This document describes the development and initial validation of the Wheelchair Interface Questionnaire (WIQ), which aims to provide a brief professional assessment of the fit between a wheelchair user and their wheelchair. The WIQ was developed based on a need identified during field studies in Kenya for an outcome measure focused specifically on the user-wheelchair interface. It involves two rounds of online surveys and a focus group with 24 experienced wheelchair professionals to evaluate the face and content validity. Their feedback supported the WIQ as a useful tool that is brief, widely applicable, and provides specific feedback to inform wheelchair modifications. The preliminary studies indicate the WIQ demonstrates initial validity as a method for professionals to assess the user-wheelchair interface.
This document provides biographical information on Dr. Walter Bradley Fain, including his educational background, employment history, fields of interest, and experience. It details that he is currently a Principal Research Scientist at the Georgia Institute of Technology, with over 20 years of experience in fields related to human factors, accessibility, and universal design. It also lists numerous projects he has led in these areas for government and private organizations.
Assessing Effectiveness of Information Presentation Using Wearable Augmented ...CSCJournals
Technological intervention that supports data transfer of sending summary of the patient vitals through the transfer of care would be a great benefit to the trauma care department. This paperfocuses on presenting the effectiveness of information presentation on using wearable augmented reality devices to improve human decision making during transfer of care for surgicaltrauma, and to improve user experience and reduce cognitive workload. The results of this experiment can make significant contributions to design guidelines for information presentation on small form factors especially in time critical decision-making scenarios.This could potentially help medical responders in the trauma care center to prepare for treatment materials such asmedicines, diagnostic procedures, bringing in specialized doctors or consulting the advice of experienced doctors and calling in support staff as required, and so on.
Visual Neural Networking with Mobile Medical Imaging discusses how mobile medical imaging can empower care teams to deliver better patient care. It allows teams to communicate and collaborate anywhere, anytime with medical images and video. Annotated images and audio files help document care. Specialist consultations can be captured at the point of care. Secure portals allow multi-disciplinary teams to coordinate faster, smarter patient-centric care. The document provides examples of clinical uses like telestroke and virtual tumor boards. It argues this approach can improve outcomes while reducing costs.
Medical Simulation Market to Reach US$ 2.50 Billion by 2022Amy Williams
The medical simulation market is expected to reach $2.50 billion by 2022, growing at over 15% annually. Key drivers include technological innovation, demand for minimally invasive treatments, and focus on patient safety. The market is segmented by product/service, end user, and region. It includes simulation training services, software, anatomical models, and endovascular simulators used by hospitals, military, and academics for education. The report provides an overview, market analysis, company profiles of major players, and identifies new opportunities in the medical simulation industry.
The document discusses two frameworks - SETT (Student, Environments, Tasks, and Tools) and AF (Adaptations Framework) - that are used to determine students' needs for assistive technology (AT). SETT provides a structure for collaborative groups to consider what AT devices and services a student requires for educational access. The AF helps professionals decide what type of adaptations would most benefit a student by asking a series of questions. It also provides a chart to develop a case study by adding additional components for an individual student.
This curriculum vitae summarizes Manon Maitland Schladen's background and experience in disability and rehabilitation research. She has over 20 years of experience directing research projects, with a focus on patient-centered design, qualitative methods, and online learning interventions. She is currently a director at the VA Medical Center and a senior research associate at MedStar National Rehabilitation Hospital, where she manages several funded research projects related to spinal cord injury and telehealth technologies.
Information Technology Management in Healthcare Organizations: Part 1 (Octobe...Nawanan Theera-Ampornpunt
Presented at the Master of Science and Doctor of Philosophy Programs in Data Science for Healthcare and Clinical Informatics, Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand on October 20, 2021
This document discusses considerations for developing a telemedicine program for rheumatology patients. It addresses various topics such as appropriate patient types, modalities for consultation, workflow including triage and follow-up, challenges of medical education, and future applications using technologies like artificial intelligence. Key principles discussed are using a framework that considers all stakeholders' perspectives, shared decision-making between providers and patients, and choosing modalities appropriate for individual patients and conditions.
This document provides biographical information on Dr. Walter Bradley Fain, including his educational background, employment history, fields of interest, and experience. It details that he is currently a Principal Research Scientist at the Georgia Institute of Technology, with over 20 years of experience in fields related to human factors, accessibility, and universal design. It also lists numerous projects he has led in these areas for government and private organizations.
Assessing Effectiveness of Information Presentation Using Wearable Augmented ...CSCJournals
Technological intervention that supports data transfer of sending summary of the patient vitals through the transfer of care would be a great benefit to the trauma care department. This paperfocuses on presenting the effectiveness of information presentation on using wearable augmented reality devices to improve human decision making during transfer of care for surgicaltrauma, and to improve user experience and reduce cognitive workload. The results of this experiment can make significant contributions to design guidelines for information presentation on small form factors especially in time critical decision-making scenarios.This could potentially help medical responders in the trauma care center to prepare for treatment materials such asmedicines, diagnostic procedures, bringing in specialized doctors or consulting the advice of experienced doctors and calling in support staff as required, and so on.
Visual Neural Networking with Mobile Medical Imaging discusses how mobile medical imaging can empower care teams to deliver better patient care. It allows teams to communicate and collaborate anywhere, anytime with medical images and video. Annotated images and audio files help document care. Specialist consultations can be captured at the point of care. Secure portals allow multi-disciplinary teams to coordinate faster, smarter patient-centric care. The document provides examples of clinical uses like telestroke and virtual tumor boards. It argues this approach can improve outcomes while reducing costs.
Medical Simulation Market to Reach US$ 2.50 Billion by 2022Amy Williams
The medical simulation market is expected to reach $2.50 billion by 2022, growing at over 15% annually. Key drivers include technological innovation, demand for minimally invasive treatments, and focus on patient safety. The market is segmented by product/service, end user, and region. It includes simulation training services, software, anatomical models, and endovascular simulators used by hospitals, military, and academics for education. The report provides an overview, market analysis, company profiles of major players, and identifies new opportunities in the medical simulation industry.
The document discusses two frameworks - SETT (Student, Environments, Tasks, and Tools) and AF (Adaptations Framework) - that are used to determine students' needs for assistive technology (AT). SETT provides a structure for collaborative groups to consider what AT devices and services a student requires for educational access. The AF helps professionals decide what type of adaptations would most benefit a student by asking a series of questions. It also provides a chart to develop a case study by adding additional components for an individual student.
This curriculum vitae summarizes Manon Maitland Schladen's background and experience in disability and rehabilitation research. She has over 20 years of experience directing research projects, with a focus on patient-centered design, qualitative methods, and online learning interventions. She is currently a director at the VA Medical Center and a senior research associate at MedStar National Rehabilitation Hospital, where she manages several funded research projects related to spinal cord injury and telehealth technologies.
Information Technology Management in Healthcare Organizations: Part 1 (Octobe...Nawanan Theera-Ampornpunt
Presented at the Master of Science and Doctor of Philosophy Programs in Data Science for Healthcare and Clinical Informatics, Department of Clinical Epidemiology and Biostatistics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand on October 20, 2021
This document discusses considerations for developing a telemedicine program for rheumatology patients. It addresses various topics such as appropriate patient types, modalities for consultation, workflow including triage and follow-up, challenges of medical education, and future applications using technologies like artificial intelligence. Key principles discussed are using a framework that considers all stakeholders' perspectives, shared decision-making between providers and patients, and choosing modalities appropriate for individual patients and conditions.
This document presents a study on factors affecting attitudes towards using ride-sharing apps in Bangladesh. It discusses literature on perceived ease of use (PEOU), perceived usefulness (PU), and attitude towards using (ATU) ride-sharing apps. Four research questions and objectives are proposed to examine the impact of PEOU and PU on ATU, and whether PU mediates the relationship between PEOU and ATU. Hypotheses are developed and a conceptual framework is presented. A survey was conducted with 237 respondents and data was analyzed using reliability testing, factor analysis, and structural equation modeling. The results found PEOU positively impacts PU, PU positively impacts ATU, and PU mediates the relationship between PEOU and
The document discusses reliability of visualization tools based on a human factors study of a pediatric intensive care data integration platform. The key finding was that clinicians placed low reliability on data representations as they did not know how they were established or derived. Usability issues observed could lead to improvements in design of data integration software. Cognitive overload is also discussed as an issue with bioinformatics tools and electronic medical records due to complex data visualization and multiple visual cues that can divide user attention and increase errors. Human factors play a role in designing effective visualization tools that minimize cognitive load.
