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CRIMINOLOGY

CRIMINOLOGY-NATURE-HISTORY-CAUSES-STATISTICS

Posts in Statistics
Criminal record and employability in Ghana: A vignette experimental study

ByThomas D. Akoensi, Justice Tankebe

Using an experimental vignette design, the study inves-tigates the effects of criminal records on the hiring deci-sions of a convenience sample of 221 human resource(HR) managers in Ghana. The HR managers were ran-domly assigned to read one of four vignettes depicting job seekers of different genders and criminal records:male with and without criminal record, female with and without criminal record. The evidence shows that a criminal record reduces employment opportunities for female offenders but not for their male counter-parts. Additionally, HR managers are willing to offer interviews to job applicants, irrespective of their crim-inal records, if they expect other managers to hire ex-convicts. The implications of these findings are dis-cussed.

The Howard Journal of Crime and Justice, online first, May 2024

Determining economic factors for sex trafficking in the United States using count time series regression

By Yuhyeong Jang1 ·Raanju R. Sundararajan1 ·Wagner Barreto-Souza2 · Elizabeth Wheaton-Paramo

The article presents a robust quantitative approach for determining significant economic factors for sex trafficking in the United States. The aim is to study monthly counts of sex trafficking-related convictions and use a wide range of economic variables as covariates to investigate their effect on conviction counts. A count time series model is considered along with a regression setup to include economic time series as covariates (economic factors) to explain the counts on sex trafficking-related convictions. The statistical significance of these economic factors is investigated, and the significant factors are ranked based on appropriate model selection methods. The inclusion of time-lagged versions of the economic factor time series in the regression model is also explored. The authors’ findings indicate that economic factors relating to immigration policy, consumer price index and labor market regulations are the most significant in explaining sex trafficking convictions

Empirical Economics. 2024, 18pg

Get a Job: Labor Markets, Economic Opportunity, and Crime

By Robert D. Crutchfield 

Are the unemployed more likely to commit crimes? Does having a job make one less likely to commit a crime? Criminologists have found that individuals who are marginalized from the labor market are more likely to commit crimes, and communities with more members who are marginal to the labor market have higher rates of crime. Yet, as Robert Crutchfield explains, contrary to popular expectations, unemployment has been found to be an inconsistent predictor of either individual criminality or collective crime rates. In Get a Job, Crutchfield offers a carefully nuanced understanding of the links among work, unemployment, and crime.

Crutchfield explains how people’s positioning in the labor market affects their participation in all kinds of crimes, from violent acts to profit-motivated offenses such as theft and drug trafficking. Crutchfield also draws on his first-hand knowledge of growing up in a poor, black neighborhood in Pittsburgh and later working on the streets as a parole officer, enabling him to develop a more complete understanding of how work and crime are related and both contribute to, and are a result of, social inequalities and disadvantage. Well-researched and informative, Get a Job tells a powerful story of one of the most troubling side effects of economic disparities in America.

New York; London: NYU Press, 2014. 303p.

The Future of Crime in Chicago and the Impact of Reducing the Prison Population on Crime Rates

By Richard Rosenfeld, James Austin

This report examines the effects of a small set of factors on violent and property crime rates in Chicago. The authors find that a statistical model based on the Illinois imprisonment rate and a measure of the cost of living explained past variation in crime rates with minimal error.  The authors then used the model to forecast crime rates through 2025. Both violent and property crime are forecast to drop through 2025. In addition, the report finds that were Illinois to reduce its imprisonment rate by 25%, the effect on Chicago’s rate of violent crime would be negligible. No association was found between imprisonment rates and property crime. 

New York: Harry Frank Guggenheim Foundation. 2023, 20pg

The Future of Crime in Los Angeles and the Impact of Reducing the Prison Population on Crime Rates

By Richard Rosenfeld, James Austin

In this report, the authors devised statistical models to “predict” past yearly changes in Los Angeles’s rates of violent and property crime from the early 1960s through 2021, employing a very small set of predictive variables known to be associated with levels of crime. The yearly changes projected for those years corresponded quite closely to the actual changes. The authors then used the models to forecast crime trends through 2026. Violent crime is forecast to decline through 2026, while property crime is expected to rise modestly in the same period. The analysis also finds that if California imprisonment rates were reduced by 20%, the effect on crime in Los Angeles would be minimal.

New York: Harry Frank Guggenheim Foundation. 2023, 21pg

Nashville Longitudinal Study of Youth Safety and Wellbeing

By Maury Nation

The author reports on the motivation for developing and performing the Nashville Longitudinal Study of Youth Safety and Wellbeing (NLSYSW) as well as the project’s activities and outcomes, and resulting artifacts. The work of the NLSYSW was organized into working groups corresponding to the principal required tasks to develop the multi-sectoral dataset. The four data collection working groups focused on the following: Metropolitan Nashville Public Schools (MNPS) administrative data; MNPS survey data; contextual data; and youth mapping data. Two data management working groups focused on data anonymization and data archiving. The report describes the major tasks of each working group, the impact of the Covid-19 pandemic disruptions, and NLSYSW outputs and artifacts. The major output of the study was a compilation of multiple data sources with over two million observations and 450 variables; the report provides a list of data sources with the years of data included and a short description of each data set, and directs readers to the user guide and codebook sections for complete details.

Nashville, TN: Vanderbilt University, 2023. 167p.

Examining a Dataset on Gun Shows in the U.S

By David Pérez Esparza, Eugenio Weigend Vargas, Tony Payan and Carlos Pérez Ricart

Gun shows are public gatherings where licensed gun dealers and private gun owners use formal and informal venues to exchange information or sell and buy firearms, accessories, and ammunition. A major challenge is that gun shows, unlike established business locations, can be considered gray zones where regulatory loopholes facilitate the movement of legal firearms to illegal domains both domestically and internationally. Given this, they tend to feed into gun trafficking schemes. Despite this, gun shows are poorly monitored. Moreover, these events are not tracked by the Bureau of Alcohol, Tobacco, Firearms and Explosives (ATF) and what little is known comes from academic studies, press releases, or outdated ATF reports. To address this gap, update information, and generate a better understanding of how gun shows connect with gun trafficking, we generated a gun show dataset in the US from 2011 to 2019. We compiled information on promoted gun shows from three main sources, The National Rifle Association Magazine and the websites Gun Show Trader and Shooting Illustrator. We completed our dataset by looking at other minor sources that promoted gun shows. Our dataset encompasses information of 20,691 gun shows and suggests that 71% of them occurred in states where background checks were not required during gun sales between private individuals. We argue that scholars and practitioners will find in this dataset an original tool to analyze gun shows and their impact on public security and public health.

  Journal of Illicit Economies and Development. 2022, 11pg