[PDF][PDF] Automated Text Analysis on Open-ended Response Surveys: Measuring Attitudes Regarding Autonomous Vehicles

V Baburajan - 2021 - researchgate.net
For practical reasons, surveys that aim for a large number of respondents tend to restrict
themselves to closedended responses. Despite potentially bringing richer insights, open …

Open-ended versus closed-ended responses: A comparison study using topic modeling and factor analysis

V Baburajan, JA e Silva… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
For practical reasons, surveys that aim for a large number of respondents tend to restrict
themselves to closed-ended responses. Despite potentially bringing richer insights, the use …

Open vs closed-ended questions in attitudinal surveys–Comparing, combining, and interpreting using natural language processing

V Baburajan, JA e Silva, FC Pereira - Transportation research part C …, 2022 - Elsevier
To improve the traveling experience, researchers have been analyzing the role of attitudes
in travel behavior modeling. Although most researchers use closed-ended surveys, the …

Opening up the conversation: Topic modeling for automated text analysis in travel surveys

V Baburajan, JDA e Silva… - 2018 21st international …, 2018 - ieeexplore.ieee.org
The difficulties associated with the collection and analysis of open-ended questions in
surveys (eg “Tell us your opinion about...”), have encouraged the widespread use of closed …

Computerized Textual Analysis of Open-Ended Survey Responses: A Review and Future Directions

S Pandey, L Arnesen, SK Pandey - The Sage Handbook of Survey …, 2023 - torrossa.com
In recent years, researchers drawn to artificial intelligence, machine learning, and natural
language processing (NLP), have explored the use of computerized textual analysis for …

[HTML][HTML] Machine driven classification of open-ended responses (MDCOR): An analytic framework and no-code, free software application to classify longitudinal and …

MSG Canché - Expert Systems with Applications, 2023 - Elsevier
Open-ended questions in survey research allow participants to respond freely using their
own words. Because such questions offer the possibility of learning how or why respondents …

Automatic classification of open-ended questions: check-all-that-apply questions

M Schonlau, H Gweon… - Social Science Computer …, 2021 - journals.sagepub.com
Text data from open-ended questions in surveys are challenging to analyze and are often
ignored. Open-ended questions are important though because they do not constrain …

Semi-automated categorization of open-ended questions

M Schonlau, MP Couper - Survey Research Methods, 2016 - ojs.ub.uni-konstanz.de
Text data from open-ended questions in surveys are difficult to analyze and are frequently
ignored. Yet open-ended questions are important because they do not constrain …

Listen to social media users: Mining chinese public perception of autonomous vehicles after crashes

P Jing, Y Cai, B Wang, B Wang, J Huang… - Available at SSRN …, 2022 - papers.ssrn.com
In China, low-level autonomous vehicles (L2 AVs) are already widespread, while high-level
AVs (L3 and above) are not allowed on the road. Surprisingly, crashes involving L2 AVs with …

" What else are you worried about?"–Integrating textual responses into quantitative social science research

JM Rohrer, M Brümmer, SC Schmukle, J Goebel… - PloS one, 2017 - journals.plos.org
Open-ended questions have routinely been included in large-scale survey and panel
studies, yet there is some perplexity about how to actually incorporate the answers to such …