This document presents the methodology for evaluating a minimum viable product (MVP) mobile application of the International Classification of Functioning (ICF) through multi-site user testing. The evaluation will assess usability, validity of functioning descriptions, and technology acceptance at test sites in multiple countries. Small groups of 30 users and 2-4 providers will provide feedback over 5 iterations to inform rapid app updates. Both formative and summative evaluations will gather opinions on information quality, system quality, and service quality. The results will contribute to evidence on health and quality of life impacts and efficiency gains from using the ICF mobile solution.
This document presents the methodology for evaluating a minimum viable product (MVP) mobile application of the International Classification of Functioning (ICF) through multi-site user testing. The evaluation will assess information quality, system quality, and service quality to inform further development. Small groups of 30 users and 2-4 providers at each test site will provide feedback over 5 iterations in 6 months. Evaluations in different countries will measure usefulness, ease of use, and acceptance using the Technology Acceptance Model. The results will contribute to understanding health outcomes from using mobile health tools in integrated care.
A Critical Evaluation of Popular UX Frameworks Relevant to E-Health Appsrinzindorjej
This research paper aims to evaluate the usability, accessibility, and effectiveness of the current User Experience (UX) frameworks relevant to mobile health apps, with a specific focus on the FitBit app. The selected UX frameworks for evaluation include Nielsen Norman Group's 10 Usability Heuristics, Don Norman's Three Levels of Design, and Human-Centered Design. A mixed-method approach, comprising both qualitative and quantitative analyses, was employed to evaluate these frameworks. The FitBit app was assessed based on the selected frameworks, and the obtained results were compared with existing literature and industry standards. The main subject of this study is the critical evaluation of popular UX frameworks in the context of e-health apps, with a specific emphasis on the FitBit app. The evaluation factors considered include usability, accessibility, and effectiveness. By utilizing the selected UX frameworks, the paper seeks to identify the strengths and limitations of each framework in evaluating e- health apps. The achieved results reveal that Nielsen Norman Group's 10 Usability Heuristics are valuable in identifying usability issues within the FitBit app. Don Norman's Three Levels of Design effectively evaluate the overall user experience, providing insights into the app's design quality. Human- Centered Design, on the other hand, offers a comprehensive and holistic approach to designing for the user, encompassing various aspects of the FitBit app. Through this research, a comprehensive understanding of the strengths and limitations of the evaluated UX frameworks in relation to e-health apps, specifically the FitBit app, is attained. The findings contribute to the existing literature on UX evaluation and provide insights for designers and developers to enhance the user experience of mobile health applications.
The International Journal of Computational Science, Information Technology an...rinzindorjej
The International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE) is an open access peer-reviewed journal that publishes quality articles which make innovative contributions in all areas of Computational Science, Mathematical Modeling, Information Technology, Networks, Computer Science, Control and Automation Engineering. IJCSITCE is an abstracted and indexed journal that focuses on all technical and practical aspects of Scientific Computing, Modeling and Simulation, Information Technology, Computer Science, Networks and Communication Engineering, Control Theory and Automation. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced techniques in computational science, information technology, computer science, chaos, control theory and automation, and establishing new collaborations in these areas.
The International Journal of Computational Science, Information Technology an...rinzindorjej
The International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE) is an open access peer-reviewed journal that publishes quality articles which make innovative contributions in all areas of Computational Science, Mathematical Modeling, Information Technology, Networks, Computer Science, Control and Automation Engineering. IJCSITCE is an abstracted and indexed journal that focuses on all technical and practical aspects of Scientific Computing, Modeling and Simulation, Information Technology, Computer Science, Networks and Communication Engineering, Control Theory and Automation. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced techniques in computational science, information technology, computer science, chaos, control theory and automation, and establishing new collaborations in these areas.
A doctor recommender system based on collaborative and content filteringIJECEIAES
The volume of healthcare information available on the internet has exploded
in recent years. Nowadays, many online healthcare platforms provide
patients with detailed information about doctors. However, one of the most
important challenges of such platforms is the lack of personalized services
for supporting patients in selecting the best-suited doctors. In particular, it
becomes extremely time-consuming and difficult for patients to search
through all the available doctors. Recommender systems provide a solution
to this problem by helping patients gain access to accommodating
personalized services, specifically, finding doctors who match their
preferences and needs. This paper proposes a hybrid content-based
multi-criteria collaborative filtering approach for helping patients find the
best-suited doctors who meet their preferences accurately. The proposed
approach exploits multi-criteria decision making, doctor reputation score,
and content information of doctors in order to increase the quality of
recommendations and reduce the influence of data sparsity. The
experimental results based on a real-world healthcare multi-criteria (MC)
rating dataset show that the proposed approach works effectively with regard
to predictive accuracy and coverage under extreme levels of sparsity.
This work aims to provide a practical guide to assist students of Computer Science
courses and related fields to conduct a systematic literature review. The steps proposed
in this paper to conduct a systematic review were extracted from a technical report
published by the researcher Bárbara Kitchenham [1] and arranged in a more objective
format, in order to make information more accessible and practical, especially for those
who are having their first contact with this technique.
Prediction of transportation specialized views of median safetyiaemedu
This document summarizes a research article that proposes a hierarchical fuzzy inference system to analyze transportation experts' subjective opinions on factors influencing median safety. It describes constructing fuzzy membership functions based on literature reviews and experts' judgments to represent how six factors (ADT, median width, etc.) influence safety. A hierarchical structure reduces computational complexity. The system was validated by comparing its fuzzy median safety index values to observed crash data. Results showed indexes increasing exponentially with crash frequency, indicating the system reasonably explains median safety on the roadways studied.
Prediction of transportation specialized views of median safetyIAEME Publication
This document summarizes a research article that proposes a hierarchical fuzzy inference system to analyze transportation experts' subjective opinions on factors influencing median safety. It describes constructing fuzzy membership functions based on literature reviews and experts' judgments to represent how six factors (ADT, median width, etc.) influence safety. A hierarchical structure reduces computational complexity. The system was validated by comparing its fuzzy median safety index values to observed crash data. Results showed indexes increasing exponentially with crash frequency, indicating the system reasonably explains median safety for the studied roadways.
How accurate does geographic information (GI) need to be, when compared to the real world, to gain user trust? To better understand the user experience, do we need to consider data structures, formats and user
manuals as types of user interface? What caused KML to become a de facto standard, overtaking GML, which
is seemingly well engineered?
These questions concern the usability of GI. While the GIS industry is starting to be aware of the importance
of usability in software and hardware product development, so, too, are some providers of GI. There is,
however a lack of research and methodologies designed for understanding usability of information itself
rather than the interface or system through which it is presented. This is both a huge oversight and
opportunity, when considering that information can sometimes cost 95% of the total project value, or that in
many products the information itself is critical to the user’s experience – for example, in personal navigation
devices (PND). The level of usability of GI combined with system usability can also impact on productivity as
significant time and resources may be spent on their management. In some situations it can even have
safety critical implication – as in the case of a satnav user who followed directions on to a rail track minutes
before a train crashed into her car (BBC®, 2008).
This paper is based on a report from a workshop that was organised by Ordnance Survey to discuss the
usability of GI. It was a first opportunity for researchers from diverse backgrounds, including cartography, GI
science, human factors, ergonomics and human-computer interaction to come together and discuss this
important issue. The outcomes of the workshop, though preliminary, are relevant to any user of GI – and the
issues identified might change the way people in the industry think about and evaluate GI products alongside
applications.
Nowadays, computers and internet are playing the major role in the development of business and different aspects of human lives; hence, the quality of user-computer interface became an important issue. User interface (UI) can become an Achilles heel in a well-functioning system; due to the fact that most users judge the quality of a product by its usability. The UI layout design improves the usability of a product and accordingly may determine its success; so, due to this and more, the need of an objective way of evaluation of UI has arisen. This paper discusses various UI usability evaluation techniques and shows the recent developments in this field.
A Conceptual Design And Evaluation Framework For Mobile Persuasive Health Tec...Kate Campbell
This document presents a conceptual framework for designing and evaluating the usability of mobile persuasive health technologies. It begins with an introduction on the increasing popularity and use of mobile health apps but also notes that evaluating these apps, particularly with regards to usability, remains a challenge.
The document then reviews existing models for evaluating usability, including the Persuasive Systems Design (PSD) model, various usability models like ISO and Nielsen, and integrated models like PACMAD. It notes that while PSD is useful for design, it is limited for evaluation as its principles are subjective and cannot be easily quantified.
