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Record W2962598315 · doi:10.1002/cl2.131

Protocol for a Systematic Review: Policing Schools Strategies to Reduce Crime, Increase Perceptions of Safety, and Improve Learning Outcomes in Primary and Secondary Schools

2014· article· en· W2962598315 on OpenAlex
Anthony Petrosino, Sarah Guckenburg, Trevor Fronius

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCampbell Systematic Reviews · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Discipline and Inequality
Canadian institutionsnot available
Fundersnot available
KeywordsProtocol (science)PerceptionPsychologyMedical educationApplied psychologyComputer securityCriminologyMedicineComputer scienceAlternative medicine

Abstract

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The presence of gangs, drugs, bullying, weapons, and other criminal activity is associated with negative effects on school culture and student learning (e.g., Henry, 2000). Schools and school districts have long turned to police interventions to address these and other challenges to improve school safety (Shaw, 2004). In turn, police departments have also recognized the importance of developing strategies in collaboration with schools, such as special truant units or police-school liaisons, to combat school-based crime and disorder or to develop more positive relationships with youth (Shaw, 2004). Although school-based police interventions are controversial (see below), American educators and the public are increasingly open to their implementation (Cook, Gottfredson, & Na, 2009). Police presence on school grounds has grown dramatically following several high-profile shootings (Brown, 2006). In particular, the recent massacre at the Sandy Hook Elementary School in December, 2012, has renewed calls for deploying armed police in schools, a proposal offered by both President Obama and the National Rifle Association. Increased police presence and intervention at schools has also been reported in the United Kingdom and other European nations (Smith, 2003). Research suggests that juvenile violence has been on the decline in the United States since the mid-1990s (Gottesman & Schwarz, 2011), and schools remain safe places for students (relative to their time outside of the school setting). However, a considerable amount of crime and misbehavior has always occurred in educational settings—a result of placing large numbers of children together in one setting. For example, the U.S. Departments of Education and Justice report that during the 2009–2010 school year, 85% of public schools reported that at least one violent crime, theft, or other crime occurred at their school (Robers, Zhang, & Truman, 2012). Over half of administrators surveyed in the 2009–2010 School Survey on Crime and Safety reported at least one student threat to physically attack another person, with or without a weapon (Neiman, 2011). Moreover, in 2007, 8% of students in high school reported being threatened or injured with a weapon during the previous 12 months (Dinkes, Kemp, & Baum, 2009). The problem of school violence, crime, and disorder is not just an American issue. Estimates of school-related crime from other countries are more difficult to obtain, but the European Observatory on School Violence (EOSV) has been collating data from nations such as the U.K., Germany, France, and Spain (Debarbieux, 2003). For example, the EOSV has found that nearly 6% of U.K. teachers report being threatened or attacked at school, 20% of Spanish students report that they have committed some form of vandalism at school, between 15–46% of German students report carrying a weapon to school, and over 25% of French students report being involved in a physical assault on school property (Debarbieux, 2003). These international estimates dovetail with a recent World Health Organization (WHO) report that listed violence as the world's priority public health issue (Krug, Mercy, Dahlberg, & Ziwi, 2002). The WHO report has generated a renewed focus on youth violence and, more specifically, on school violence, in such organizations as the United Nations Economic, Social and Cultural Organization (UNESCO, 2007). The European Observatory's offspring, the International Observatory on Violence in the School Environment, was inspired in part by growing interest in this issue by nations around the globe. Given the high levels of crime and disorder present at schools in the U.S. and in other nations, it is not a surprise that police and educators would collaborate in order to combat it. Shaw's (2004) international review of police-school practices categorized such strategies into three groups: (1) school-based police officer programs; (2) police as ‘teachers’ (i.e., curriculum approaches such as the police officer teaching the students about drug, gang, or sexual abuse prevention); and (3) comprehensive or broad-based liaison programs in which police and other social service agencies are involved with the schools. Shaw reported that non-curricular policing programs (e.g., police patrol strategies, problem-oriented or community policing tactics, assigning school resource officers or police-school liaison offices, or other measures) have been implemented in a wide range of countries, including the U.S., U.K., Canada, Germany, Denmark, Australia, the Netherlands, Belgium, Estonia, Poland, and South Africa, at least through 2003. Shaw's review was globally comprehensive but not systematic; she concluded her synthesis (2004, p. 26) with a future research agenda that includes “a more comprehensive, comparative review of police-school interventions” and “the systematic collection and documentation of good practice