ArticlePsychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors2024
Recovery resources for college students: Leveraging web scraping to unveil current estimates.
Article in Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed.
- Further expanding the addiction recovery research agenda: Institutions, populations and workforce.Addiction (Abingdon, England) · 2026Article
- Using the Consolidated Framework for Implementation Research (CFIR) to explore mutual-help group implementation challenges in college recovery programs.BMC health services research · 2026Article
- Who participates in collegiate recovery programs? A survey of students in the US and Canada.Journal of American college health : J of ACH · 2026Article
- Sustaining collegiate recovery programs: a literature review and SWOT analysis.Frontiers in public health · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
Abstract
objectiveGrowing recognition of the importance of addressing substance use among emerging adults has led to a rapid expansion of recovery services on college campuses. However, existing estimates on collegiate recovery programs or communities (CRPs/Cs) and other services are outdated or lack rigor, leaving the extent of these resources unclear. This study aimed to fill this gap in our understanding by providing current estimates of recovery-related resources.
methodUtilizing the Python web scraping library BeautifulSoup, we gathered a large sample of ".edu"-hosted webpages (
resultsDuring extraction, we identified 270 institutions that advertised on-campus recovery services for students. Of these institutions, 176 advertised formal CRPs/Cs. A majority of CRPs/Cs (
conclusionsOn-campus services to support recovery have greatly expanded since previous estimates, but gaps may exist in the services provided by these programs. By providing an updated estimate and examining service uniformity, this study can aid in future expansion and standardization efforts to support students in recovery. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.