The paper then proposes extending the PSD model with an integrated usability model and using fuzzy analytic hierarchy process to
The Net Positive Valuation of Information and Communication Technology in Onl...Sustainable Brands
This document provides an overview of a report analyzing the net positive valuation of information and communication technology (ICT) in online education, using Arizona State University's (ASU) online education program, ASU Online, as a case study. The report was prepared by sustainability scientists and researchers from ASU, Walton Sustainability Solutions Initiatives, and Dell, Inc. It reviews literature on online education and the role of ICT. It then describes ASU's business model and goals for expanding online education delivery. The report develops models to analyze the holistic value and potential socio-economic and environmental impacts of ASU Online through 2030, finding that increased online education could enable more graduates while reducing resources and impacts per graduate.
A Systematic Literature Review On Vehicle-Purchasing BehaviourAaron Anyaakuu
This systematic literature review examines factors that influence consumer preferences between green and non-green vehicles. The review identified 20 relevant articles through databases searches and selected them based on eligibility criteria. Thematic analysis of the articles revealed three main themes of factors that impact vehicle purchasing preferences: 1) Financial attributes like purchase price, maintenance costs, and incentives/subsidies; 2) Environmental concerns like reducing emissions and sustainability; 3) Technical attributes of vehicles like performance, range, and availability of charging infrastructure. Understanding these preference factors can help increase adoption of green vehicles and inform policies to transition consumers away from non-green options.
Advance Diagnostic Tool for Android Devices: A Performance Analyzing Tool for...dbpublications
Abstract— this paper will provide the diagnostic tool solution for the measurement of values with proper units from various signals of Android Device. This application will be used for concluding the signal strength from various Transmitters; Trans receivers of mobile device. This includes GPS Receiver, Acceleration & Gravity Sensor, Rotation Sensor, Magnetic Sensors, Orientation Sensor, Relative Humidity Sensor, Proximity Sensor, Cell Network receivers & Wi-Fi Receiver. This paper provides the diagnostic tool for all the above said components of mobile device with appropriate units.
PowerPoint presentation and a one page Word documentYou should .docxstilliegeorgiana
PowerPoint presentation and a one page Word document:
You should focus on the following:
1: What is the issue/topic?
2: Why is it important? Who cares?
3: What did the authors find in their research?
4: What did you like about the research? What were potential flaws/shortcomings of the research?
5: Propose your research that improves/expands upon what the authors did in this study.
Discussion 1 (Emerging Threats and Counter Measures) 400 Words
Wikis for Learning and Collaboration
A wiki is a collaborative web site that collects and organizes content, created and revised by its users. The most well-known example is Wikipedia. Wikis are a way to grow a knowledge base around a particular content area, be it best practices in a particular field or how to use a specific piece of hardware/software. A hallmark of Web 2.0 is that it improves as more people use it and this approach underlies wiki-based learning. It is based on the idea that within any enterprise, a great deal of knowledge exists among the members. Sharing this knowledge and information can raise the organization’s intelligence level, be it a university, an association, a corporation or club.
How basic discretion steps can help in countermeasures?
Conduct your own research and post a short relevant summary of your findings. ( Post current information, not older than five years ). Use not more than three (3) references.
TextBook:
Amoroso, E. G. (2012). Cyber-attacks: protecting national infrastructure. Elsevier.
Discussion 2 (InfoTech in a Global Economy) – 400 words
Do you feel that countries and companies need explicit strategies for technology development, given the tremendous amount of largely spontaneous creativity that occurs today, often in areas where new technologies are not expected to exert a great influence. Why or why not?
Please make your initial post and two response posts substantive. A substantive post will do at least TWO of the following:
· Ask an interesting, thoughtful question pertaining to the topic
· Answer a question (in detail) posted by another student or the instructor
· Provide extensive additional information on the topic
· Explain, define, or analyze the topic in detail
· Share an applicable personal experience
· Provide an outside source (for example, an article from the UC Library) that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)
· Make an argument concerning the topic.
At least one scholarly source should be used in the initial discussion thread. Be sure to use information from your readings and other sources from the UC Library. Use proper citations and references in your post.
TextBook:
Bashir, I. (2017). Mastering Blockchain. Birmingham, UK: Packt Publishing. (UC Library)
• Kressel, H., & Lento, T. V. (2012). Entrepreneurship in the Global Economy : Engine for Economic Growth. Cambridge, UK: Cambridge University Press. (Included through library subscription)
• Medina, C ...
Human factors, user requirements and user acceptance of Shared Automated Vehi...CREDSUK
Natasha Merat, Human Factors and Safety Group, Institute for Transport Studies, University of Leeds
Commission on Travel Demand Shared Mobility Inquiry: Evidence Session 3
Leeds, 18 June 2019
The Commission on Travel Demand (CTD) is an expert group initially established as part of the UK Research and Innovation funded ‘DEMAND’ Centre initiative to explore the how to reduce the energy and associated carbon emissions associated with transport. The Commission’s first report “All Change? The Future of Travel Demand and its implications for policy and planning” reviewed declining trends in per capita travel across the UK and the reasons for this.
The first topic will be shared mobility. This will be explored through a call for evidence and expert evidence sessions from April 2019 involving regular engagement from national, local and regional government, NGOs, business and academics from both the UK and overseas.
About this webinar: This talk will introduce what cancer rehabilitation is, where it fits into the cancer trajectory, and who can benefit from it. In addition, the current landscape of cancer rehabilitation in Canada will be discussed and the need for advocacy to increase access to this essential component of cancer care.
This document presents a study on factors affecting attitudes towards using ride-sharing apps in Bangladesh. It discusses literature on perceived ease of use (PEOU), perceived usefulness (PU), and attitude towards using (ATU) ride-sharing apps. Four research questions and objectives are proposed to examine the impact of PEOU and PU on ATU, and whether PU mediates the relationship between PEOU and ATU. Hypotheses are developed and a conceptual framework is presented. A survey was conducted with 237 respondents and data was analyzed using reliability testing, factor analysis, and structural equation modeling. The results found PEOU positively impacts PU, PU positively impacts ATU, and PU mediates the relationship between PEOU and
The document discusses reliability of visualization tools based on a human factors study of a pediatric intensive care data integration platform. The key finding was that clinicians placed low reliability on data representations as they did not know how they were established or derived. Usability issues observed could lead to improvements in design of data integration software. Cognitive overload is also discussed as an issue with bioinformatics tools and electronic medical records due to complex data visualization and multiple visual cues that can divide user attention and increase errors. Human factors play a role in designing effective visualization tools that minimize cognitive load.
This document presents the methodology for evaluating a minimum viable product (MVP) mobile application of the International Classification of Functioning (ICF) through multi-site user testing. The evaluation will assess usability, validity of functioning descriptions, and technology acceptance at test sites in multiple countries. Small groups of 30 users and 2-4 providers will provide feedback over 5 iterations to inform rapid app updates. Both formative and summative evaluations will gather opinions on information quality, system quality, and service quality. The results will contribute to evidence on health and quality of life impacts and efficiency gains from using the ICF mobile solution.
This document presents the methodology for evaluating a minimum viable product (MVP) mobile application of the International Classification of Functioning (ICF) through multi-site user testing. The evaluation will assess information quality, system quality, and service quality to inform further development. Small groups of 30 users and 2-4 providers at each test site will provide feedback over 5 iterations in 6 months. Evaluations in different countries will measure usefulness, ease of use, and acceptance using the Technology Acceptance Model. The results will contribute to understanding health outcomes from using mobile health tools in integrated care.
A Critical Evaluation of Popular UX Frameworks Relevant to E-Health Appsrinzindorjej
This research paper aims to evaluate the usability, accessibility, and effectiveness of the current User Experience (UX) frameworks relevant to mobile health apps, with a specific focus on the FitBit app. The selected UX frameworks for evaluation include Nielsen Norman Group's 10 Usability Heuristics, Don Norman's Three Levels of Design, and Human-Centered Design. A mixed-method approach, comprising both qualitative and quantitative analyses, was employed to evaluate these frameworks. The FitBit app was assessed based on the selected frameworks, and the obtained results were compared with existing literature and industry standards. The main subject of this study is the critical evaluation of popular UX frameworks in the context of e-health apps, with a specific emphasis on the FitBit app. The evaluation factors considered include usability, accessibility, and effectiveness. By utilizing the selected UX frameworks, the paper seeks to identify the strengths and limitations of each framework in evaluating e- health apps. The achieved results reveal that Nielsen Norman Group's 10 Usability Heuristics are valuable in identifying usability issues within the FitBit app. Don Norman's Three Levels of Design effectively evaluate the overall user experience, providing insights into the app's design quality. Human- Centered Design, on the other hand, offers a comprehensive and holistic approach to designing for the user, encompassing various aspects of the FitBit app. Through this research, a comprehensive understanding of the strengths and limitations of the evaluated UX frameworks in relation to e-health apps, specifically the FitBit app, is attained. The findings contribute to the existing literature on UX evaluation and provide insights for designers and developers to enhance the user experience of mobile health applications.
