Algorithms, Race, and Reentry: A Review of Sandra G. Mayson’s Bias In, Bias Out

In true Minority Report fashion, state actors are increasingly relying on algorithms to assess the risk a person will commit a future crime.  Unlike Minority Report, these algorithms simply estimate the likelihood of rearrests; they do not offer the absolute answer to future criminal behavior that condemned the defendant, Tom Cruise, in the 2002 action film.  Still, criminal justice actors are using many types of algorithmic risk assessments to inform their decisions in pre-trial investigations, bail recommendations and decisions, and post-trial sentencing and parole proceedings.  Sandra G. Mayson’s article[1], Bias In, Bias Out, published this year in the Yale Law Journal, explains how these algorithms could reflect and project past and present racial bias in the criminal justice system and elsewhere.

At its core, an algorithm specifies individual traits that are correlated with crime commission.  If the data show that people of color are arrested more frequently, then the algorithm will predict more arrests for people of color.  In this sense, an accurate algorithm “holds a mirror to the past” by “distilling patterns in past data and projecting them into the future.”  Mayson provides an in-depth, yet easy-to-follow explanation of why race neutrality is unattainable when the base rates of arrest differ across racial groups.  These mirror-like algorithms give us the opportunity to clearly view the racial disparity in arrests and convictions.  Is there something wrong with this image, and what should we do now that we’ve seen it?

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California poised to become third state to adopt “clean slate” record relief

On September 23, the California legislature sent AB 1076 to California Governor Gavin Newsom, who has until October 13 to sign or veto this potentially transformative legislation.  If enacted, AB 1076 would make California the third state (after Pennsylvania (2018) and Utah (2019)) to authorize “clean slate” record relief, a direction to authorities to seal certain arrest and conviction records automatically. (Illinois, New York, and California have enacted automatic relief for certain marijuana convictions, and several states have automatic relief for non-convictions.)  AB 1076 creates a parallel eligibility scheme that overlaps but is not exactly coincident with the petition-based system, as well as a new procedure for automatic relief.  The specific provisions are described generally below, and more fully after the break.

AB 1076 would not modify eligibility for relief under California’s existing scheme of judicial remedies for people with criminal records, via sealing as well as dismissal and set-aside.  Rather, effective January 1, 2021, it would create a new process obviating the requirement of an individually-filed petition or motion in most cases.  If this bill is signed into law, California would break new ground in becoming the first state to extend automatic “clean slate” relief to felony convictions (other than for marijuana possession).

A less-noted but significant feature of AB 1076 is its expansion of the effect of relief for conviction records:  it provides for non-disclosure of records of convictions that have been dismissed or set aside, whether automatically or by petition, and makes this provision applicable both to court records (effective February 1, 2021) and to records in the state repository (effective January 1, 2021), except in certain specified circumstances where disclosure is mandated by law.  As it is, and notwithstanding the widespread use of the term “expungement” to describe its general relief scheme for convictions, California has no law authorizing limits on public access to most conviction records, whether held by the court or by the state repository.  This would change in 2021, if this law is enacted.  (Most non-conviction records are now eligible for sealing by petition under California law.)  Note that, like most state repositories, California’s repository permits disclosure only to government agencies and specified private entities, so that the new limits apply within the class of otherwise authorized repository users.

The sponsors of AB 1076 emphasize that making relief automatic without the need for individual action will significantly reduce “barriers to employment and housing opportunities for millions of Californians.”  They point to the key findings of J.J. Prescott and Sonja Starr’s 2019 study of record-sealing in Michigan: 1) people who had their conviction records sealed tended to have improved employment outcomes and lower recidivism rates than the general population; but 2) only a small percentage (6.5%) of those individuals eligible for set-aside and sealing actually applied, likely because of the complexity and burdens of filing a petition for relief with the court.  While no comparable study has been done for California, experience with that state’s marijuana-sealing law suggests that the low “take-up” rate is similar to the one Prescott and Starr found in Michigan.