models and tools.” To our knowledge, there has not previously been a systematic review of evaluative evidence specific to the “policing schools” area, with the exception of police-led curriculum efforts such as Drug Abuse Resistance Education (D.A.R.E) (Ennett, Tobler, Ringwalt, & Flewelling, 1994; West & O'Neal, 2004). In other words, while police departments maintain a significant presence in many schools, there is not yet a research-based consensus on whether School Resource Officer or special police-school liaison programs, or other policing schools strategies make schools safer and reduce criminal or delinquent behavior and non-criminal student misbehavior (such as bullying and harassment). There is also no agreement on whether the presence of police enhances perceptions of safety by students or staff. Critics of school-based policing argue that police in schools represent an unnecessary expense and may have unintended negative consequences for students, teachers, and staff (e.g., Petteruti, 2011). For example, police presence in the schools could lead to behavior normally handled informally by schools to be criminalized by arrest and formal charges (e.g., Petteruti, 2011). The National Association of School Psychologists (2013) recently issued a brief that summarized a number of potential harms from increasing police and security at schools, including sending a signal to students that their campus is unsafe, increasing fear, and undermining school climate. In 2012, Petrosino, Guckenburg and Fronius reported on a scoping study using systematic review techniques to assess the state of the evaluation evidence in this area. They located 11 quasi-experiments available that had a comparison group. Only one would have met the minimum evidentiary standards of the What Works Clearinghouse in education, and most of the studies would have been scored a “3” by the Maryland Scale of Scientific Methods: a common approach to rating evaluations in justice. However, they did not attempt any meta-analysis, and their review covered the literature through 2009. This proposed systematic search is designed to build upon Shaw's (2004) work and recommendations, and the earlier Petrosino, Guckenburg and Fronius (2012) scoping study, to provide a systematic review of research on the effects of policing schools strategies. A general theory of change for policing schools strategies is provided in the Figure in Appendix A. As the Figure denotes, there are a number of anticipated interventions that we expect fall under the “policing schools” strategies, including various police patrol strategies, school resource officer allocation, police-school liaisons, safe routes/corridor programs, and community and problem-oriented policing strategies specifically targeting the schools. Programs that solely involve the police officer teaching a specific prevention curriculum such as D.A.R.E., G.R.E.A.T., or sexual abuse prevention are not eligible, though interventions that combine curricular and non-curricular strategies would be included. Policing programs that involve providing information on school crime or data to schools would be included, if the police are not teaching a curriculum or lesson plan. These programs and strategies are expected to increase police presence activities and interaction with students and staff at the schools. Police presence serves as a deterrent to crime and misbehavior, and police establish relationships that allow them to gather information to prevent or intervene with students who may be planning a crime. In turn, this should reduce criminal behavior and non-criminal student misconduct; increase perceptions of safety by students, staff, and parents; and lead to more positive relationships between police with young persons and with the schools. This should also result in increased attendance, test scores, and grades, and improved perceptions of school climate. However, there is the possibility of unintended negative consequences that police presence leads to heavy surveillance, resulting in police coming across more misbehavior by youth, leading to overuse of arrest for behavior normally handled informally by schools and to more push-outs of students (disproportionately affecting racial and ethnic minorities, and youth with disabilities). Police presence could also lead to increased fear of crime and misbehavior by sending a signal to the school community that the building is unsafe. The types of learning outcomes we anticipate are grades, attendance/absenteeism, dropout, test scores, and perceptions of school climate. The types of non-educational outcomes we anticipate are measures of safety such as police reports, calls for service, arrests, school disciplinary reports, self-reports of student behavior, self-reports by staff of safety and fear, self-reports by students of safety and fear, and measures of parent fear for their youth at school. The objectives are to systematically review the research to answer three research questions relevant to potential positive effects of police-school programs, and two questions relevant to a potential unintended negative consequence. For this project, we will only include those studies that have the following characteristics: A quasi-experimental evaluation that would meet the study inclusion criteria was reported in the United Kingdom (Bhabra, Hill, & Ghate, 2004). The study evaluated the location of one police officer in each of 11 schools located within ten designated “crime hot spots” in the United Kingdom. The results were compared to two schools that were also in high crime areas that did not have a police officer assigned. Esbensen, Osgood, Taylor, Peterson, & Freng (2001) reported