Record Linkage of Anonymous Data by Control Numbers

Thoben, Wilfried; Appelrath, Hans-Jürgen; Sauer, Sebastian

doi:10.1007/978-3-642-79999-0_43

Cited by 6 publications

(9 citation statements)

References 1 publication

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“…The prevalent opinion is that their colleagues may acquire their knowledge and thus be promoted while they would be relegated to a lower status. This is supported by [2] who summarise this barrier as idea robbery.…”

Section: Trust/informationalmentioning

confidence: 83%

“…The terms used were: "collaborative knowledge", "knowledge transfer", "knowledge sharing" and "barriers". With this literature review 176 barriers where identified based on the works of [2,[4][5][6][7][8][9][10][11]. However, some of them were repeated or very similar and then they were aggregated making a total of 96 barriers.…”

Section: Methodsmentioning

confidence: 99%

“…The desire to save face can constitute a significant barrier to active participation in a CK process [7,77]. Moreover, the lack of awareness of knowledge management strategies and instruments [2] and the lack of employee willingness to share knowledge [37] are also important barriers to be considered, as Thoben et al [2] declare that only few companies have an explicit knowledge management strategy implemented, nor determined corresponding responsibilities.…”

Section: Management/contextualmentioning

confidence: 99%

“…Limitations at the inter-collaborative level are imposed by the different time zones and geographical distances [2]. Whereas communication is normally synchronous within the organisation's functional limits, information transfer at superior levels must be done in an asynchronised way as the enterprises tend to be located in different time zones.…”

Section: Environment/contextualmentioning

confidence: 99%

“…The informational perspective presents barriers on an individual level because of the individuals' poor skills to communicate information [5]. Lack of expressiveness and aptitudes to explain concepts, ideas or initiatives, will slow down the collaborative management process At the intra-collaborative level, organisations must fight against the problems which arise from using inadequate communication channels [2]. Preferring one channel to another depends on whether the message is routine or not.…”

Section: Environment/informationalmentioning

confidence: 99%

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Conceptualisation of the Three-Dimensional Matrix of Collaborative Knowledge Barriers

Sanchís

Sanchis-Gisbert²,

Mula

2020

Sustainability

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Nowadays, collaborative knowledge management (CKM) is well accepted as a decisive asset in the field of networked enterprises and supply chains. However, few knowledge management initiatives have been performed successfully because, in most cases, the barriers that hinder the CKM process are unknown and misunderstood. Currently, the research reveals different uni-and bi-dimensional barriers' classifications, however multi-dimensional approaches provide a better view of the complexity in the area of CKM. Therefore, this paper proposes the three-dimensional matrix of collaborative knowledge barriers taking into account: (i) perspectives; (ii) levels and (iii) barriers blocks to provide a reference way to audit the CKM barriers, and thus, in further research, focus on the corrections and adjustments to guarantee the success while implementing a CKM project.

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Section: Trust/informationalmentioning

confidence: 83%

Section: Methodsmentioning

confidence: 99%

Section: Management/contextualmentioning

confidence: 99%

Section: Environment/contextualmentioning

confidence: 99%

Section: Environment/informationalmentioning

confidence: 99%

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Conceptualisation of the Three-Dimensional Matrix of Collaborative Knowledge Barriers

Sanchís

Sanchis-Gisbert²,

Mula

2020

Sustainability

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BRIDGE: Administering Small Anonymous Longitudinal HCI Studies with Snowball-Type Sampling

Sandnes

2021

Human-Computer Interaction – INTERACT 2021

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HIDE: Short IDs for Robust and Anonymous Linking of Users Across Multiple Sessions in Small HCI Experiments

Sandnes

2021

Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems

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Record linking is needed to analyze observations across multiple sessions. However, recent privacy legislature such as the General Data Protection Regulations (GDPR) restricts the storage of information that identify individuals. Obtaining permissions to store information about individuals can be bureaucratic and time-consuming. Anonymous schemes such as self-generated ids and machine generated ids have been proposed. However, self-generated linking ids demand effort from the participants, while machine assisted schemes typically generate long and incomprehensible ids. Consequently, there is a risk that students and researchers will limit their research to single session experiments to avoid privacy issues. To simply the administration of small multi-session experiments, the HIDE procedure is proposed for generating short human readable ids for linking participants across multiple sessions while maintaining anonymity and being robust to input errors. The approach is different from previous approaches in that the goal is to minimize the length of the linking ids. First, the procedure converts the participant's name into a phonetic representation. Next, this phonetic representation is hashed, and a truncated snippet of the hash is used as the linking id. HIDE is initialized by searching for a salt that minimizes the id lengths. Experiments show that the procedure is capable of coding small experiments with 20 participants using two digits, and experiments of around 200 participants with four digits. An implementation of the procedure has been made available through a simple web interface. It is hoped that the procedure can help students and HCI researchers collect more comprehensive data by following participants over time, while protecting their privacy.CCS CONCEPTS • CCS Human-centered computing → Human computer interaction (HCI) → Empirical studies in HCI

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Record Linkage of Anonymous Data by Control Numbers

Cited by 6 publications

References 1 publication

Conceptualisation of the Three-Dimensional Matrix of Collaborative Knowledge Barriers

Conceptualisation of the Three-Dimensional Matrix of Collaborative Knowledge Barriers

BRIDGE: Administering Small Anonymous Longitudinal HCI Studies with Snowball-Type Sampling

HIDE: Short IDs for Robust and Anonymous Linking of Users Across Multiple Sessions in Small HCI Experiments

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