If California’s new law is enacted, beginning in 2021 the state will automatically grant relief for many arrests not resulting in conviction, for infraction and misdemeanor convictions, and for some less serious felony convictions.  For eligible non-convictions—misdemeanor and some felony arrests—sealing will become automatic.  (However, a significant set of felony arrests not leading to conviction are excluded, as discussed below, although most of these dispositions remain eligible for petition-based relief.)  For eligible convictions, dismissal and set-aside will be automatic provided that a number of additional eligibility requirements are satisfied, including that a person must not be required to register as a sex offender, or be currently subject to prosecution, supervision, or incarceration for any offense.  Prosecutors and probation officers may object to automatic conviction relief in individual cases on “based on a showing that granting such relief would pose a substantial threat to the public safety,” and such an objection may be tested in a court hearing.

A major shortcoming of AB 1076 — in contrast to the “clean slate” laws enacted in Pennsylvania and Utah—is that its automatic relief is prospective only.  That is, relief is automatic only for arrests and convictions occurring after the law’s effective date.  Those with arrests and convictions occurring before 2021 would still have to apply to the court for relief.  Though the original bill had applied retroactively, the Assembly amended the bill to exclude arrests and convictions occurring before January 1, 1973, and then the Senate further amended it to exclude those occurring before January 1, 2021.  Presumably these changes were based on financial and logistical considerations.  The annual cost for the California Department of Justice (DOJ) and courts to carry out the final bill is estimated to total between about $2 and $5 million each year.  Moreover, the bill’s effective date, January 1, 2021, is specifically subject to an appropriation in the annual budget, and the State’s Department of Justice has indicated it “would need the implementation date to be delayed to July 1, 2023 for proper implementation.”  Despite challenges in implementation, we hope that, as the new automated system is developed, it will be feasible to extend relief to records predating 2021.

Of course, as noted, the provisions providing for non-disclosure of conviction records would apply to all cases dismissed or set-aside, without regard to when or by what process this relief was granted.

We will now describe in detail California’s clean slate legislation, which would add two new sections to the Penal Code, 851.93 and 1203.425, dealing with arrests and convictions, respectively, and amend the section of the Penal Code that deals with state records systems, 11105.

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CCRC to hold roundtable on criminal records at U. Michigan Law School

We are pleased to announce that we are convening a roundtable meeting in August 2019, hosted by the University of Michigan Law School, to develop a model law on access to and use of criminal records, specifically in cases that do not result in a conviction.

In March, we began a major study of the public availability and use of these non-conviction records – including arrests that are never charged, charges that are dismissed, deferred and diversionary dispositions, and acquittals.   Law enforcement agencies and courts frequently make these records available to the public allowing widespread dissemination on the internet, both directly and through private for-profit databases.  Their appearance in background checks can lead to significant discrimination against people who have never been convicted of a crime, and result unfairly in barriers to employment, housing, education, and many other opportunities.  Research has shown that limiting public access to criminal records through mechanisms like sealing and expungement increases the earning ability of those who receive this relief, which in turn benefits their families and communities.

The problems of access and use are not limited to private actors:  a recent court decision in New York suggests that police departments in some jurisdictions make operational use of sealed non-conviction records even when the law prohibits it.

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Updated report on 2018 fair chance and expungement reforms

On January 10, 2019, we released a report documenting the extraordinary number of laws passed in 2018 aimed at reducing barriers to successful reintegration for individuals with a criminal record.  Since that time, we discovered five additional laws enacted in 2018 (in AL, PA, OR, MO, and the U.S. Virgin Islands), and have updated our report accordingly.

In 2018, 32 states, the District of Columbia, and the U.S. Virgin Islands enacted at least 61 new laws aimed at avoiding or mitigating the collateral consequences of arrest and conviction, consequences that may otherwise last a lifetime. The CCRC report analyzes last year’s lawmaking and summarizes all 61 new authorities, which include 57 statutes, 3 executive orders, and one ballot initiative.

Last year saw the most productive legislative year since a wave of “fair chance” reforms began in 2013.  CCRC documented these earlier developments in reports on the 2013-2016 reforms and 2017 reforms.  In the period 2012–2018, every state legislature has in some way addressed the problem of reintegration.  Congress has not enacted any laws dealing with the problems presented by collateral consequences for more than a decade.

