Digital Psychological Platform for Mass Web-Surveys
Web-surveys are one of the most popular forms of primary data collection used for various researches. However, mass surveys involve some challenges. It is required to consider different platforms and browsers, as well as different data transfer rates using connections in different regions of the cou...
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doaj-436708bee0a5462f96e4b2bf6c1a84652020-11-25T03:05:20ZengMDPI AGData2306-57292020-10-015959510.3390/data5040095Digital Psychological Platform for Mass Web-SurveysEvgeny Nikulchev0Dmitry Ilin1Anastasiya Silaeva2Pavel Kolyasnikov3Vladimir Belov4Andrey Runtov5Pavel Pushkin6Nikolay Laptev7Anna Alexeenko8Shamil Magomedov9Alexander Kosenkov10Ilya Zakharov11Victoria Ismatullina12Sergey Malykh13Department of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaDepartment of Intelligent information security systems, MIREA—Russian Technological University, 119454 Moscow, RussiaDepartment of Hospital Surgery, Sechenov Moscow State Medical University, 119992 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaCenter for Interdisciplinary research in education, Russian Academy of Education, 119121 Moscow, RussiaWeb-surveys are one of the most popular forms of primary data collection used for various researches. However, mass surveys involve some challenges. It is required to consider different platforms and browsers, as well as different data transfer rates using connections in different regions of the country. Ensuring guaranteed data delivery in these conditions should determine the right choice of technologies for implementing web-surveys. The paper describes the solution to transfer a questionnaire to the client side in the form of an archive. This technological solution ensures independence from the data transfer rate and the stability of the communication connection with significant survey filling time. The conducted survey benefited the service of education psychologists under the federal Ministry of Education. School psychologists consciously took part in the survey, realizing the importance of their opinion for organizing and improving their professional activities. The desire to answer open-ended questions in detail created a part of the answers in the dataset, where there were several sentences about different aspects of professional activity. An important challenge of the problem is the Russian language, for which there are not as many tools as for the languages more widespread in the world. The survey involved 20,443 school psychologists from all regions of the Russian Federation, both from urban and rural areas. The answers did not contain spam, runaround answers, and so on as evidenced by the average response time. For the surveys, an authoring development tool DigitalPsyTools.ru was used.https://www.mdpi.com/2306-5729/5/4/95mass web-surveysLDAtext preprocessingopen questions |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Evgeny Nikulchev Dmitry Ilin Anastasiya Silaeva Pavel Kolyasnikov Vladimir Belov Andrey Runtov Pavel Pushkin Nikolay Laptev Anna Alexeenko Shamil Magomedov Alexander Kosenkov Ilya Zakharov Victoria Ismatullina Sergey Malykh |
spellingShingle |
Evgeny Nikulchev Dmitry Ilin Anastasiya Silaeva Pavel Kolyasnikov Vladimir Belov Andrey Runtov Pavel Pushkin Nikolay Laptev Anna Alexeenko Shamil Magomedov Alexander Kosenkov Ilya Zakharov Victoria Ismatullina Sergey Malykh Digital Psychological Platform for Mass Web-Surveys Data mass web-surveys LDA text preprocessing open questions |
author_facet |
Evgeny Nikulchev Dmitry Ilin Anastasiya Silaeva Pavel Kolyasnikov Vladimir Belov Andrey Runtov Pavel Pushkin Nikolay Laptev Anna Alexeenko Shamil Magomedov Alexander Kosenkov Ilya Zakharov Victoria Ismatullina Sergey Malykh |
author_sort |
Evgeny Nikulchev |
title |
Digital Psychological Platform for Mass Web-Surveys |
title_short |
Digital Psychological Platform for Mass Web-Surveys |
title_full |
Digital Psychological Platform for Mass Web-Surveys |
title_fullStr |
Digital Psychological Platform for Mass Web-Surveys |
title_full_unstemmed |
Digital Psychological Platform for Mass Web-Surveys |
title_sort |
digital psychological platform for mass web-surveys |
publisher |
MDPI AG |
series |
Data |
issn |
2306-5729 |
publishDate |
2020-10-01 |
description |
Web-surveys are one of the most popular forms of primary data collection used for various researches. However, mass surveys involve some challenges. It is required to consider different platforms and browsers, as well as different data transfer rates using connections in different regions of the country. Ensuring guaranteed data delivery in these conditions should determine the right choice of technologies for implementing web-surveys. The paper describes the solution to transfer a questionnaire to the client side in the form of an archive. This technological solution ensures independence from the data transfer rate and the stability of the communication connection with significant survey filling time. The conducted survey benefited the service of education psychologists under the federal Ministry of Education. School psychologists consciously took part in the survey, realizing the importance of their opinion for organizing and improving their professional activities. The desire to answer open-ended questions in detail created a part of the answers in the dataset, where there were several sentences about different aspects of professional activity. An important challenge of the problem is the Russian language, for which there are not as many tools as for the languages more widespread in the world. The survey involved 20,443 school psychologists from all regions of the Russian Federation, both from urban and rural areas. The answers did not contain spam, runaround answers, and so on as evidenced by the average response time. For the surveys, an authoring development tool DigitalPsyTools.ru was used. |
topic |
mass web-surveys LDA text preprocessing open questions |
url |
https://www.mdpi.com/2306-5729/5/4/95 |
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