The International Journal of Computational Science, Information Technology an...rinzindorjej
The International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE) is an open access peer-reviewed journal that publishes quality articles which make innovative contributions in all areas of Computational Science, Mathematical Modeling, Information Technology, Networks, Computer Science, Control and Automation Engineering. IJCSITCE is an abstracted and indexed journal that focuses on all technical and practical aspects of Scientific Computing, Modeling and Simulation, Information Technology, Computer Science, Networks and Communication Engineering, Control Theory and Automation. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced techniques in computational science, information technology, computer science, chaos, control theory and automation, and establishing new collaborations in these areas.
The International Journal of Computational Science, Information Technology an...rinzindorjej
The International Journal of Computational Science, Information Technology and Control Engineering (IJCSITCE) is an open access peer-reviewed journal that publishes quality articles which make innovative contributions in all areas of Computational Science, Mathematical Modeling, Information Technology, Networks, Computer Science, Control and Automation Engineering. IJCSITCE is an abstracted and indexed journal that focuses on all technical and practical aspects of Scientific Computing, Modeling and Simulation, Information Technology, Computer Science, Networks and Communication Engineering, Control Theory and Automation. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on advanced techniques in computational science, information technology, computer science, chaos, control theory and automation, and establishing new collaborations in these areas.
A doctor recommender system based on collaborative and content filteringIJECEIAES
The volume of healthcare information available on the internet has exploded
in recent years. Nowadays, many online healthcare platforms provide
patients with detailed information about doctors. However, one of the most
important challenges of such platforms is the lack of personalized services
for supporting patients in selecting the best-suited doctors. In particular, it
becomes extremely time-consuming and difficult for patients to search
through all the available doctors. Recommender systems provide a solution
to this problem by helping patients gain access to accommodating
personalized services, specifically, finding doctors who match their
preferences and needs. This paper proposes a hybrid content-based
multi-criteria collaborative filtering approach for helping patients find the
best-suited doctors who meet their preferences accurately. The proposed
approach exploits multi-criteria decision making, doctor reputation score,
and content information of doctors in order to increase the quality of
recommendations and reduce the influence of data sparsity. The
experimental results based on a real-world healthcare multi-criteria (MC)
rating dataset show that the proposed approach works effectively with regard
to predictive accuracy and coverage under extreme levels of sparsity.
This work aims to provide a practical guide to assist students of Computer Science
courses and related fields to conduct a systematic literature review. The steps proposed
in this paper to conduct a systematic review were extracted from a technical report
published by the researcher Bárbara Kitchenham [1] and arranged in a more objective
format, in order to make information more accessible and practical, especially for those
who are having their first contact with this technique.
Prediction of transportation specialized views of median safetyiaemedu
This document summarizes a research article that proposes a hierarchical fuzzy inference system to analyze transportation experts' subjective opinions on factors influencing median safety. It describes constructing fuzzy membership functions based on literature reviews and experts' judgments to represent how six factors (ADT, median width, etc.) influence safety. A hierarchical structure reduces computational complexity. The system was validated by comparing its fuzzy median safety index values to observed crash data. Results showed indexes increasing exponentially with crash frequency, indicating the system reasonably explains median safety on the roadways studied.
Prediction of transportation specialized views of median safetyIAEME Publication
This document summarizes a research article that proposes a hierarchical fuzzy inference system to analyze transportation experts' subjective opinions on factors influencing median safety. It describes constructing fuzzy membership functions based on literature reviews and experts' judgments to represent how six factors (ADT, median width, etc.) influence safety. A hierarchical structure reduces computational complexity. The system was validated by comparing its fuzzy median safety index values to observed crash data. Results showed indexes increasing exponentially with crash frequency, indicating the system reasonably explains median safety for the studied roadways.
How accurate does geographic information (GI) need to be, when compared to the real world, to gain user trust? To better understand the user experience, do we need to consider data structures, formats and user
manuals as types of user interface? What caused KML to become a de facto standard, overtaking GML, which
is seemingly well engineered?
These questions concern the usability of GI. While the GIS industry is starting to be aware of the importance
of usability in software and hardware product development, so, too, are some providers of GI. There is,
however a lack of research and methodologies designed for understanding usability of information itself
rather than the interface or system through which it is presented. This is both a huge oversight and
opportunity, when considering that information can sometimes cost 95% of the total project value, or that in
many products the information itself is critical to the user’s experience – for example, in personal navigation
devices (PND). The level of usability of GI combined with system usability can also impact on productivity as
significant time and resources may be spent on their management. In some situations it can even have
safety critical implication – as in the case of a satnav user who followed directions on to a rail track minutes
before a train crashed into her car (BBC®, 2008).
This paper is based on a report from a workshop that was organised by Ordnance Survey to discuss the
usability of GI. It was a first opportunity for researchers from diverse backgrounds, including cartography, GI
science, human factors, ergonomics and human-computer interaction to come together and discuss this
important issue. The outcomes of the workshop, though preliminary, are relevant to any user of GI – and the
issues identified might change the way people in the industry think about and evaluate GI products alongside
applications.
Nowadays, computers and internet are playing the major role in the development of business and different aspects of human lives; hence, the quality of user-computer interface became an important issue. User interface (UI) can become an Achilles heel in a well-functioning system; due to the fact that most users judge the quality of a product by its usability. The UI layout design improves the usability of a product and accordingly may determine its success; so, due to this and more, the need of an objective way of evaluation of UI has arisen. This paper discusses various UI usability evaluation techniques and shows the recent developments in this field.
A Conceptual Design And Evaluation Framework For Mobile Persuasive Health Tec...Kate Campbell
This document presents a conceptual framework for designing and evaluating the usability of mobile persuasive health technologies. It begins with an introduction on the increasing popularity and use of mobile health apps but also notes that evaluating these apps, particularly with regards to usability, remains a challenge.
The document then reviews existing models for evaluating usability, including the Persuasive Systems Design (PSD) model, various usability models like ISO and Nielsen, and integrated models like PACMAD. It notes that while PSD is useful for design, it is limited for evaluation as its principles are subjective and cannot be easily quantified.
The paper then proposes extending the PSD model with an integrated usability model and using fuzzy analytic hierarchy process to
The Net Positive Valuation of Information and Communication Technology in Onl...Sustainable Brands
This document provides an overview of a report analyzing the net positive valuation of information and communication technology (ICT) in online education, using Arizona State University's (ASU) online education program, ASU Online, as a case study. The report was prepared by sustainability scientists and researchers from ASU, Walton Sustainability Solutions Initiatives, and Dell, Inc. It reviews literature on online education and the role of ICT. It then describes ASU's business model and goals for expanding online education delivery. The report develops models to analyze the holistic value and potential socio-economic and environmental impacts of ASU Online through 2030, finding that increased online education could enable more graduates while reducing resources and impacts per graduate.
A Systematic Literature Review On Vehicle-Purchasing BehaviourAaron Anyaakuu
This systematic literature review examines factors that influence consumer preferences between green and non-green vehicles. The review identified 20 relevant articles through databases searches and selected them based on eligibility criteria. Thematic analysis of the articles revealed three main themes of factors that impact vehicle purchasing preferences: 1) Financial attributes like purchase price, maintenance costs, and incentives/subsidies; 2) Environmental concerns like reducing emissions and sustainability; 3) Technical attributes of vehicles like performance, range, and availability of charging infrastructure. Understanding these preference factors can help increase adoption of green vehicles and inform policies to transition consumers away from non-green options.
Advance Diagnostic Tool for Android Devices: A Performance Analyzing Tool for...dbpublications
Abstract— this paper will provide the diagnostic tool solution for the measurement of values with proper units from various signals of Android Device. This application will be used for concluding the signal strength from various Transmitters; Trans receivers of mobile device. This includes GPS Receiver, Acceleration & Gravity Sensor, Rotation Sensor, Magnetic Sensors, Orientation Sensor, Relative Humidity Sensor, Proximity Sensor, Cell Network receivers & Wi-Fi Receiver. This paper provides the diagnostic tool for all the above said components of mobile device with appropriate units.
PowerPoint presentation and a one page Word documentYou should .docxstilliegeorgiana
PowerPoint presentation and a one page Word document:
You should focus on the following:
1: What is the issue/topic?
2: Why is it important? Who cares?
3: What did the authors find in their research?
4: What did you like about the research? What were potential flaws/shortcomings of the research?
5: Propose your research that improves/expands upon what the authors did in this study.