The state laws enacted in 2018 aim to break down legal and other barriers to success in the courts, the workplace, the pardon process, and at the ballot box:

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“High Time for Marijuana Expungement”

Any state that legalizes or decriminalizes marijuana should automatically include an expungement provision that clears the criminal record of individuals who engaged in activities deemed lawful under the new legalization or decriminalization laws.  This is the thesis of my new article, “High Time for Criminal Justice Reform: Marijuana Expungement Statutes in States with Legalized or Decriminalized Laws.”  At the federal level, Senator Cory Booker’s recently reintroduced Senate Bill 597, the “Marijuana Justice Act of 2019,” would do just that: remove marijuana from the Schedule of Controlled Substances and expunge records of marijuana possession and use convictions.  At the same time, some local governments are focusing on more efficient and expeditious expungement processes.  Earlier this year, the San Francisco District Attorney partnered with Code for America to identify and process eligible marijuana cases, including past convictions dating back to 1975.  The Denver District Attorney launched “Turn Over a New Leaf Program,” which helps individuals who committed now-repealed marijuana-related offenses vacate the records of their convictions.  While Colorado has a marijuana sealing statute (Col. Rev. Stat. § 24-72-710 allows sealing of misdemeanor marijuana possession or use offenses if an individual files a petition, pays a filing fee plus $65, and proves that the offense is no longer considered a crime), the New Leaf Program has attorneys from the Denver City Attorney’s Office guide individuals through the process and ask courts to vacate, dismiss, and seal convictions for marijuana offenses that are no longer illegal.

However—as I document in my article—of the ten states that have legalized, only four states have enacted marijuana-expungement legislation; of the thirteen states that have decriminalized marijuana, only three have enacted marijuana-expungement legislation.  My article includes charts compiling the status of expungement statutes in states that have legalized or decriminalized recreational marijuana and includes a model marijuana expungement statute.  My article draws on previous scholarship in this area by Professor Douglas Berman (Leveraging Marijuana Reform to Enhance Expungement Practices) and CCRC fellow David Schlussel (The Mellow Pot-Smoker: White Individualism in Marijuana Legalization Campaigns).

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Starr and Prescott publish groundbreaking empirical study of expungement

Professors Sonja B. Starr and J.J. Prescott of Michigan Law School have released the first-ever broad-based empirical study of the effects of a state law limiting public access to criminal records.   CCRC’s reports have noted the lack of empirical research to inform policies aimed at promoting reentry and reintegration for people with a criminal record—something this study of Michigan’s set-aside law begins to correct.  As its authors observe, “Despite the considerable legislative ferment and the excitement that surrounds ‘clean slate’ initiatives in the civil rights and criminal justice reform worlds, what has been missing from the debate is hard evidence about the effects and true potential of conviction expungement laws.”  A reason for this, as the authors also note, is that by definition criminal records that are the subject of sealing or expungement relief are often unavailable to study.  [Note:  In the summer of 2019, the study was accepted for publication in the Harvard Law Review.]

Using a data-sharing agreement with multiple Michigan state agencies, Starr and Prescott completed an extensive statewide analysis of expungement of criminal convictions in Michigan over the course of decades.  Their analysis reveals three key findings:

  • Uptake:  Just 6.5% of those eligible for expungement successfully complete Michigan’s application process within five years of eligibility.
  • Recidivism:  Expungement recipients “have extremely low subsequent crime rates, comparing favorably to the general population—a finding that defuses a common public-safety objection to expungement laws.”
  • Employment:  Expungement receipts see a “sharp upturn” in wage and employment: wages go up on average by 25% within two years, driven mostly by “unemployed people finding jobs and very minimally employed people finding steadier or higher-paying work.”

These conclusions just about cover the waterfront of findings we would most like to see about laws that limit public access to criminal records.  Looking at them in reverse order, Starr and Prescott find that expungement is valuable in economic terms for those who receive this relief, and improvements in their economic status will in turn benefit their families and communities.

They also find that those who benefit from expungement present no particular threat to public safety, whether because recipients of expungement are self-selected criminal justice success, because the courts that grant them relief take their likelihood of reoffending into account, or because expungement itself does not tend to increase recidivism risk (and in fact may reduce it).

