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Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018)

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Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 An Analysis of Usability Issues on Fashion M-commerce Websites’ Product Page
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    Chapter 2 Ergonomics of Design - Problems in Making the Project a Reality
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    Chapter 3 Reducing the Pulling Force on Plastic Bag Rolls
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    Chapter 4 Range of Rest Posture of Human Lower Limbs
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    Chapter 5 Trust in Imperfect Automation
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    Chapter 6 From Rigid to Flexible – From Virtual to Tangible an Evolution of Human-Centered Design
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    Chapter 7 The Layout Evaluation of Man-Machine Interface Based on Eye Movement Data
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    Chapter 8 The Factors that Influence Productivity During the Activity of Lining in Small Vertical Buildings in Brazil - A Case Study
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    Chapter 9 Investigate the Effect of Age and Lights on Human Responses
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    Chapter 10 Creativity in Design of Green Workplaces
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    Chapter 11 The Effect of Character Design on Character Identification for Mobile Games
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    Chapter 12 Test Technology Research on Immersion Thermal Manikin
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    Chapter 13 Team Cognitive Walkthrough: Fusing Creativity and Effectiveness for a Novel Operation
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    Chapter 14 Anthropometric and Geometrical Analysis to Design an Ergonomic Prototype in Jaggery (Panela) Industry
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    Chapter 15 Study of HFE/UE Process Model in Medical Device Development
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    Chapter 16 Standardization of “Dynamic Sign” for Comfort and Safe Society
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    Chapter 17 Human Factors and Ergonomics Design Principles and Guidelines: Helping Designers to Be More Creative
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    Chapter 18 Application of the Equid Methodology and the Principles of Macro Ergonomics in Seat Design
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    Chapter 19 Conspicuity and Accidents: Data Versus Resource-Limited Differentiations
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    Chapter 20 An Ergonomic Study and Analysis for the Porto Metro Driver Cabin Area
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    Chapter 21 Trust and Human Factors in the Design of Healthcare Technology
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    Chapter 22 Individual Differences in Contact Pressure on the Dorsal Surface of the Foot During Gait
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    Chapter 23 Improving Airplane Boarding Time by Illumination Guidance
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    Chapter 24 Thinking with Hands, Acting with Minds: Embodied Cognition and Creative Practice
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    Chapter 25 Effective Wearable Design
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    Chapter 26 Ergonomics of the Built Environment: Main Methodologies Used in Brazil and the Most Adequate Ones to Evaluate the Interaction Between the Elderly and Built Environment
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    Chapter 27 On the Role of Ergonomics at the Interface Between Research and Practice
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    Chapter 28 Evaluation of Usability of Two Therapeutic Ultrasound Equipment
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    Chapter 29 Digitalization of the Ergonomic Assessment Worksheet – User Requirements for EAWS Digital Evaluation Functions
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    Chapter 30 All the Real Man’s Men
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    Chapter 31 How to Implement a High-Fidelity Prototyping Approach in a Cardiac Surgery Device?
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    Chapter 32 Situation Awareness in Future Autonomous Vehicles: Beware of the Unexpected
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    Chapter 33 Impact of the ‘Contributing Factors in Construction Accidents’ (ConCA) Model
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    Chapter 34 Designing Solutions for Healthcare System Problems - LUFT Incentive Spirometer: Study of Case
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    Chapter 35 Evaluation of Neck Motion Due to Change in Working Velocity Based on Feature Extraction with Motion Division
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    Chapter 36 Characterization of the Dynamics of Sitting During a Sustained and Mentally Demanding Computer Task
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    Chapter 37 Usability-Optimization of Inertial Motion Capture Systems
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    Chapter 38 A Proposed Methods Framework and a Pilot Intervention for Workplace Design
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    Chapter 39 Revisiting the Sociotechnical Principles for System Design (Clegg, 2000)
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    Chapter 40 Influence of Driving Duration on Static Factors of Seating Comfort in Motorcycles
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    Chapter 41 Creativity in Web Design