Discussion 1 (Emerging Threats and Counter Measures) 400 Words
Wikis for Learning and Collaboration
A wiki is a collaborative web site that collects and organizes content, created and revised by its users. The most well-known example is Wikipedia. Wikis are a way to grow a knowledge base around a particular content area, be it best practices in a particular field or how to use a specific piece of hardware/software. A hallmark of Web 2.0 is that it improves as more people use it and this approach underlies wiki-based learning. It is based on the idea that within any enterprise, a great deal of knowledge exists among the members. Sharing this knowledge and information can raise the organization’s intelligence level, be it a university, an association, a corporation or club.
How basic discretion steps can help in countermeasures?
Conduct your own research and post a short relevant summary of your findings. ( Post current information, not older than five years ). Use not more than three (3) references.
TextBook:
Amoroso, E. G. (2012). Cyber-attacks: protecting national infrastructure. Elsevier.
Discussion 2 (InfoTech in a Global Economy) – 400 words
Do you feel that countries and companies need explicit strategies for technology development, given the tremendous amount of largely spontaneous creativity that occurs today, often in areas where new technologies are not expected to exert a great influence. Why or why not?
Please make your initial post and two response posts substantive. A substantive post will do at least TWO of the following:
· Ask an interesting, thoughtful question pertaining to the topic
· Answer a question (in detail) posted by another student or the instructor
· Provide extensive additional information on the topic
· Explain, define, or analyze the topic in detail
· Share an applicable personal experience
· Provide an outside source (for example, an article from the UC Library) that applies to the topic, along with additional information about the topic or the source (please cite properly in APA)
· Make an argument concerning the topic.
At least one scholarly source should be used in the initial discussion thread. Be sure to use information from your readings and other sources from the UC Library. Use proper citations and references in your post.
TextBook:
Bashir, I. (2017). Mastering Blockchain. Birmingham, UK: Packt Publishing. (UC Library)
• Kressel, H., & Lento, T. V. (2012). Entrepreneurship in the Global Economy : Engine for Economic Growth. Cambridge, UK: Cambridge University Press. (Included through library subscription)
• Medina, C ...
Human factors, user requirements and user acceptance of Shared Automated Vehi...CREDSUK
Natasha Merat, Human Factors and Safety Group, Institute for Transport Studies, University of Leeds
Commission on Travel Demand Shared Mobility Inquiry: Evidence Session 3
Leeds, 18 June 2019
The Commission on Travel Demand (CTD) is an expert group initially established as part of the UK Research and Innovation funded ‘DEMAND’ Centre initiative to explore the how to reduce the energy and associated carbon emissions associated with transport. The Commission’s first report “All Change? The Future of Travel Demand and its implications for policy and planning” reviewed declining trends in per capita travel across the UK and the reasons for this.
The first topic will be shared mobility. This will be explored through a call for evidence and expert evidence sessions from April 2019 involving regular engagement from national, local and regional government, NGOs, business and academics from both the UK and overseas.
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2. Page 2 of 8 Original Research
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(Burke et al. 2008). However, while patient report measures
are based on the experience of wheelchair users, professional
report measures are informed by clinical judgement developed
from training and experience. Unlike most wheelchair
users, wheelchair providers are familiar with a wide range
of wheelchair options (Batavia 2010). Wheelchair service
providers with depth of wheelchair experience have the
broadest base of experience for the assessment of the user–
wheelchair interface. This experience informs individual
clinical assessment (World Health Organization 2008) and
can also inform the development of a brief measure intended
for preliminary data or for tracking broad patterns in larger
populations. Although based on clinical judgement, the best
measure would also reflect an individual user’s experience.
Several characteristics of questionnaires must be considered
in the development of a measure proposed to meet these
needs. For some questionnaires it is not clear if they are meant
to be completed by wheelchair providers or wheelchair users
(Kumar et al. 2013; Schmeler et al. 2017). It is important that a
questionnaire give information about who should complete
it, as well as describe the target audience and purpose of the
data collected (Horn & Gassaway 2007; Williams 2003). In
addition to lack of specificity to participant population, a lack
of specific focus on target information resulting in low
discriminatory validity is also a challenge of many
questionnaires (Hoenig et al. 2007; May 1997). Some measures
are applied to many types of assistive technology (Demers,
Weiss-Lambrou & Ska 2002) and as such offer little data
on the impact of specific parts of the users’ wheelchair
(May 1997). Many wheelchair outcomes are aimed at
assessing the users’ ability or quality of life rather than the
users’ interface with their wheelchair. As might be expected,
these are very sensitive to differences in wheelchair users’
capacity, resulting in any information on the interface being
overwhelmed by wide differences in users’ capacity (Kirby
et al. 2004; Mills 2003; Mortenson, Miller & Miller-Pogar 2007;
Rushton et al. 2011; Stanley et al. 2003). Other tools assess
multiple factors together, such as maintenance condition and
appropriateness, or combine multiple components into one
score (Karmarkar, Collins & Cooper 2009) and consequently
have low resolution for data that could result in responsive
changes in the design of a specific wheelchair component
(Rispin et al. 2017b). To be useful for wheelchair modification
and design changes, a tool must also have high discriminatory
validity (Jerosch-Herold 2005; May 1997). This means
that data should not be grouped in domains in such a way
that individual factors become obscured (Williams 2003).
Numerical data suitable for parametric statistical analysis,
such as data produced by visual analogue score responses,
has been shown to increase discriminatory validity (Rispin
et al. 2013; Rispin, Tutt & Sosa-Saenze 2016; Walpole et al.
2006; Wewers & Lowe 1990). In addition, a mixed-methods
tool that yields both quantitative and qualitative data
also increases discriminatory ability, because it provides
qualitative explanations, which can be categorised to explain
numerical results (Fielding 2012). For example, instead of
merely reporting low scores for transferring into and out of a
specific wheelchair type, a mixed-methods tool would
also report comments, which might refer to armrests, chair
height, brakes and so on. The repetition of a specific part that
hinders transfers in the comments would allow researchers
to discriminate between parts of the wheelchair that are
functioning well and those that are not.
For utility in clinical practice and field studies, an outcome
measure must be as brief as possible. The length of research
questionnaires has an impact on administrative burden, and
thus usefulness, for busy professionals (Burns et al. 2008).
There exists a tension between brevity and collection of
comprehensive data. However, a questionnaire that is too
long for general use will yield little useful data in practice. In
addition, tracking clients over time is challenging in LMIC
(Rispin et al. 2017a), so cross-sectional data collection is more
likely to be used than data collected over time. While an
instrument appropriate for cross-sectional data collection
may also be used over time, it is important that it be able to
be used at a single time as well. A professional report
tool that is based only on professional opinion could be
employed even when wheelchair users and caregivers only
speak a local language not held in common with wheelchair
professionals, as may occur in LMIC. English is becoming a
key global language of higher education and Internet
communication with the result that an outcomes tool written
in globally accessible English has the broadest scope of use
internationally (Park & Wee 2017). Thus, while there is a need
for such a questionnaire to have precise wording, there is also
a need for simple wording that is easy to understand and
translate. Finally, a tool intended for use in LMIC would
logically focus on wheelchair types present there, and almost
all wheelchairs encountered in most LMIC are manual
wheelchairs (Pearlman et al. 2009).
The Wheelchair Interface Questionnaire (WIQ) is being
developed to meet the need for a tool to yield highly
discriminatory data based on a professional report snapshot
of the interface between a user and his or her wheelchair.
Our hypothesis was that repeated survey rounds with
wheelchair professionals with international experience
would support the face and content validity of the WIQ.
Methods
Questionnaire development
The Wheels Project is an interdisciplinary undergraduate
research programme started at LeTourneau University in
2010. The Wheels Project partners with a school for children
with disabilities in Thika, Kenya, to conduct field studies.
The goal of these field studies is to provide manufacturers
with data that can spark responsive design changes:
changes to wheelchair design based on their function in a
real-world environment. In addition to data on durability,
user satisfaction and ease of rolling for different wheelchair
types, we sought an outcome measure that would
provide professional report data specifically on the quality
of the interface between a user and his or her wheelchair.
Over several years, we collaborated with other wheelchair
3. Page 3 of 8 Original Research
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researchers and conducted informal searches of the available
literature seeking to find an outcome measure that would
work for this purpose in our studies in Kenya. We attempted
to use the Wheelchair Assessment Checklist. However,
much of the data concerned wheelchair maintenance
condition, and the questions to do with the user–wheelchair
interface were categorised and analysed in a way that
merged the two data types and merged components
(Karmarkar et al. 2009). We then tried to use a simple
modification of the Wheelchair Components Questionnaire
(Wee & Rispin 2015). However, we found that while this
gave distinct information on components, it did not include
some key aspects of the interface between a user and a
wheelchair.