on a quasi-experimental evaluation of a police-taught curriculum designed to prevent adolescent gang involvement, Gang Resistance Education Awareness Training (G.R.E.A.T.). Because this study involves police teaching a curriculum in the schools, it would not be included in this review. We will rely on five major strategies to identify eligible evaluations published through 2013. These are: The databases listed in Appendix B can be somewhat idiosyncratic. Our approach is to conduct pilot searches of terms, working iteratively until the yield of citations and abstracts is as relevant as possible. In other words, we want to maximize sensitivity (getting as many citations and abstracts as possible) and specificity (making sure that as many as possible are relevant to the project). Our planned search strategy combines three types of keywords. The first set of keywords (and their derivatives) targets outcome studies: e.g., “random,” “experiment,” “control,” “evaluate,” “trial,” “impact,” “effect,” and “outcome.” A second set of keywords focuses the search on schools and education institutions: e.g., “student,” “school,” “district,” “classroom,” “academy,” “,” “campus,” “teacher,” “principal,” “faculty,” “bully,” “truancy,” and “superintendent.” The third set of keywords focuses the search on policing, including keywords such as “police,” “patrol,” “sheriff,” “constable,” “enforcement,” “officer,” and “security.” When the database does not permit extensive lists of keywords to be combined, simpler searches involving words such as “police” and “schools” will be used. For example, a proposed search in Criminal Justice Abstracts would be: Query: AB=(Columbine or school* or student* or campus* or teacher* or truan* or vandal* or classroom*) and AB=(experiment* or evaluat* or assess* or impact* or outcome* or effect* or randomly or randomize* or “comparison group” or “control group” or controls or comparisons or “control condition” or “comparison condition” or “time series”) and AB=(police* or “law enforcement” or patrol* or policing or “security guard” or “security measure*” or “crime prevention” or sheriff* or “cop” or “cops” or constabl* or detective* or undercover or “school crime” or “school violence” or “school safety” or “school security” or “resource officer*) or ”problem-oriented”). Search methods will usually result in a large number of citations and abstracts. The review author conducting the search will save the results from the searches described earlier and mark those for which full-text should be retrieved. This will be examined by at least one other co-author to ensure that there is agreement on the selections. Since three are in conducting of this no is of these will be as not being relevant to the proposed review. In some they will identify eligible The of those eligible studies will be and by the the study can be included. We expect to the of most We also have to through When a report is two of the review will it to ensure that it the there is no agreement on the inclusion of a study, it will be and the in the We will also establish a database to maintain a of included and The includes a that the research to the for We have designed a to in information from each study (see Appendix Although the several these will be into a number of to permit For example, such as was can be into three or the most (e.g., and an that those that not into the most common methods of in this set of The has in the following can be to provide information about the and about the study and For example, we will data about the of and the in which the study was the provide more on the and in which the study we will also include it. We will information about the quasi-experimental and other of the The of and whether the study included at levels will also be is that information about three in the implementation be from each study These will of the intervention and including the of the being and the number of to each group. The types of interventions that we expect include School Resource Officer police-school liaison programs, problem-oriented policing strategies, and police at the school to crime within or around the school, or to ensure safe for children as they to school. We anticipate that the evaluations in this review will be of a intervention and a group. When this is not the we will the most to our In most it will be the that the between the most intervention the least We the importance of these for These about the of in the including information on the the study the of the the and school whether an or was and the of the For each eligible study study will at one outcome the criteria described we will information on reported outcomes of crime (e.g., specific delinquent or criminal arrests, calls for service, to and other behavior that does not to but perceptions of and learning We will also any other or data on that would provide as to the intervention did or did not have that may several on the Our of is the evaluation and not the research and it is to information from to the for one When on the study we will a number of strategies, including the for study will be by a outcome to prevent the from being by from one Although some evaluations may report just a outcome at one time it is possible that other evaluation will include at various time and may various that school safety and learning have to be about outcome will represent the for that For this we will the outcomes we will learning and potential unintended negative consequences We not as of yet such outcomes will be will they be measures of that or or measures for some outcome of such as the number of results are and include and we will the to report these and and make such in