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    Chapter 42 Creativity in Teaching Design: A Balance Between the Academic and Intuitive Approach, the AIRP Experiment
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    Chapter 43 Integrating Ergonomics into Product Design Through the UCD Approach
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    Chapter 44 Ergonomics Evaluation of Workstations for Mechanical Engineering Companies with Particular Attention to Older Workers
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    Chapter 45 Validity of Using Lab Based Set-Ups for Evaluation of Static Factors in Seating Comfort of Motorcycles
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    Chapter 46 Gesturing on the Handlebar: A User-Elicitation Study for On-Bike Gestural Interaction
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    Chapter 47 The role of Prototyping in Ergonomic Practice and Research to Anticipate New Products and Services
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    Chapter 48 Design and Ergonomics in the Medical Sector: A Methodology to Evaluate the Ergonomics Performances for Anesthesia Workstations
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    Chapter 49 Designing Urban Smart Furniture for Facilitating Migrants’ Integration: The Co-design Workshop as Approach for Supporting Inclusive Design
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    Chapter 50 Natural Thumb Zone on Smartphone with One-Handed Interaction: Effects of Thumb Length and Screen Size
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    Chapter 51 Interior Design Adequacy of Truck Sleeper Cabins in Brazil as to the Use as Temporary Dwelling
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    Chapter 52 Workload II: A Future Paradigm for Analysis and Measurement
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    Chapter 53 Design of an Auxiliary Implement for Classical Guitar Positioning from a Postural Analysis in Musicians
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    Chapter 54 Ergonomics of a Children’s Day Hospital
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    Chapter 55 Cognitive Ergonomics in Architecture: Creativity and Ambience in Children’s Healthcare Spaces
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    Chapter 56 Enhancing the Usability of a Mobile App for Process Evaluation in a Participatory Ergonomics Healthcare Intervention
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    Chapter 57 Temporal Dispersion in Distributed Work
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    Chapter 58 Iteration in Usabilty Testing: Instructive Interfaces of a Dietary Plan in Diabetics
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    Chapter 59 Exploring Packaging Lid Design Preferences Among Mexican University Students
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    Chapter 60 An Ergonomic Solution for Ventilating Backpack Design
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    Chapter 61 Keeping the Users in Mind: Investigations of Applicable Gaze Gesture Sets and Gaze Control Interaction Design Parameters
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    Chapter 62 Enhancing Collaborative Creativity: Towards a New User-Centered Design Method, the Dynamic Persona Method
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    Chapter 63 A 3D Printed Thermal Manikin Head for Evaluating Helmets for Convective and Radiative Heat Loss
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    Chapter 64 Effectiveness of Stability Evaluation by Acceleration and Angular Velocity While Operating Smartphones
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    Chapter 65 The Development of an Adaptive Device for Children with a Hand Impairment
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    Chapter 66 Applying a Theory of Situation Awareness to Idea Generation: Mitigation of Design Fixation
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    Chapter 67 Home Environment and the Elderly: Objects and Products in Relation to the Physical Factors and Their Incidence on Early Dependence
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    Chapter 68 Integrating Creativity and Human Factors in the Design of Engineering Curriculums
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    Chapter 69 Bridging Gaps Between Ergonomics and Creative Design: A Pedagogical Experiment
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    Chapter 70 Creativity in Design: Using Cognitive Metaphors to Unveil Knowledge About Relationships in the World
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    Chapter 71 Extending System Design Tools to Facilitate Systemic Innovation in Prospective Ergonomics
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    Chapter 72 Design Suggestions of the Clinical Upper Extremity Rehabilitation Equipment for Stroke Patients
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    Chapter 73 Ergonomic Considerations for the Inclusive Communication of Low Vision People in Academic Spaces
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    Chapter 74 “Bear an e-hand”: Designing a Wearable Assistant for Single-Handed and Small Crew Sail Racing
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    Chapter 75 How Does the Seat Cover Influence the Seat Comfort Evaluation?
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    Chapter 76 An Interview Process to Anticipate Future Needs
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    Chapter 77 User Innovation, Lead Users and Crowdsourcing for the Design of New Products and Services: Why, What and How?
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    Chapter 78 The Research-Practice Gap: An Explanatory Factor for Automotive HMI Customers’ Complaints?
