Literature DB >> 33572674

Applying Spatial Video Geonarratives and Physiological Measurements to Explore Perceived Safety in Baton Rouge, Louisiana.

Alina Ristea1, Michael Leitner2, Bernd Resch3,4, Judith Stratmann5.   

Abstract

Spatial crime analysis, together with perceived (crime) safety analysis have tremendously benefitted from Geographic Information Science (GISc) and the application of geospatial technology. This research study discusses a novel methodological approach to document the use of emerging geospatial technologies to explore perceived urban safety from the lenses of fear of crime or crime perception in the city of Baton Rouge, USA. The mixed techniques include a survey, spatial video geonarrative (SVG) in the field with study participants, and the extraction of moments of stress (MOS) from biosensing wristbands. This study enrolled 46 participants who completed geonarratives and MOS detection. A subset of 10 of these geonarratives are presented here. Each participant was driven in a car equipped with audio recording and spatial video along a predefined route while wearing the Empatica E4 wristbands to measure three physiological variables, all of them linked by timestamp. The results show differences in the participants' sentiments (positive or negative) and MOS in the field based on gender. These mixed-methods are encouraging for finding relationships between actual crime occurrences and the community perceived fear of crime in urban areas.

Entities:  

Keywords:  geonarrative; mixed-method approach; moments of stress; perceived safety; sentiment analysis; spatial video; spatiotemporal semantic analysis; wearable sensors

Year:  2021        PMID: 33572674      PMCID: PMC7908196          DOI: 10.3390/ijerph18031284

Source DB:  PubMed          Journal:  Int J Environ Res Public Health        ISSN: 1660-4601            Impact factor:   3.390


  13 in total

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Authors:  C Casteel; C Peek-Asa
Journal:  Am J Prev Med       Date:  2000-05       Impact factor: 5.043

Review 2.  Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review.

Authors:  Ane Alberdi; Asier Aztiria; Adrian Basarab
Journal:  J Biomed Inform       Date:  2015-11-28       Impact factor: 6.317

3.  Ecological assessments of community disorder: their relationship to fear of crime and theoretical implications.

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Journal:  Am J Community Psychol       Date:  1996-02

4.  Utilizing Geographic Information Systems and Spatial Video to Analyze Patterns of Secondhand Smoke Exposure on College Campuses.

Authors:  Ryan C Burke; Adam B Cinderich; Lillian Prince; Andrew Curtis
Journal:  J Am Coll Health       Date:  2015

5.  The mediating role of perceived crime in gender and built environment associations with park use and park-based physical activity among park users in high poverty neighborhoods.

Authors:  Kathryn P Derose; Bing Han; Sujeong Park; Stephanie Williamson; Deborah A Cohen
Journal:  Prev Med       Date:  2019-09-10       Impact factor: 4.018

6.  Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia.

Authors:  Basel Kikhia; Thanos G Stavropoulos; Stelios Andreadis; Niklas Karvonen; Ioannis Kompatsiaris; Stefan Sävenstedt; Marten Pijl; Catharina Melander
Journal:  Sensors (Basel)       Date:  2016-11-24       Impact factor: 3.576

Review 7.  A Review of Emotion Recognition Using Physiological Signals.

Authors:  Lin Shu; Jinyan Xie; Mingyue Yang; Ziyi Li; Zhenqi Li; Dan Liao; Xiangmin Xu; Xinyi Yang
Journal:  Sensors (Basel)       Date:  2018-06-28       Impact factor: 3.576

8.  Detecting Moments of Stress from Measurements of Wearable Physiological Sensors.

Authors:  Kalliopi Kyriakou; Bernd Resch; Günther Sagl; Andreas Petutschnig; Christian Werner; David Niederseer; Michael Liedlgruber; Frank Wilhelm; Tess Osborne; Jessica Pykett
Journal:  Sensors (Basel)       Date:  2019-09-03       Impact factor: 3.576

9.  Wearables and the Quantified Self: Systematic Benchmarking of Physiological Sensors.

Authors:  Günther Sagl; Bernd Resch; Andreas Petutschnig; Kalliopi Kyriakou; Michael Liedlgruber; Frank H Wilhelm
Journal:  Sensors (Basel)       Date:  2019-10-14       Impact factor: 3.576

10.  An Interdisciplinary Mixed-Methods Approach to Analyzing Urban Spaces: The Case of Urban Walkability and Bikeability.

Authors:  Bernd Resch; Inga Puetz; Matthias Bluemke; Kalliopi Kyriakou; Jakob Miksch
Journal:  Int J Environ Res Public Health       Date:  2020-09-24       Impact factor: 3.390

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  1 in total

1.  Editorial for the Special Issue on "Experiencing the City: The Relation between Urban Design and People's Well-Being".

Authors:  Minou Weijs-Perrée; Gamze Dane; Pauline van den Berg
Journal:  Int J Environ Res Public Health       Date:  2021-03-03       Impact factor: 3.390

  1 in total

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