Development of the WIQ began with a rough draft composed
by the research team, informed by experience gained through
these earlier studies. The focus of the WIQ was to be solely
the interface between users and their wheelchairs. It was not
to directly address any other aspect of quality of life.
Questions were designed to be specific enough to isolate
problems and inform responsive change. To address the need
for high discriminatory validity, questions utilised a visual
analogue scale format to provide numerical data suitable for
parametric statistical analysis, with accompanying comments
providing explanatory qualitative data. Like the Wheelchair
Components Questionnaire, the WIQ retained questions
regarding regions of the wheelchair corresponding to regions
of a user’s body. Additional questions were added to the
initial draft to assess other aspects of the interface. Because of
heterogeneity in the capacity of wheelchair users, these
questions had to be worded very carefully to keep a level
playing field for all wheelchair users. For example, using the
WIQ, mobility should be rated comparatively to the
maximum mobility possible for a particular user. This way,
an appropriate interface would not receive a low score
because its user has very limited mobility. There was a
commitment that the questionnaire would be brief and that
the language would be clear to those speaking English as a
second language.
To avoid difficulties in tracking wheelchair users over time,
this tool was to be a snapshot of the quality of the interface
between a wheelchair user and his or her wheelchair. To
avoid loss of data when a wheelchair user was non-verbal or
spoke a different language than the researcher, the WIQ was
designed to be completed without verbal interaction with the
wheelchair user. In other words, the WIQ did not include a
formal interview process and could be completed using
solely the rater’s informed clinical opinion based on visual
and tactile observation. However, if verbal interaction
with the wheelchair user or caregiver was possible, the
assessor may choose to broaden their observations to
include information obtained from the wheelchair user or
caregiver. The assessor’s clinical judgement may sometimes
be influenced by these interactions. Similarly, the WIQ does
not require the user to perform movements, so raters can
assess an interface without communicating actions to the
wheelchair user. However, the accuracy of a rating would
be improved if the wheelchair user did perform some
movements for the rater, so communication is encouraged
when possible. The target audience for data resulting from
the use of the WIQ was initially wheelchair manufacturers
addressing design issues. For example, if wheelchair
providers repeatedly give low scores for many users
regarding the ease of transfer into and out of a certain type of
wheelchair, designers might consider modifications to
address that low rating. However, as development continued,
the target audience broadened to include service providers
in clinical settings.
Methodology for validity study
Any tool used in clinical research must be valid (Karmarkar
et al. 2009). Validity is the degree to which a test measures
what it is intended to measure (Williams 2003). Face validity,
which is considered the initial form of validity, considers
whether the tool appears valid to the population qualified to
utilise the tool. Content validity takes into account both
comprehensiveness and representativeness of the content of
a tool (Yaghmale 2009 2003). Content validity is assessed by
professional judgement and is improved by the inclusion of
at least five experts (Yaghmale 2009). Informed opinion that
approaches consensus from multiple experts during the
development of a tool indicates the face and content validity
of that tool (Burns et al. 2008; Williams 2003; Yaghmale 2009).
One method for reaching consensus among experts is called
the Delphi method, which involves the conduction of several
rounds of a survey, utilising feedback to adjust after each
round (Brady 2015). If participants involved have a similar
background, only 10–15 participants are needed, and fewer
than three rounds may be acceptable for a study (Hsu &
Sandford 2007). A Delphi-style survey of wheelchair experts
was planned to investigate the face and content validity of
the WIQ. At least two Delphi rounds would be included,
with the option to continue the survey format or conduct a
less traditional focus group.
Participant characteristics
Because wheelchair service providers would be completing
the questionnaire, a cadre of service providers was sought
as study participants to assist with the development,
face validity study and content validity study of the WIQ.
A range of service providers was desired, with a majority of
occupational therapists and physical therapists. Clinicians
known to the researchers and met through professional
contacts were invited to participate in the study. Although
the WIQ was developed for use in Kenya, it was also
intended to be used in other LMIC around the world, so
service providers with international wheelchair experience
were approached. International experience, defined for this
study as experience outside of Europe and North America,
was self-reported by participants. For the online surveys,
exclusion criteria included less than 5 years of experience, no
global wheelchair experience or no measurable certifications
or qualifications.
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Ethical considerations
The study design was approved by the Institutional Review
Board at LeTourneau University in an approval letter
(protocol number 1703001174, reference: Biology Department
of LeTourneau University).
The first stage of the study included a two-round online
survey, loosely based on a Delphi study. Asnowball sampling
method was used, with those who had initially joined the
study recommending others. The survey rounds were
followed by an in-person focus group in Kenya for validation
expressly in the Kenyan context.
Study design
Participants in all three rounds were given a copy of the
latest draft of the WIQ along with background information
about the purpose and focus of the WIQ. They then
completed a survey, which enabled them to respond to the
purpose of the questionnaire, rate the current draft, provide
feedback and make recommendations about what would
be important to include in such a tool. A total of 17 of the
wheelchair professionals invited participated in the two
surveys. Surveys were conducted using LimeSurvey version
2.5, an open source application that allowed researchers to
develop an original survey, send it to participants and collect
responses for analysis. The online format was beneficial
because it was accessible to participants anywhere around
the world. In addition, responses could be anonymous,
allowing for a wide range of opinions to be voiced. Changes
were made to the WIQ in response to the first survey round,
and an updated draft of the WIQ and LimeSurvey response
survey was sent to the participants involved in Round 1 as
well as newly invited participants joining the study for the
first time. Questions on the LimeSurvey asked participants
to rate and comment on the value of and need for the WIQ;
the title, format and usefulness; and to rate and respond to
individual questions on the questionnaire. Each aspect of
the questionnaire and each question was rated on a seven-
point Likert scale, with a space for comments. After each
round, the ratings were analysed, and the comments were
categorised by topic. Questions that received two or more
ratings below four on the seven-point scale were changed or
deleted. Repeated and important comments were considered
in editing each draft of the questionnaire.
After the two online survey rounds, a focus group was
conducted in Kenya. Kenya was chosen as a representative
low-income country because the researchers were conducting
ongoing studies in Kenya and knew there would be a
group of wheelchair professionals with broad experience
in LMIC present. Nine of these professionals were chosen
by convenience sampling to participate in the study. Each
participant used the most recent draft of the WIQ to rate the
interface between a wheelchair user and his or her chair. Two
of the participants used that draft of the WIQ to evaluate
more than 20 wheelchair users and their wheelchairs. Fifty
WIQs were completed in total. This hands-on experience
gave participants insight and understanding of the WIQ.
Participants then rated the WIQ on a paper version of the
online survey that had been used in the previous two rounds
of the study. Subsequently, there was open discussion, which
was recorded by a research assistant. Written comments from
the paper version of the survey along with comments from
the open discussion were categorised and responded to, both
in person during the focus group study and during editing of
the WIQ.
Results
Because our participants were recruited using snowball
sampling, more participants were added throughout the
study. Eight participants with global wheelchair experience
completed the first round of the survey, with nine
additional participants in the second round. Table 1 shows
qualifications and years of wheelchair experience for each
of the participants. Participants included occupational
therapists, physical therapists, seating specialists and medical
doctors with experience in rehabilitation and wheelchair
provision. Participants in the Kenya focus group included
occupational therapists, physical therapists, orthopaedic
technologists, wheelchair technicians and one educator with
TABLE 1: Study participants for each stage of research (n = 24).†
Qualifications or training Years of wheelchair
experience
Years of global
wheelchair experience
Participated in Rounds 1 and 2 (n = 8)
MPT 6 6
MOT, ATP 7 1
MPT, ATP, SMS 10 8
MPT 15 2
DPT 17 10
MD in rehabilitative medicine 20 14
CRTS, ATP 25 15
PTA, ATP 33 4
Participated in Round 2 only (n = 9)
DPT 7 5
Diploma 9 5
DPT, ATP 15 6
MOT, WSTP-I 15 11
MPT 20 20
MOT, ATP 21 6
DPT, PHD 30 9
MOT, ATP, SMS 30 14
OTR, SMS, ATP 40 11
Participated in focus group (n = 9)
Wheelchair technician, WSTP-B 1 1
Orthopaedic technologist, WSTP-B 5 5
MOT, ATP 7 1
MPT 7 7
DPT 8 8
OT Cert, WSTP-I 8 8
OT Cert, WSTP-I 8 8
Educator 20 20
MPT, ATP 37 1
MPT, Master of Physical Therapy; MOT, Master of Occupational Therapy; ATP, assistive
technology professional; SMS, seating mobility specialist certified by the Rehabilitation
Engineering and Assistive Technology Society of North America; DPT, Doctor of Physical
Therapy; CRTS, certified rehabilitation technology supplier; PTA, physical therapy assistant;
WSTP-I/WSTP-B, Wheelchair Service Training Package – Intermediate or Basic Level by the
World Health Organization; OTR, registered occupational therapist.
