What to Do With All Those Open-Ended Responses? Data Visualization Techniques for Survey Researchers
نویسندگان
چکیده
Open-ended survey responses, where respondents provide responses in an unstructured, open-text format instead of defined response categories, are often a successful way to solicit authentic and unexpected feedback, highlight the diversity or nuances opinions, capture “why” that complements quantitative data. However, there many challenges analyzing reporting open-ended This article draws on visual design best practices, such as Gestalt principles authors’ combined experience demonstrate several visualization strategies relatively simple implement with The application practices data can increase recall effective decision-making transform findings into dynamic story.
منابع مشابه
Automated Coding of Open-Ended Survey Responses
Background: Manual coding of open-ended survey responses is time-consuming, expensive, and error-prone. However, this task can be recast as a multi-label text classification problem, to which natural language processing and machine learning techniques can be applied. Aim: The aim of this work is to assess the suitability of various machine learning techniques to the problem of automated coding ...
متن کاملWhat Do Those Dots Mean? Mapping Theories with Data
Criminologists have expanded their use of maps as the costs of mapping have plummeted. Using two cases of drug dealing, this paper examines the way in which theory influences how we interpret maps. The first study is a hypothetical case using fictitious data; the second, an actual case using real data. We show that when the explicit theoretical content of maps is low, it is difficult to interpr...
متن کاملLinked Open Data Visualization Revisited: A Survey
syntax to make statements about resources, and thanks to LOD principles, construct links to available external datasets in a simple manner, making them accessible and queryable through the Internet and promoting data reusability. As the amount of information at hand is greater every day, the need to handle it efficiently becomes a key requirement for anybody interested in working with it. This ...
متن کاملDo Experience and Cheap Talk influence Willingness to Pay in an Open-Ended Contingent Valuation Survey
Foreword The development of liberalized electricity markets around the world is, partly, an experiment of applied market theory with uncertain outcome. For this new paradigm to benefit customers thru efficient supply of electricity, we need increased and better knowledge on how competitive electricity markets really work and how to solve the problems that might occur. One crucial issue that has...
متن کاملDiagnostic and therapeutic challenges for dermatologists: What shall we do when we don’t know what to do?
What shall we do when we have done everything we could for the diagnosis and treatment of a patient, but were not successful? What shall we do when there is no definite treatment for a patient? What shall we do when we have no diagnosis or treatment for a patient? Some useful suggestions are presented here to get rid of these situations.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Survey practice
سال: 2021
ISSN: ['2168-0094']
DOI: https://doi.org/10.29115/sp-2021-0008