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    Chapter 79 Iterative Exploration of Token-Based Interaction for Enriched Audio Sequencing
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    Chapter 80 Design Methods for the Projection of Uses for Vulnerable People
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    Chapter 81 An Evaluation of Sit to Stand Devices for Use in Rehabilitation
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    Chapter 82 How to Develop a HMI for an Agricultural Tractor Focusing on the Handling of Various Implements
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    Chapter 83 Conceptual Design of E-health Services by, and for Support of, Home Care Staff
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    Chapter 84 Electronic Voting for All: Co-creating an Accessible Interface
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    Chapter 85 Allocation of Function Revisited: The Use of Animals in Productive Processes and Systems
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    Chapter 86 Creativity in Uncovering Customer Expertise for Affective Design
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    Chapter 87 Anthropometric Data of Chilean Male Workers
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    Chapter 88 Functional Fashion and Co-creation for People with Disabilities
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    Chapter 89 Evaluation of Colour Stereotype Profile of the Population of Eastern India
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    Chapter 90 Belbin on Inspection: A 50-Year Retrospective
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    Chapter 91 Integrated Product Gestalt Design Method for the Analysis and Definition of Interface Elements Regarding Exterior and Interior
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    Chapter 92 Wearable Devices and Smart Garments for Stress Management
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    Chapter 93 Cognitive Engineer’s Multifaceted Role in Participatory Design Processes
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    Chapter 94 HSI Implementation in Complex System Design Process
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    Chapter 95 Acceptability Beyond Usability: A Manufacturing Case Study
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    Chapter 96 A Technology Corner for Operator Training in Manufacturing Tasks
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    Chapter 97 Optimizing the Design of a Workspace Using a Participatory Design Method
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    Chapter 98 Ergonomic Intervention of the Risk Factors Related to Manual Handling of Loads in the Burial Tasks of 5 Park Cemeteries in Chile
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    Chapter 99 Exploring New Usages of Journey Maps: Introducing the Pedagogical and the Project Planning Journey Maps
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    Chapter 100 Evaluating Users’ Creativity for Service and Needs Identification in the Field of Emerging Technologies: A Comparison of Two Methods and Two Production Conditions
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    Chapter 101 Studies on the Use of Variations of ‘Brainstorming’ in Creative Design Situations
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    Chapter 102 Analyzing Interaction Dynamics at the Fuzzy Front-End of Innovation Projects: A Tool for Prospective Ergonomics
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    Chapter 103 Sleep Quality, Job Stress and Job Performance in Middle Age Women
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    Chapter 104 Design for Empowerment, the Stigma-Free Design Toolkit
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    Chapter 105 Innovative Scenarios and Products for Sport Outdoor: The Challenge of Design for Citizens’ Wellness and Health
  107. Altmetric Badge
    Chapter 106 Creativity in Design of Safety Helmet for Oil Palm Workers
  108. Altmetric Badge
    Chapter 107 Developing a Framework for a Participatory Ergonomics Design Processes: The MPEC Method
  109. Altmetric Badge
    Chapter 108 Second Cycle Education Program in Virtual Ergonomics and Design
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    Chapter 109 Ergonomics in Design: The Human-Centred Design Approach for Developing Innovative Motor Caravans Systems
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    Chapter 110 Comparison of Questionnaire Based and User Model Based Usability Evaluation Methods
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    Chapter 111 Ergonomic Design and Evaluation of Innovative MainStand of Motorcycle
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    Chapter 112 Anisotropic Haptic Texture of Buttons for User Interfaces
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    Chapter 113 Ergonomics Intervention of Workplaces Using SEANES Ergonomic Checkpoints
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    Chapter 114 SIMS, Evaluating a Sustainable Design Process to Create Jewelry
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    Chapter 115 The Effects of Passive Ankle-Foot Orthotic Devices’ Stiffness – Application and Limitation of 2D Inverted Pendulum Gait Model
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    Chapter 116 Evaluation of Smartwatch Inertia Measurement Unit (IMU) for Studying Human Movements
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    Chapter 117 User-Centered Design: Ethical Issues
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    Chapter 118 Ergonomics for Impartiality and Efficiency in the Law-Courts of Ancient Athens
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    Chapter 119 Creativity in Measuring Trust in Human-Robot Interaction Using Interactive Dialogs
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    Chapter 120 UCD, Ergonomics and Inclusive Design: The HABITAT Project
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    Chapter 121 A Usability Study of an Enterprise Resource Planning System: A Case Study on SAP Business One
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    Chapter 122 State of Research in the Design and Development of Emergency Response Vehicles and Equipment: A Scoping Review
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    Chapter 123 An Approach to Inject HFE into Existing Design Standards
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    Chapter 124 Design for the Lower Limbs. A Study for the Development of an Assistive Robotic System for Sensorimotor Rehabilitation After Stroke
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    Chapter 125 Ergonomic Design of a Drumstick Plucker
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    Chapter 126 Design Intervention Direction for Brick Kiln Industry Based on Ergonomic Study
  128. Altmetric Badge
    Chapter 127 Ergonomics and Design: Neonatal Transport Incubator for Premature or Pathological Newborn Transportation
  129. Altmetric Badge
    Chapter 128 The Emotion of Light Instrument for Wellness
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    Chapter 129 6Ws in Ergonomics Workplace Design
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    Chapter 130 Selection of Convenient Locations for the Placement of Push- and Rotary-Type Controls
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    Chapter 131 Adapting Furniture to the Child – Ergonomics as a Main Tool in a Design Project
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    Chapter 132 Systemic Body: Ergonomics of the Prevention
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    Chapter 133 The Role of Design in Use in Agriculture: The Case of Brazilian Crops
  135. Altmetric Badge
    Chapter 134 Do Virtual Environments Unleash Everyone’s Creative Potential?