our review. We expect to a range of measures to assess each of these types of and we to these measures into For example, within learning and may be common Although we expect that many will only include an at a in we to report two to the studies that report outcome data at various time We will report at first first time and the for the one time (e.g., is reported in the study, it will be in both estimates are reported for the we will rely on them for any synthesis since they reduce that may have from or the of implemented or the of studies report at levels (e.g., for schools or and for Our is to this information at the or is at the (i.e., school or we will to into this was a we in a for the (see Petrosino, & 2012). studies in which it is not possible to for at the will be To ensure that we good we will have two of the and information from if the yield of studies is and from a randomly of the studies if the yield is more We will assess (i.e., by using the of agreement for each (see below), a This will measures with study that agreement of with those that with of agreement will be to the for The two and will meet with the lead co-author to and will their for they and if there is consensus the three the will be We will those from our database in which could not be as as that will be into the We will to combine results from the We will report which is to but it includes a for for each is a and many are available to it from information reported in evaluation (e.g., test The will be are available in to will be to the results from the The will for each study, the and The will also the for the across that will be reported a effects and the will be by the When results in the we will report the the and whether the that the result is that a positive that the strategy had a on the outcome (e.g., a in crime or an in a negative a for intervention there is no in of the outcome between and Because of the in and we will effects models in our which to be more the effects For our we will conduct for to if the is a good of the of studies being in the We anticipate the will be the in intervention and the in these we will in each each outcome at each of the two time first and through the which is reported as a of the of across studies in the We will also report and as on However, have to be as they are on numbers of studies and such can be significant by if large numbers of are on We anticipate a number of as a of by the a effects for the following potential We are open to including other if to conduct (i.e., there are studies to such as at the between the of the schools and As we will evaluations and Our is to them in a and in particular, to them to the and challenges to policing schools is of our focus on and and our focus on outcomes that can be into an that we will However, we will the presence or of the studies and the data from the and quasi-experiments will be to three (1) the for the (2) the theory or by which the is to the (3) the and of the intervention and comparison and potential that may be to and in to the outcome or We will report on any data included in the studies that are included in the review. Our in conducting is that data are included, but it to This includes information on the of the any of the of the intervention (e.g., the and studies (e.g., the and of the is that this information be in some to the outcome studies that it can be during the for What was the was What was the of many were in this What state or did the study What was the for the What other information was provided on the for the can include the for the more about the to more about the any criteria for the units of in the study this be in the What were the relationships of the to the implementation of the to was was the specifically any (e.g., did with was not quasi-experimental was to (e.g., comparison of any with were did with did comparison was any in of problem from was with by of in the for intervention and if groups: study with brief the intervention with to the of the there any implementation described by theory for it should include any information from study on the or did not the or comparison if of school of that were of that were data on data on and including in the whether or (and if controls were and effects any information on data in the information review Education the of The a systematic search of the literature for a scoping study in for the U.K. National Police for The results were published in the of 2012). of those any about the of policing school they on the of the evaluation The review will be in The review will be within three it is this for and the review in with The will provide as as possible to with the of the review. A review be to the relevant within two of are not the or if we are to for an the relevant has the to the or the to The also has the to or the if it does not meet the standards of the the for the review in of and and other and the review at least five if for the review to as with the The of the in review is upon agreement to the and in the The places no on of the of a systematic review in a more form as a or the of the in have that of that have or will reported and in such a should be of possible with of the in in a or in in should the and include a to it. that systematic published in and with the may have or for for any the to a and to in the on of the

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.014
metaresearch head score (Gemma)0.016
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.057
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0140.016
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.051
GPT teacher head0.423
Teacher spread0.371 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it