Data quality assessment for improved decision-making: a methodology for small and medium-sized enterprises

Günther, Lisa C.; Colangelo, Eduardo; Wiendahl, Hans-Peter; Bauer, Christian

doi:10.1016/j.promfg.2019.02.114

Cited by 30 publications

(16 citation statements)

References 20 publications

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“…In the case of [56], the authors investigate DQ in the context of Internet of Thing. In [49], besides presenting a DQ methodology, the authors review DQ dimensions and other methodologies to assess DQ. In addition, some PS relate DQ with a particular domain, for example, Big Data [32,69], Data Warehouses [72] and Open Data [29].…”

Section: Review Resultsmentioning

confidence: 99%

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Use of Context in Data Quality Management: a Systematic Literature Review

Serra¹,

Peralta²,

Marotta³

et al. 2022

Preprint

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The importance of context in data quality (DQ) was shown many years ago and nowadays is widely accepted. Early approaches and surveys defined DQ as fitness for use and showed the influence of context on DQ. This paper presents a Systematic Literature Review (SLR) for investigating how context is taken into account in recent proposals for DQ management. We specifically present the planning and execution of the SLR, the analysis criteria and our results reflecting the relationship between context and DQ in the state of the art and, particularly, how that context is defined and used for DQ management.CCS Concepts: • Data Quality → Context in Data Quality Management.

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Section: Review Resultsmentioning

confidence: 99%

“…On the other hand, we find PS focused on methodologies. The most of these work are focused on methodologies for data or information quality, specifically considering evaluation and improvement tasks [5,7,9,25,49,50,55,60,77,81]. As seen before, [55] describes a DQ framework, but it also includes a DQ methodology.…”

Section: Review Resultsmentioning

confidence: 99%

Use of Context in Data Quality Management: a Systematic Literature Review

Serra¹,

Peralta²,

Marotta³

et al. 2022

Preprint

View full text Add to dashboard Cite

show abstract

“…oriunda do emissor necessita chegar ao receptor de forma clara e íntegra para ser posta em prática como um ato. Isso reforça a importância da qualidade da informação na comunicação institucional, sendo esta elemento de destaque no processo de tomada de decisão do gestor em uma organização (GREEF, 2019;GÜNTHER et al, 2019). Tal tópico é reforçado pelo que nos apresenta a Associação Brasileira de Normas Técnicas, que especifica os requisitos de gestão da segurança da informação no Brasil e que conceitua "qualidade em uso" como sendo "a visão da qualidade sob a perspectiva do usuário" (ABNT, 2013).…”

Section: Gestão Da Informaçãounclassified

A importância da Universidade para eficiência da gestão da informação no setor público / The importance of the University for efficient information management in the public sector

Santana¹,

Sales²,

Neto³

2021

BJDV

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RESUMOOrganizações públicas lidam com inúmeras informações, muitas sem a devida qualidade, induzindo a uma gestão ineficiente. Uma das atribuições dos gestores de uma organização pública, por meio do uso de informações de maneira adequada, é de aferir a eficiência nos seus atos, a fim de proporcionar economicidade, bem como possibilitar prestação de serviços à sociedade com maior qualidade. O presente estudo busca apresentar a importância que as ferramentas modernas de gestão da informação exercem como contribuição para a qualidade dos serviços no setor público. Nesse sentido, destaca-se o papel da universidade, disponibilizando pesquisas que fazem parte da produção científica sobre técnicas de gestão da qualidade da informação, com possibilidade de aplicação prática, como mecanismos capazes de contribuir para a melhoria da gestão pública. O

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“…Taking decisions, particularly managerial ones, is a daily, routine activity but also a complex one, requiring a lot of work associated with acquiring information, data quality and risk assessment (Günther et al, 2019). Decision-making, making choices, is a fundamental managerial activity which is performed regardless of the rank in the hierarchy or type of activity (Weiss, 2008).…”

Section: The Quality Of Decisions and Decision-making Processesmentioning

confidence: 99%

The Quality of the Decision-Making Process in Road Transport

Sałek

2019

Quality Production Improvement - QPI

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The issue of quality is a very important aspect of the operation of transport companies. In relation to the area of their activity it primarily focuses on the quality of services provided, which can be verified e.g. on the basis of timeliness of deliveries or accepted complaints. This allows for examining the quality after providing the service in order to take future pro-quality actions. However, is it possible to affect the quality of services provided before their provision? The transport process itself is preceded with a range of actions taken within the framework of detailed planning and organization, which can significantly influence the quality of services. The decisions made at the management level are conditioned by many factors determining the course of future events, however, this is not always enough to make the process run uninterruptedly. Therefore, it is important to structure basic actions at the initial stage so as to allow the smooth conduct of the decision-making process for the specific task in order to subsequently focus on the detailed analysis of the actions planned. In the paper, the author attempts to characterize the fundamental factors affecting the decisions taken during the planning and organization of the transport process. The objective of the conducted research is to verify initial decisions and their significance for the improvement in the quality of transport services provided. There was conducted the algorithmization of actions and interpretation of their importance for the quality of decisions taken at the preparatory stage and during transport.

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Data quality assessment for improved decision-making: a methodology for small and medium-sized enterprises

Cited by 30 publications

References 20 publications

Use of Context in Data Quality Management: a Systematic Literature Review

Use of Context in Data Quality Management: a Systematic Literature Review

A importância da Universidade para eficiência da gestão da informação no setor público / The importance of the University for efficient information management in the public sector

The Quality of the Decision-Making Process in Road Transport

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