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    Chapter 135 The Guided Imaginary Projection, a New Methodology for Prospective Ergonomics
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    Chapter 136 Ergonomics and Standard
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    Chapter 137 A Comparison Between Representative 3D Faces Based on Bi- and Multi-variate and Shape Based Analysis
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    Chapter 138 Using Prospective Ergonomics to Identify Opportunities from Recent Technological Advances in AI: The Case of a West African Bank
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    Chapter 139 My Pain Coach: A Mobile System with Tangible Interface for Pain Assessment
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    Chapter 140 Experiencing Sound Through Interactive Jewellery and Fashion Accessories
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    Chapter 141 Cities and Population Aging: A Literature Review
  143. Altmetric Badge
    Chapter 142 The Use of Standards for Identifying, Codifying and Transmitting Expert Ergonomic Knowledge
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    Chapter 143 Analysis of Methods for Evaluation of Assistive Technologies Focused on Computational Access of People with Cerebral Palsy
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    Chapter 144 A Tactile Tag to Identify Color of Clothes for People with Visual Disabilities
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    Chapter 145 Creating Personas with Identified Accessibility Issues for People with Disabilities: Refrigerator Usage Case
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    Chapter 146 Ergonomics in the Built Environment: Survey of the Factors Related to the Corporate Work Environment Linked to Activities of High Concentration
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    Chapter 147 The United States’ Journey to Achieve Accessibility of Medical Devices
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    Chapter 148 Investigation of Accessibility Issues for Visually Impaired People When Using Washing Machines
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    Chapter 149 A Survey of User Experience of Two Wheeler Users in Long-Term Interactions
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    Chapter 150 User-Centered Development of a Support-System for Visually Handicapped People in the Context of Public Transportation
  152. Altmetric Badge
    Chapter 151 Ergonomic Design of Interfaces for People with Dementia
  153. Altmetric Badge
    Chapter 152 Shaping Ethical, Legal and Social Implications of the Digital Revolution Through Participation: The New Interdisciplinary Research Paradigm of Aachener DenkfabrEthik
  154. Altmetric Badge
    Chapter 153 Accessibility and Standards in Japan —Historical Overview and the Future—
  155. Altmetric Badge
    Chapter 154 EU Standardization. Mandate 420 - Accessibility in the Built Environment Following a Design for All Approach
  156. Altmetric Badge
    Chapter 155 Awards as Tools to Implement Inclusion and Accessibility in the Built Environment
  157. Altmetric Badge
    Chapter 156 Scientific Courses on Ergonomics in Austria
  158. Altmetric Badge
    Chapter 157 Design and Communication
  159. Altmetric Badge
    Chapter 158 Accessibility of Products and Services Following a Design for All Approach in Standards
  160. Altmetric Badge
    Chapter 159 Accessible-Design Standards for Consumer Products Developed in ISO/TC 159/SC 4/WG 10
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    Chapter 160 Inclusive Human-Centered Design: Experiences and Challenges to Teaching Design Engineering Students
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    Chapter 161 Walking Works Wonders: A Workplace Health Intervention Evaluated Over 24 Months
  163. Altmetric Badge
    Chapter 162 Ergonomic Accessibility Assessment in Mixed-Use Buildings
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    Chapter 163 Ergonomics and Emergency Response: An Inclusive Approach
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    Chapter 164 Diversity, Inclusion and Safety in case of Fire
  166. Altmetric Badge
    Chapter 165 Accessibility at University Campus in Historical Center
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    Chapter 166 Needs and Use of the Information in the Environment by People with Visual Impairment
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    Chapter 167 A Step Towards Inclusive Design: Comfortable Maximum Height of a Bus Step for the Elderly Mexican Population
  169. Altmetric Badge
