Evidence map›Paper›PMID 34877628›Full record

ArticleJournal of gambling studies2022

Gambling Outlets Location in Urban Areas: A Case Study of Madrid.

Levi Pérez, Ana Rodríguez, Andrey Shmarev

Open access · hybridAbstract read
In one paragraph

Article in Journal of gambling studies, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.6field-weighted citation impact, top 15% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 13 citations in OpenAlex.

  1. Changes in land-based gambling premises in London, Great Britain, 2020-2025.Public health in practice (Oxford, England) · 2026
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  3. Observational
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Levi PérezDepartment of Economics, Jovellanos Faculty of Commerce, Tourism and Social Sciences, University of Oviedo, Luis Moya Blanco 261, 33203, Gijón, Spain. lperez@uniovi.es.ORCID http://orcid.org/0000-0001-6632-6626
Ana RodríguezDepartment of Economics, School of Economics and Business, University of Oviedo, Av. del Cristo, sn, 33006, Oviedo, Spain.ORCID http://orcid.org/0000-0002-2492-5070
Andrey ShmarevDepartment of Economics, School of Economics and Business, University of Oviedo, Av. del Cristo, sn, 33006, Oviedo, Spain.ORCID http://orcid.org/0000-0002-7809-3361
Universidad de Oviedo · ES

Funding

Ministerio de Economía y Competitividad ECO2017-86402-C2-1-R B
6 · The paper itself

Abstract

Cities are certainly a key factor in the location of gambling facilities. This paper aims to map the location of gambling outlets in urban areas and to examine potential links between neighborhoods socioeconomic and demographic characteristics and gambling supply, taking into account spatial dependencies of neighboring areas. This correlation is of interest because neighborhood characteristics may attract sellers, and because the presence of gambling sellers may cause changes in neighborhood demographics. Using detailed official data from the city of Madrid for the year 2017, three spatial econometric approaches are considered: spatial autoregressive (SAR) model, spatial error model (SEM) and spatial lag of X (explicative variables) model (SLX). Empirical analysis finds a strong correlation between neighborhoods characteristics and co-location of gambling outlets, highlighting a specific geographic patterning of distribution within more disadvantaged urban areas. This may have interesting implications for gambling stakeholders and for local governments when it comes to the introduction and/or increase of gambling availability.

Indexed as

GamblingCommerceHumansResidence CharacteristicsCitiesCo-locationGambling outletsNeighborhoodsSpatial econometric analysis

Identifiers

PMID34877628
PMCPMC9653307
OpenAlexW4200394278

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.