†, two focus group participants also participated in the online survey.
5. Page 5 of 8 Original Research
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extensive experience working with students in wheelchairs.
Two of the focus group participants had been a part of the
online survey.
Table 2 shows mean Likert scores for aspects of the WIQ and
topics of the questions included in the final version of the
questionnaire. The table is divided by rounds of the online
surveys and the focus group in Kenya. As the table shows,
the average scores for all final questions were above four on
a seven-point scale.
Table 3 shows the participants’ comments from the online
survey, categorised by topic. Both Likert scale scores and
commentsindicatedconsensusontheneedforaquestionnaire
focused on the user–wheelchair interface and completed by
service providers. Participants used comments to indicate
what they felt would be important to include in such a tool.
There was consensus that the focus on manual wheelchairs
was appropriate for use in LMIC. Participants supported the
idea that the WIQ would be useful in field studies to provide
data to manufacturers that would enable design change.
They felt it could also be useful in clinical practice as an
initial overview before a more detailed clinical assessment.
Comments about the demographic information collected at
the top of the questionnaire resulted in the inclusion of a five-
point scale for upper body strength and for trunk and head
control. Comments strongly emphasised the importance of
clear and simple vocabulary easily understood by second
language English speakers. It was thought that in the future
this would also facilitate translation of the WIQ. Several
study participants emphasised the importance of brevity.
There was an emphasis on the importance of a tight focus on
the wheelchair interface. The importance of grouping body
areas according to the impact of different wheelchair regions
was discussed to allow for meaningful responsive change in
design and fitting. Several participants offered alternative
wording of questions on the WIQ.
In responding to participant comments, questions were
simplified, clarified and shortened. The question regarding
pain was divided by body region. Several participants
suggested that a question regarding toilet activities should be
deleted because for many wheelchair users it would not be
directly impacted by the user–wheelchair interface, or the
factors that were impacted were already addressed in a
question about mobility in small spaces. Because this question
had low mean ratings, it was deleted. Participants also
suggested adding a question regarding postural support
and another regarding the facilitation of desk and table
activities.
The focus group in Kenya again emphasised the importance
of brevity. Consensus was reached that the subtitle should
include the term ‘service provider’. It was suggested that
service providers mark questions ‘N/A’ for questions that do
not apply to the interface they are rating to discriminate
between questions that truly do not apply and questions
forgotten by a rater. This would minimise the possibility
of missing data. Wording for the question regarding the
wheelchair’s facilitation of social interaction was discussed
and modified. There was consensus that a question regarding
a wheelchair’s facilitation or hindering of transfers should
be included. This grew out of the assessment of one type
of wheelchair. Those with extensive experience with that
TABLE 2: Mean Likert scores from Delphi Round 1, Round 2 and focus group.
Variable Round 1
Mean (SD)
r = range
Round 2
Mean (SD)
r = range
Focus group
Mean (SD)
r = range
Aspect of questionnaire
A brief questionnaire asking directly about
the interface between user and wheelchair
6.5 (1.0)
r = 4–7
6.6 (0.8)
r = 5–7
6.1 (1.0)
r = 4–7
Usefulness in large field studies 6.1 (1.0)
r = 4–7
6.4 (1.2)
r = 4–7
N/A†
Intention to be inclusive of most manual
wheelchairs and their users
6.0 (1.4)
r = 2–7
6.3 (1.3)
r = 2–7
6.2 (0.9)
r = 4–7
Based on informed professional opinion 5.0 (1.7)
r = 2–7
5.3 (1.6)
r = 2–7
5.4 (1.7)
r = 4–7
Current title N/A 4.5 (1.8)
r = 1–7
5.7 (1.6)
r = 5–7
Format 6.3 (1.1)
r = 4–7
6.1 (1.4)
r = 2–7
6.2 (0.5)
r = 6–7
Information gathered at head 5.7 (1.0)
r = 5–7
5.4 (1.5)
r = 2–7
6.3 (0.5)
r = 6–7
Instructions N/A 5.4 (1.9)
r = 1–7
5.8 (1.9)
r = 1–7
Questionnaire overall 5.5 (1.3)
r = 3–7
5.3 (1.8)
r = 1–7
6.1 (0.6)
r = 5–7
Topics of questions
Fit of this wheelchair for this user 6.3 (1.0)
r = 5–7
6.4 (1.3)
r = 3–7
6.4 (0.9)
r = 5–7
Wheelchair’s facilitation of mobility surfaces
and obstacles commonly encountered
5.0 (2.0)
r = 2–7
6.1 (1.4)
r = 3–7
6.7 (0.7)
r = 5–7
Wheelchair’s facilitation of mobility in small
spaces
5.5 (1.9)
r = 2–7
5.8 (1.6)
r = 3–7
6.9 (0.3)
r = 6–7
Wheelchair’s facilitation of toilet activities 5.2 (2.2)
r = 1–7
N/A N/A
The ease of bringing this wheelchair on a
car or van
5.4 (1.8)
r = 2–7
5.5 (1.9)
r = 2–7
6.7 (0.5)
r = 6–7
Wheelchair’s prevention of pain or harm to:
Upper limbs 5.6 (1.8)
r = 2–7
5.3 (1.6)
r = 2–7
5.9 (1.5)
r = 3–7
Trunk and head 5.5 (2.0)
r = 1–7
5.3 (1.3)
r = 3–7
6.3 (1.0)
r = 4–7
Proximal lower limb 5.5 (1.6)
r = 3–7
5.4 (1.7)
r = 1–7
6.3 (1.0)
r = 4–7
Distal lower limb 5.5 (2.0)
r = 1–7
5.5 (1.6)
r = 1–7
6.3 (0.5)
r = 6–7
Wheelchair’s postural support N/A 5.9 (1.5)
r = 3–7
6.4 (0.7)
r = 5–7
Wheelchair’s facilitation of desk or table
activities
N/A 5.8 (1.3)
r = 4–7
6.5 (0.5)
r = 6–7
Wheelchair’s facilitation of sitting up to
make eye contact for social interaction
6.0 (1.6)
r = 3–7
5.7 (1.4)
r = 3–7
6.4 (0.7)
r = 5–7
Wheelchair’s facilitation of transfers N/A N/A N/A
Note: Rated on a seven-point scale from 1 (‘serious problems or omissions’) to 7 (‘looks
functional and appropriate’).
†, Some questions were not asked in all three surveys, either because the focus of the survey
was different or because questions were not yet added or omitted.
SD, standard deviation; N/A, not applicable.
TABLE 3: The frequency of comments by topic.
Topic Frequency in
Round 1
Frequency in
Round 2
Affirm value of proposed questionnaire 6 7
Input on language and formatting 5 9
Discussion about user inclusion 5 7
Affirm need for brevity 3 2
Input on wording of questions 16 8
Need for postural support question 3 Added after Round 1
Eliminate toilet question 5 Deleted after Round 1
Condense pain and harm questions 1 2
6. Page 6 of 8 Original Research
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wheelchair type knew that it consistently hindered transfers
and wanted an avenue to provide feedback to manufacturers.
The group agreed this was an important part of a user’s
interface with his or her wheelchair and came to consensus
on wording for this additional question. There was consensus
on the value of a questionnaire that can be administered
with or without interaction with the wheelchair user. This
would enable the WIQ to be useful when a wheelchair user
is a child, non-verbal adult or a speaker of a different
language. However, there was also consensus on encouraging
wheelchair providers to include auditory information from
the users and caregivers whenever possible to broaden their
frame of reference while rating a wheelchair.
After modification and refinement following each round
of the study, the WIQ now has nine questions. The first
question regarding pain has sub-questions regarding four
body regions that are to be analysed as individual questions.
Box 1 shows the wording of the questions on the WIQ. Each
question is answered using a visual analogue scale format
with an accompanying comment, to yield both qualitative
and quantitative data. Figure 1 is an example of a question
on the WIQ.
Discussion
Discussion of results
Input from 24 participants with over 300 combined years of
wheelchair experience confirmed and informed the face and
content validity of the WIQ and each of its questions. Focus
group members’ hands-on experience using the questionnaire
informed their feedback about the questionnaire’s content.
Our results support the hypothesis that the WIQ has initial
face and content validity. With additional reliability and
validity testing, it can become a useful tool for assessing the
user–wheelchair interface in LMIC.