    Chapter 168 Accessibility and Visual Contrast: A Proposal for a Better Evaluation of This Physical Quantity
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    Chapter 169 Evaluation of Human-Robot Interaction Quality: A Toolkit for Workplace Design
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    Chapter 170 Interpretability of Surround Shapes Around Safety Symbols: Cross-Cultural Differences Among Migrant Farmworkers
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    Chapter 171 Antonio Franco Market: Case Study on Accessibility in Public Buildings
  173. Altmetric Badge
    Chapter 172 Information for Tactile Reading: A Study of Tactile Ergonomics of Packaging for Blind People
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    Chapter 173 Inclusive Design Strategies to Enhance Inclusivity for All in Public Transportation - A Case Study on a Railway Station
  175. Altmetric Badge
    Chapter 174 Fashion Design Methodology Tools in Products’ Development for People with Disabilities and Low Mobility
  176. Altmetric Badge
    Chapter 175 Look with the Eyes of Others: Accessibility in Hospital Environments
  177. Altmetric Badge
    Chapter 176 Recommendations for the Development of Accessible Games for People with Down Syndrome
  178. Altmetric Badge
    Chapter 177 “Design for All” Manual: From Users’ Needs to Inclusive Design Strategies
  179. Altmetric Badge
    Chapter 178 Past and Future Challenges for Railway Research and the Role of a Systems Perspective
  180. Altmetric Badge
    Chapter 179 Passengers with Disabilities, Elderly and Obese in Brazilian Air Transportation: Contradictions in the Activity Systems
  181. Altmetric Badge
    Chapter 180 Ergonomic and Psychosocial Aspects of Electrical Energy Maintenance Activities on Transmission Lines
  182. Altmetric Badge
    Chapter 181 From Micro to Macro Dimension: An Inverted Way to Think Solution in Designs
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    Chapter 182 Design as a Reflection of User Experience
  184. Altmetric Badge
    Chapter 183 Building a Dialogical Interface: A Contribution of Ergonomic Work Analysis to the Design Process
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    Chapter 184 The Use of Circular Causality Networks: A Prerequisite for the Development of Efficient Psychosocial Risk Prevention and Management Plans
  186. Altmetric Badge
    Chapter 185 Methodologies and Observation Tools in the Practical Exercise of Research-Intervention in Ergonomics. Impressions from Chile
  187. Altmetric Badge
    Chapter 186 The Real Richness in the Semi-jewel Production
  188. Altmetric Badge
    Chapter 187 Turning Activity into a Lever for Integrating Humans into the Workplace: A Transversal Approach for Innovative Projects
  189. Altmetric Badge
    Chapter 188 Organization of an Experimental Workshop Workspace on the Example of ITMO University FabLab
  190. Altmetric Badge
    Chapter 189 The Role and Positioning of Observation in Ergonomics Approaches: A Research and Design Project
  191. Altmetric Badge
    Chapter 190 Developing a Methodology for a Participatory Ergonomics Evaluation Process: Human Performance and Productivity Cycle
  192. Altmetric Badge
    Chapter 191 Training Ergonomists in Portugal: 32 Years of Experience
  193. Altmetric Badge
    Chapter 192 Observation Methods in the Context of Interactive Research
  194. Altmetric Badge
    Chapter 193 Design and Implementation of High Reliability Organizing Based Performance Metrics in the Context of the EU H2020 Research Project TARGET, Aiming at Developing VR/AR Training Environment for Security Critical Agents
  195. Altmetric Badge
    Chapter 194 Observations Between Quantitative and Qualitative Methods: Shared Contributions from an Ergonomist and an Occupational Psychologist
  196. Altmetric Badge
    Chapter 195 The Human Transition to Ergonomics of Ubiquitous Autonomous Work
  197. Altmetric Badge
    Chapter 196 Conceptual Principles as Intermediary Object: Case of an Industrial Unit
  198. Altmetric Badge
    Chapter 197 Mini-User Testing Practice During Agile Development: The Results of a Survey Conducted with User Centric Specialists
  199. Altmetric Badge
    Chapter 198 Innovation at Work, Lessons Learned from a “Design for Use - Design in Use” Approach
  200. Altmetric Badge
    Chapter 199 Physical Work Capacity in Pregnant Women
  201. Altmetric Badge
    Chapter 200 The SIN-DME Questionnaire (Symptoms of INcomfort Associated with Muscle Skeletal Disorders)
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    Chapter 201 Workspace Lab: Planning Participatory Design
  203. Altmetric Badge
    Chapter 202 Ergonomics and Architectural Programming: A Possible Articulation?
