Could Google Trends Be Used to Predict Methamphetamine-Related Crime? An Analysis of Search Volume Data in Switzerland, Germany, and Austria.

Alex Gamma, Roman Schleifer, Wolfgang Weinmann, Anna Buadze, Michael Liebrenz
Author Information
  1. Alex Gamma: Department of Forensic Psychiatry, Institute of Forensic Medicine, University of Bern, Bern, Switzerland. ORCID
  2. Roman Schleifer: Department of Forensic Psychiatry, Institute of Forensic Medicine, University of Bern, Bern, Switzerland.
  3. Wolfgang Weinmann: Department of Forensic Toxicology and Chemistry, Institute of Forensic Medicine, University of Bern, Bern, Switzerland.
  4. Anna Buadze: Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zürich, Zürich, Switzerland.
  5. Michael Liebrenz: Department of Forensic Psychiatry, Institute of Forensic Medicine, University of Bern, Bern, Switzerland.

Abstract

OBJECTIVE: To compare the time trends of Google search interest in methamphetamine and criminal offences related to this drug.
METHODS: Google Trends data for the search term "meth" was compared to methamphetamine-related crime statistics (incl. use, possession, and dealing) in Switzerland, Germany, and Austria for the years 2004-2016. Google data was availably monthly. Crime data was available yearly, and monthly values were imputed.
RESULTS: On the country level, internet search trends for "meth" roughly paralleled relevant criminal activity. State-level data, which was available for Austria, showed more heterogeneity. Cross-correlations for yearly data almost always peaked at a lag time of 0 and coefficients were mostly between 0.7 and 1.0 on the country level, and between 0.5 to 1.0 on the state level. Monthly cross-correlations based on imputed values were substantially lower, ranging from 0 to 0.6.
CONCLUSIONS: These results encourage the further evaluation by law enforcement authorities of Google search activity as a possible predictor of methamphetamine-related crime. However, several limitations, in particular the crude temporal resolution of available crime data, precluded a detailed assessment of the relationship between internet search trends and the development of methamphetamine-related crime in central Europe.

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MeSH Term

Amphetamine-Related Disorders
Austria
Crime
Forecasting
Germany
Humans
Methamphetamine
Search Engine
Switzerland

Chemicals

Methamphetamine

Word Cloud

Created with Highcharts 10.0.00dataGooglesearchcrimetrendsmethamphetamine-relatedAustriaavailableleveltimecriminalTrends"meth"SwitzerlandGermanymonthlyyearlyvaluesimputedcountryinternetactivity1OBJECTIVE:compareinterestmethamphetamineoffencesrelateddrugMETHODS:termcomparedstatisticsinclusepossessiondealingyears2004-2016availablyCrimeRESULTS:roughlyparalleledrelevantState-levelshowedheterogeneityCross-correlationsalmostalwayspeakedlagcoefficientsmostly75stateMonthlycross-correlationsbasedsubstantiallylowerranging6CONCLUSIONS:resultsencourageevaluationlawenforcementauthoritiespossiblepredictorHoweverseverallimitationsparticularcrudetemporalresolutionprecludeddetailedassessmentrelationshipdevelopmentcentralEuropeUsedPredictMethamphetamine-RelatedCrime?AnalysisSearchVolumeData

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