Agreement among study participants confirmed our
hypothesis that a tool to yield professional opinion on the
quality of the interface between a wheelchair and user
would indeed be useful. There was also agreement that the
lack of a standardised level of verbal interaction with a
wheelchair user or caregiver would greatly increase the
WIQ’s utility and applicability in large studies. The ability
to complete the questionnaire without interviewing users
allows service providers to assess the wheelchair interface
of users who cannot be interviewed. In LMIC, wheelchair
providers may not always be able to communicate easily
with wheelchair users or their caregivers because of language
barriers. In other cases, wheelchair users who are non-
verbal or very young may be in an institutional or boarding
school situation without a long-term established personal
caregiver. Feedback from the focus group confirmed these
considerations. However, participants felt that any feedback
possible should be considered as part of the observational
data informing the wheelchair provider’s professional
opinion as expressed through the WIQ.
The fact that the WIQ is intended to be a brief snapshot of
the interface between a user and his or her wheelchair at a
given moment in time also broadens the venues in which it
may be used. At the same time, because the WIQ is a brief
questionnaire based solely on a professional opinion of the
interface at a given moment in time, it is necessarily much
less complete than a clinical relationship with repeated
clinical assessments and records kept over a client’s lifespan.
While there was feedback that the WIQ might be of clinical
use, it would not in any way replace the need for a full
assessment or clinical records. Instead, the WIQ could
function as an initial indication of what assessment might be
needed. Some participants suggested that if thresholds for
overall score were established, it could be used as an
evidence-based indication of the need for a new chair or a
modified chair.
Repeated confirmation that a brief questionnaire using
simple language was more likely to be utilised by busy
providers reminded researchers to keep questions brief and
simple. This facilitates quick comprehension and completion
for those who may speak English as a second language, as
well as easier translation. Because the WIQ is intended as a
professional report tool, and most wheelchair providers have
had some variety of post-secondary education, it is likely that
the WIQ may need only to be translated into the languages
used for higher education.
Unlike measures focused on the quality of life, mobility level,
skills or confidence levels of wheelchair users, the WIQ is
designed to avoid rating the wheelchair users’ capability
level. This was a challenge because it required that questions
be written to enable a level playing field for all users. Because
the WIQ is intended only for manual wheelchairs, this means
thateachinterfaceiscomparedtotheassessor’sunderstanding
of the best possible manual wheelchair interface for that user.
Yet there will be users who would have benefitted from
BOX 1: The wording of the questions included in the most recent version of the
questionnaire.
• Rate how well this wheelchair prevents pain or harm to …
§
§ this user’s head and trunk
§
§ this user’s shoulders, arms, and hands
§
§ this user’s hips, buttocks, and thighs
§
§ this user’s calves, ankles, and feet.
• Rate the dimensions of this wheelchair for this user.
• Rate this wheelchair’s postural support for this user.
• Rate this wheelchair’s facilitation of mobility across all surfaces and obstacles
this user is likely to encounter in daily life.
• Rate this wheelchair’s facilitation of mobility in small spaces.
• Rate this wheelchair’s facilitation of this user’s daily activities at desks or
tables.
• Rate this wheelchair’s facilitation of social contact for this user.
• Rate the ease of transporting this wheelchair in/on a car, van, or other means
of transport this user is likely to encounter.
• Rate the ease of transferring in and out of this wheelchair for this user, with or
without the help of an assistant.
Note: All questions included the phrase ‘from below F (poor) to above A (excellent)’.
6. Rate this wheelchair’s facilitaon of this user’s daily acvies at desks or tables.
from below F (Poor) to above A (excellent).
Comment:
F D C B A
Excellent
Poor
FIGURE 1: An example of a question on the Wheelchair Interface Questionnaire.
7. Page 7 of 8 Original Research
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a power wheelchair. Currently, this is not reflected in the
results from the WIQ. In the future, as the global situation
changes, a version of the WIQ could be developed to include
the option of power wheelchairs.
Participants confirmed the value of the inclusion of questions
about specific wheelchair regions. The wheelchair was divided
by region, supporting different body parts, rather than by
part to avoid loss of data when wheelchairs do not all have
the same part: for example, questions ask about postural
support instead of about backrests and armrests because a
wheelchair may not have an armrest. This division also keeps
the questionnaire focused on the wheelchair user. It is
interesting that participants wanted to group the questions
regarding pain or discomfort into one question but keep
aspects of the wheelchair interface divided by body part. This
was to enable quicker clinical response to ameliorate problems
leading to pain or damage. The WIQ may also enable specific
feedback to wheelchair manufacturers if there are repeated
characteristic problems with a certain wheelchair type.
Limitations and future work
A greater number of participants would have provided more
feedback.Althoughsomestudyparticipantshadinternational
experience in South America, Africa and Asia, most were
from North America and Kenya. The inclusion of wheelchair
providers familiar with global wheelchair work delivers a
broad framework of experience. However, further studies
that include Asian and South American wheelchair providers
would be beneficial. The final focus group in Kenya gave an
additional level of validation, but limited time in the earlier
online survey resulted in only two rounds, diverging from a
traditional three-round Delphi-style survey.
Additional validity testing remains to be done. The time to
complete the WIQ was not formally tracked, and this needs
to be done in a systematic way to confirm that the WIQ is
brief enough to be useful in many settings. Inter-rater
reliability testing is planned as this is the method most
commonly utilised to assess the reliability aspect of validity.
It is done by comparing the scores of a group of assessors
rating the same subjects. Construct validity compares results
from one measure to another somewhat similar measure to
see if they move together as expected. A study of construct
validity is also planned. Test–retest reliability and other tests
remain to be done as well.
The WIQ itself is necessarily limited by a rater’s knowledge,
experience, biases and training. Raters’ knowledge is not
only limited by their qualifications and experience but
also by the level of communication they can have with the
user. An important strength of the WIQ is that it does not
require a standardised level of communication. However,
communication adds to a rater’s depth of understanding, so
the variance of communication ability among raters will have
at least some impact on their ratings. Because of this intrinsic
limitation, the results of the planned inter-rater reliability
study are of interest.
Discriminatory validity is the ability of a measure to discern
meaningfuldifferenceinasensitivemanner.Studyparticipants
confirmed the importance of qualitative and quantitative data,
as well as that of data that would provide information specific
enough to enable responsive modification and design changes.
In other questionnaires using a similar format, the visual
analogue scale provides continuous quantitative data while
the comments provide qualitative data that gives a reason
behind the rating (Rispin et al. 2013; Rispin et al. 2017b). High
discriminatory validity for the WIQ cannot be confirmed until
a large study with multiple sets of 10 or more individuals in
different types of wheelchairs is completed. This is planned to
confirm that the WIQ is able to identify repeated patterns in
specific chair types. For example, the WIQ should be able to
identify a design issue that hinders transfers for most users.
Conclusion
This study supports the face and content validity of the WIQ
as a measure focused specifically on obtaining professional
report data on the interface between a wheelchair user and
his or her wheelchair at a specific moment in time. Two
rounds of a survey of expert opinion and one focus group
supported face and content validity and informed the final
draft of the questionnaire. The WIQ is intended to be used
by wheelchair providers with a background that enables
informed clinical judgement. Questions are designed to
identify specific problems with the user–wheelchair interface.
When further validation is completed, the WIQ could be
used in large field studies to provide data that facilitates
responsive design changes by manufacturers. In a clinical
setting, the WIQ could indicate problem areas, which could
be investigated further in a more detailed clinical assessment.
Acknowledgements
The authors would like to thank LeTourneau University for
study approval. They would also like to thank the participants
who gave up their time to be a part of this study, both online
and in the in-person focus group.
Competing interests
The authors declare that they have no conflicts of interest
resulting from any financial or personal relationships.
Authors’ contributions
A.B.D. is a student studying at LeTourneau University in
preparation for a career in occupational therapy. Her
contributions included implementation of study design
method, data collection, preliminary analysis, initial drafting,
editing and corresponding with authors. K.R. leads the
Wheels Project at LeTourneau University. Her contributions
included study design, intellectual content, data analysis,
revising and redrafting, and final approval of the article.
V.L.S. is the Chair of the Psychology Department at
LeTourneau University. Her contributions included research
method approval, statistical analysis, intellectual content
regarding questionnaire validity, editing and final approval
8. Page 8 of 8 Original Research
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of the article. J.W. is a member of the Colleges of Physicians
and Surgeons of B.C. and Ontario; fellow of Royal College
of Physicians and Surgeons of Canada. Her contributions
included intellectual content regarding clinical implications
and revising later drafts of the article.
Funding
The study in Kenya was funded in part by LeTourneau
University’s global studies programme and in part by
donations from individuals to support the work of the
Wheels Project.
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