  204. Altmetric Badge
    Chapter 203 eSports: Opportunities for Future Ergonomic Studies
  205. Altmetric Badge
    Chapter 204 Supporting Professional Transitions in Innovative Projects
  206. Altmetric Badge
    Chapter 205 Simulation, Prototyping and Experimentation - The Potential of the Maker Labs to Achieving a Design-Driven HFE
  207. Altmetric Badge
    Chapter 206 Innovative Labs and Co-design
  208. Altmetric Badge
    Chapter 207 Designing Therapeutic Projects Within Multiprofessional Health Teams: Integrating the Dimension of Work
  209. Altmetric Badge
    Chapter 208 The Collective Work in the Subsea Integrated Operations Centre: The Ad Hoc Teams in the Solution of Unexpected Situations
  210. Altmetric Badge
    Chapter 209 Co-conception Spaces: New Organizations to Support Participatory Projects
  211. Altmetric Badge
    Chapter 210 Serious Games as Creative Tools to Approach Design
  212. Altmetric Badge
    Chapter 211 Contributions of Ergonomics to the Development of Prevention Projects: The Role of Intermediate Prevention Objects
  213. Altmetric Badge
    Chapter 212 The Influences of the Ergonomic Work Analysis in Activities of a Center of Equine Therapy
  214. Altmetric Badge
    Chapter 213 The Study of Ergonomics Evaluation Method on Hardware and Software of Mobile Phones
  215. Altmetric Badge
    Chapter 214 Industrial Design Modeling for Smart Jewelry
  216. Altmetric Badge
    Chapter 215 Exploring the Fit Between Materials’ Expressive Values and the Self-expression of the End-User
  217. Altmetric Badge
    Chapter 216 The Effect of Age to the Perception of Apparent Usability and Affective Quality on Prototype Mobile Phones
  218. Altmetric Badge
    Chapter 217 Emotions as a System Regulator for Sustainability: Designing a Tangible Device Capable to Enable Connections
  219. Altmetric Badge
    Chapter 218 Emotional Attributes of Urban Furniture
  220. Altmetric Badge
    Chapter 219 How Designers Can Contribute to Education
  221. Altmetric Badge
    Chapter 220 Evaluation of Attributes of Cosmetic Bottles Using Model of Kawaii Feelings and Eye Movements
  222. Altmetric Badge
    Chapter 221 Proposal of a Methodological Model for the Design of a Complex Dynamic Working Environment in the Forestry Sector, to Generate an Emotionally Light Habitat
  223. Altmetric Badge
    Chapter 222 Form of the Space in Between Objects
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Title
Proceedings of the 20th Congress of the International Ergonomics Association (IEA 2018)
Published by
Springer International Publishing, November 2018
DOI 10.1007/978-3-319-96071-5
ISBNs
978-3-31-996070-8, 978-3-31-996071-5
Editors

Bagnara, Sebastiano, Tartaglia, Riccardo, Albolino, Sara, Alexander, Thomas, Fujita, Yushi

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The data shown below were collected from the profiles of 24 X users who shared this research output. Click here to find out more about how the information was compiled.
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Mendeley readers

The data shown below were compiled from readership statistics for 49 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 49 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 9 18%
Student > Bachelor 7 14%
Student > Ph. D. Student 5 10%
Researcher 4 8%
Lecturer 3 6%
Other 5 10%
Unknown 16 33%
Readers by discipline Count As %
Engineering 9 18%
Computer Science 7 14%
Design 6 12%
Immunology and Microbiology 2 4%
Arts and Humanities 2 4%
Other 7 14%
Unknown 16 33%