empirical orientation. This means that the proposed checks do not assume any theoretical distribution for the determination of the threshold parameters that identify potential outliers, inconsistencies, and errors in the data. Findings: We show that the proposed cross-sectional checks and multiannual checks are helpful to identify outliers, extreme observations and to detect ontological inconsistencies not described in the available meta-data. For this reason, they may be a useful complement to integrate the processing of the available information.Research limitations: The coverage of the study is limited to European Higher Education Institutions. The cross-sectional and multiannual checks are not yet completely integrated.Practical implications: The consideration of the quality of the available data and information is important to enhance data quality-aware empirical investigations, highlighting problems, and areas where to invest for improving the coverage and interoperability of data in future data collection initiatives.Originality/value: The data-driven quality checks proposed in this paper may be useful as a reference for building and monitoring the data quality of new databases or of existing databases available for other countries or systems characterized by high heterogeneity and complexity of the units of analysis without relying on pre-specified theoretical distributions. | Cinzia Daraio Renato Bruni Giuseppe Catalano Alessandro Daraio Giorgio Matteucci Monica Scannapieco Daniel Wagner-Schuster Benedetto Lepori | 2020 | Journal of Data and Information Science2020，5，3： | 2 |
| 2 | Exhaled nitric oxide in high-altitude pulmonary edema: role in the regulation of pulmonary vascular tone and evidence for a role against inflammation 显示文摘 | Duplain H Sartori C Lepori M | 2000 | Am J Respir Crit Care Med2000，162，1： | 1 |
| 3 | Influence of Steroids on Procalcitonin and C-reactive Protein in Patients with COPD and Communityacquired Pneumonia显示文摘 | Perren A Cerutti B Lepori M | 2008 | Infection2008，36，2： | 1 |
| 4 | A major gene for delayed senescence in maize显示文摘 | GENTINETI'A E CEPPI D LEPORI C | 1986 | Plant Breeding1986，97，： | 1 |
| 5 | Prospective comparison of MR enteroclysis with multidetector spitalCT enteroclysis:interobserver agreement and sensitivity by means of'sign-by-sign'correlation显示文摘 | Schmidt S Lepori D Meuwly JY | 2003 | Eur Radiol2003，13，6： | 1 |
| 6 | Influence of Steroids on Procalcitonin and C-reactive Protein in Patients with COPD and Communi- ty-acquired Pneumonia 显示文摘 | Perren A Cerutti B Lepori M | 2008 | Infection2008，36，： | 1 |
| 7 | Machinery and crop selection with weather risk显示文摘 | Whitson R E Kay R D Lepori W A | 1981 | Transactions of the ASAE1981，24，2： | 1 |
| 8 | Influence of steroids on procalcitonin and C-reactive protein in patients with COPD and community-acquired pneumonia 显示文摘 | Perren A Cerutti B Lepori M | 2008 | Infection2008，36，2： | 1 |
| 9 | Prospective comparison of MR enteroclysis with muhidetector spiral-CT enteroclysis :in-terobserver agreement andsensitivitybymeans of 'sign-by-sign'correlation显示文摘 | Schmidt S Lepori D Meuwly J Y | 2003 | Eur Radiol2003，13，6： | 1 |
| 10 | Group Contributions to the Partial Molar Volume of Ionic Organic Solutes in Aqueous Solution显示文摘 | Gianni P Lepori L | 1996 | J Solution Chem1996，25，1： | 1 |
| 11 | Can we predict nutrient limitation in streams and rivers?显示文摘 | Keck F Lepori F | 2012 | Freshwater Biology2012，57，7： | 1 |
| 12 | A major gene for delayed senesee in maize,Pattern of photosynthates accumulation and inheritance 显示文摘 | HEATH O V S CEPPI D LEPORI C et ai | 1986 | Plant Breeding1986，，97： | 1 |
| 13 | Influ-ence of steroids on procalcitonin and C-reactive protein in patients with COPD and community-acquired pneu-monia显示文摘 | PERREN A CERUTTI B LEPORI M | 2008 | Infection2008，36，： | 1 |
| 14 | Influence of steroids on procalcitonin and C-reactive protein in patients with COPD and community-acquired pneumonia显示文摘 | Perren A Cerutti B Lepori M et d | 2008 | Infection2008，36，2： | 1 |
| 15 | Brain perfusion in children:evolution with age assessed by quantitative perfusion computed tomography显示文摘 | Wintermark M Lepori D Cotting J | 2004 | Pediatrics2004，113，6： | 1 |
| 16 | Mater Trans JIM显示文摘 | Kundig A A Lepori D Perry A J | 2002 | 43(12): 32062002，43，12： | 1 |
| 17 | Using curricula vitae for mapping scientific field : A small - scale experience for Swiss communication sciences 显示文摘 | Benedetto Lepori Carole Probst | 2009 | Research Evaluation2009，18，2： | 1 |
| 18 | Exhaled nitric oxide in high-altitude pulmonary edema:role in the regulation of pulmonary vascular tone and evidence for a role against inflammation显示文摘 | Duplain H Sartori C Lepori M | 2000 | Am J Respir Crit Care Med2000，162，1： | 1 |
| 19 | Cromosomico, Conpoliploidia, Endomitosi E Ginogenesi, in popolazioni itliane d Polycelis nigra (Ehrenberg) 显示文摘 | Lepori N G Cicero H | 1950 | Caryologia1950，2，： | 1 |
| 20 | Influence of steroids on procalcito- nin and C-reactive protein in patients with COPD and community-ac- quired pneumonia显示文摘 | Perren A Cerutti B Lepori M | 2008 | Infection2008，36，2： | 1 |
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