Spatiotemporal patterns of youth isolation and loneliness in the US: a geospatial analysis of Crisis Text Line data (2016-2022).

IF 2 Q2 GEOGRAPHY
GEOJOURNAL Pub Date : 2024-01-01 Epub Date: 2024-12-03 DOI:10.1007/s10708-024-11253-w
Christopher Lucero, Margaret M Sugg, Sophia C Ryan, Jennifer D Runkle, Martie P Thompson
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引用次数: 0

Abstract

In 2021, the US Surgeon General issued a national advisory citing an epidemic of isolation and loneliness. Even before the onset of the COVID-19 pandemic, approximately half of people in the US reported experiencing measurable levels of loneliness. Despite localized and select cross-sectional studies highlighting even higher increases in isolation/loneliness during the COVID-19 pandemic, additional research is needed, particularly for youth and young adults. This work examines patterns of isolation/loneliness across the US from 2016 to 2022 among individuals aged 24 and younger. Our study leverages a unique dataset, Crisis Text Line, which provides complete spatiotemporal coverage of crisis conversations in the US. We conducted a geospatial analysis using Kuldroff's Space-Time SatScan to identify statistically significant clustering of elevated isolation/loneliness-related conversations. The statistical significance of spatiotemporal clusters was determined using Monte Carlo simulations (n = 9999). Results demonstrated local relative risk as high as 1.47 in high-risk populations in Southern, Midwest, and Atlantic states, indicating areas where the actual case count is 147% of the expected cases (p value < 0.01) from May to July 2020. Results also identified co-occurrence of isolation/loneliness and other crises concerns, including depression/sadness, anxiety, and multiple suicidality indicators, with higher rates among racial/ethnic minority, transgender and gender diverse, and younger individuals. This work makes a unique contribution to the literature by elucidating spatiotemporal disparities in isolation/loneliness among young people, providing much-needed knowledge as to where future public health interventions are immediately needed.

Supplementary information: The online version contains supplementary material available at 10.1007/s10708-024-11253-w.

美国青年孤立与孤独的时空格局:危机文本线数据的地理空间分析(2016-2022)。
2021年,美国卫生局局长发布了一份全国咨询报告,称孤立和孤独是一种流行病。甚至在2019冠状病毒病大流行爆发之前,美国就有大约一半的人报告说他们经历了可测量的孤独感。尽管局部和精选的横断面研究表明,在COVID-19大流行期间,隔离/孤独感的增加幅度更高,但还需要进一步的研究,特别是针对青年和年轻人的研究。这项工作研究了2016年至2022年美国24岁及以下人群的孤立/孤独模式。我们的研究利用了一个独特的数据集,危机文本线,它提供了美国危机对话的完整时空覆盖。我们使用Kuldroff's Space-Time SatScan进行了地理空间分析,以确定与隔离/孤独相关的对话的统计显著聚类。利用蒙特卡罗模拟(n = 9999)确定时空集群的统计显著性。结果显示,在南部、中西部和大西洋州的高危人群中,当地相对风险高达1.47,表明实际病例数为预期病例数的147% (p值)。补充信息:在线版本包含补充材料,可在10.1007/s10708-024- 1153 -w获得。
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来源期刊
GEOJOURNAL
GEOJOURNAL GEOGRAPHY-
CiteScore
4.90
自引率
7.40%
发文量
228
期刊介绍: Aims & ScopeGeoJournal is an international journal devoted to all branches of spatially integrated social sciences and humanities. This long standing journal is committed to publishing cutting-edge, innovative, original and timely research from around the world and across the whole spectrum of social sciences and humanities that have an explicit geographical/spatial component, in particular in GeoJournal’s six major areas:- Economic and Development Geography- Social and Political Geography- Cultural and Historical Geography- Health and Medical Geography- Environmental Geography and Sustainable Development - Legal/Ethical Geography and Policy In addition to research papers GeoJournal publishes reviews as well as shorter articles in the form of research notes, commentaries, and reports. Submissions should demonstrate original and substantive contributions to social science and humanities from a geographical perspective. Submissions on emerging new fields such as GeoEthics, Neogeography, Digital Humanities and other emerging topics are also welcome. GeoJournal’s focus makes the journal essential reading for human geographers working in these areas, as well as for researchers from other disciplines, such as sociology, economics, political science, demography, environmental studies, urban planning, history, and cultural studies. Last but not least, GeoJournal encourages feedbacks and discussions on articles published in the journal through letters to the editor. GeoJournal is published bi-monthly in February, April, June, August, October and December.
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