Elicitation and prioritization of requirements for electronic health records for oncology in low resource settings: A concept mapping study

Kabukye, Johnblack K; Keizer, Nicolet de; Cornet, Ronald

doi:10.1016/j.ijmedinf.2019.104055

Cited by 10 publications

(7 citation statements)

References 27 publications

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“…There is no agreed-upon number of people needed for the concept mapping (Ariadne, 2015;Rosas & Kane, 2012;Trochim, 1989). The sample size in our study is consistent with previous studies that have used a concept mapping methodology (Iris et al 2010;Johnson et al 2014;Kabukye et al 2020;Niemeijer et al 2011;Robinson & Trochim, 2007). Our aim was not to have a representative sample but rather to inform our understanding of complex phenomena.…”

Section: Limitationssupporting

confidence: 58%

What are the core competencies of a mental health nurse? A concept mapping study involving five stakeholder groups

Moyo

Jones

Gray

2022

Int J Mental Health Nurs

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Mental health nurses aim to provide high-quality care that is safe and personcentred. Service users require individualized care, responsive to their preferences, needs, and values. The views of service users, mental health nurses, nurse academics, psychiatrists, and nurse managers about the core competencies of mental health nurses have not been explored. Our study aimed to describe and contrast the views of multiple stakeholder groups on the core competencies of mental health nurses. Concept mapping is a six-step mixed-methods study design that combines qualitative data with principal component analysis to produce a two-dimensional concept map. Forty-eight people participated in the study from five stakeholder groups that included service users and clinicians. The final concept map had eight clusters: assessment and management of risk; understanding recovery principles; person-and family-centred care; good communication skills; knowledge about mental disorders and treatment; evaluating research and promoting physical health; a sense of humour; and physical and psychological interventions. There were important differences in how service users and health professionals ranked the relative importance of the clusters. Service users reported the understanding recovery principles cluster as the most important, whilst health professionals ranked the assessment and management of risk group the most important. There may be a disconnect between what service users and other stakeholders perceive to be the core competencies of mental health nurses. There is a need for more research to examine the differing perspectives of service users and health professionals on the core competencies of mental health nurses.

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Section: Limitationssupporting

confidence: 58%

What are the core competencies of a mental health nurse? A concept mapping study involving five stakeholder groups

Moyo

Jones

Gray

2022

Int J Mental Health Nurs

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“…Although users were asked to describe an ideal medical recliner, further instructions proved to be necessary. On the one side, surveys do not allow an in‐depth exploratory study, limiting the understanding of user opinion to the questions in the data collection instrument (Kabukye et al, 2017). Semi‐structured interviews, however, share characteristics from both previous methods and were therefore considered suitable for this study.…”

Section: Conclusion Limitations and Practice Implicationsmentioning

confidence: 99%

“…Different methods are used to elicited different responses from user requirements, and a correct method selection is critical to generate appropriate end‐user requirements (Bühler, 1996; Garmer et al, 2002; Hilligoss et al, 2019; Pinto et al, 2014). Kabukye et al (2017), for example, applied semi‐structured focus group discussion and follow‐up unstructured interviews to elicit user opinion regarding the use of Electronic Medical Records systems in oncology services in developing countries. Even though elicited requirements were similar to those of developed countries (most likely because of disease complexity), their research allowed users to identify how the system should be flexible in dealing with common differences in healthcare and unknown challenges that may arise in time.…”

Section: Introductionmentioning

confidence: 99%

User‐centered requirement elicitation for the procurement of medical equipment used by different services and types of end‐users

Cardoso

Brust‐Renck

Fogliatto

et al. 2021

Hum Ftrs & Erg Mfg Svc

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We propose a method to collect data on user requirements of medical equipment shared by different users and services, relate those requirements with the equipment's technical features, and rank the most important features to be considered when procuring the equipment, leading to more effective procurement decision making. Our method is structured in three phases: (i) elicit the device's technical characteristics, (ii) determine user requirements, and (iii) relate technical characteristics to user requirements. The method is applied to rank the most relevant features of a hospital recliner used by seven services and three types of users. Our results indicate the 10 most relevant factors (requirements) for an “ideal” hospital recliner with potential impact on outputs (importance scores). A final list of 32 items was useful for comparing user requirements and identifying key features that address the most relevant requirements. User‐centered approaches to requirements elicitation in medical equipment procurement promote healthcare benefits, safety, and end‐user satisfaction. Potential use of our approach goes beyond our application case study into many other categories of procurement decisions and into other industry and business applications, wherever multiple stakeholders' requirements should be considered in decisions with multiple value dimensions of value.

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“…There are very few pieces of evidence and research done on the automation process of prioritizing requirements. Lots of medical documents have been prioritized and subsequently used in the research thereof [99]. Similarly, the Software Requirements Specification document can be used as a source and the classified requirements can be prioritized by using NLP techniques backed by ML algorithms.…”

Section: Final Research Proposal In Chosen Topicmentioning

confidence: 99%

Use of Natural Language Processing in Software Requirements Prioritization – A Systematic Literature Review

Vijayakumar

Nethravathi

2021

IJAEML

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Purpose: Research involves the creation and implementation of new ideas by keeping the existing work as a foundation. The literature review done in this paper is to familiarise and to know about the domain of research to integrate the existing ideas with the new ones. Methodology: The literature that is required for this study is chosen from multiple secondary sources such as journals, conference proceedings, and web resources. All the pieces of literature are carefully studied and summarised. This is further used to arrive at Research agendas and Research gaps. Findings/Result: It has been observed and understood that Natural Language Processing (NLP) is a field involving analysis and processing of textual contents. It also requires Machine Learning Algorithms to support the processing. This combination has already been used in various domains, the important one being the health sector. EMR data is huge and NLP can successfully process and prioritize them in different dimensions. In that direction, the same concept and technology can be applied to Software Engineering also and Requirements can be prioritized. Originality: This literature review study is carried out using secondary data which is collected through various online sources. The information thus gathered will be used in the future to build upon existing theory and framework or build a new methodology. It is also seen that any conclusion or decision is not biased or unidirectional. A sincere effort is made to identify a research topic to carry out the research. Paper Type: Literature Review.

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Elicitation and prioritization of requirements for electronic health records for oncology in low resource settings: A concept mapping study

Cited by 10 publications

References 27 publications

What are the core competencies of a mental health nurse? A concept mapping study involving five stakeholder groups

What are the core competencies of a mental health nurse? A concept mapping study involving five stakeholder groups

User‐centered requirement elicitation for the procurement of medical equipment used by different services and types of end‐users

Use of Natural Language Processing in Software Requirements Prioritization – A Systematic Literature Review

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