Finally, and perhaps most disturbingly, few of the people who are intended beneficiaries of Michigan’s expungement law actually obtain this relief, either because they don’t apply for it or because their applications for expungement are not approved.  The authors find six reasons that account for this “uptake gap” (which is greater for people with misdemeanors than felonies):

  • lack of information about the availability of relief;
  • administrative hassle and time constraints;
  • cost (including court filing fees, lost wages, and transportation costs);
  • distrust and fear of the criminal justice system;
  • lack of access to counsel; and
  • insufficient motivation to remove conviction.

In addition, while not a part of the “uptake gap” strictly speaking, the authors note that “every advocate that we spoke to also emphasized the stringency of the eligibility requirements, which in their view exclude a great many worthy candidates.”  (A person must have no more than one felony conviction and no more than two misdemeanor convictions in order to be eligible for “set-aside” under what is commonly known as the “general expungement statute.”  In contrast to most states, however, most felony convictions are eligible for set-aside.  A Michigan set-aside limits public access to the record, but it remains available to law enforcement and some other government agencies.  See the description of Michigan’s law providing for set-aside in the Michigan profile from the Restoration of Rights Project.)  The authors remark about the eligibility requirements for set-aside in Michigan:

All of these restrictions mean that the low uptake rate we estimated is even starker when viewed in context: it is a very small fraction of a very small fraction. For the past decade about two thousand set asides per year have been granted in Michigan. Meanwhile, each year the Michigan state courts add about 300,000 new criminal convictions. On balance, the population of people living with criminal records is continuing to grow quickly; the set-aside law is like a bucket removing water from an ever-rising ocean.

We note that Michigan’s eligibility requirements are actually more inclusive than those in most states.  See this 50-state chart.

We expect that the findings of this remarkable new study will prove uniquely valuable to advocates and policy-makers considering changes to laws authorizing relief from collateral consequences in the days and years ahead.

CCRC launches major study of non-conviction records

CCRC is pleased to announce that we are undertaking a major study of the public availability and use of non-conviction records – including arrests that are never charged, charges that are dismissed, deferred and diversionary dispositions, and acquittals.   Law enforcement agencies and courts frequently make these records available to the public allowing widespread dissemination on the internet, both directly and through private for-profit databases.  Their appearance in background checks can lead to significant discrimination against people who have never been convicted of a crime, and result unfairly in barriers to employment, housing, education, and many other opportunities.  Research has shown that limiting public access to these records through mechanisms like sealing and expungement is valuable in economic terms for those who receive this relief, and improvements in their economic status will in turn benefit their families and communities.

While almost every U.S. jurisdiction makes some provision for limiting public access to non-conviction records, such relief varies widely in availability and effect, and is often difficult to take advantage of without a lawyer.  What’s more, arrest records may remain accessible on the internet long after official court files have been made confidential or even destroyed.  While CCRC’s Restoration of Rights Project now includes state-by-state information on how non-conviction records may be sealed or expunged, our new project will examine the operation of applicable laws more closely.

The first phase of this project will produce by early June 2019 a detailed inventory of the laws in each U.S. jurisdiction for limiting public use of and access to records of arrests and/or judicial proceedings that do not result in conviction.  Among other things, this inventory will examine both: (1) categorical or automatic relief (such as general confidentiality laws and limits on considering non-conviction records by employers and licensing boards); and (2) case-specific relief (such as sealing and expungement, either automatic or by application).  For this second type of relief, the study will look at eligibility criteria (including waiting periods and overall criminal record), procedures (including filing fees or other financial barriers), and effect (entities excepted from restrictions on access and use). It will also note where state law or court rulings permit redaction of records so that dismissed charges may be sealed even if one or more charges in a case do result in conviction.

After completing the research phase of the project, CCRC will consult with scholars and practitioners to prepare a nationwide analysis, examining specific issues across all jurisdictions, identifying patterns and gaps in existing laws and policies.

The second and final phase of the project will be launched at a roundtable meeting on August 16-17, 2019, hosted by the University of Michigan Law School. The roundtable will produce a set of policy recommendations and model legislation aimed at neutralizing the effect of non-conviction records.  Professors JJ Prescott and Sonja Starr of the Law School faculty will serve as conference hosts and collaborators on this second phrase.  A number of legal scholars, practitioners, judges, law enforcement officials, and legislators have already agreed to participate.  At least three of those invited themselves have criminal records.  We expect to have several technology experts at the table to advise about the operational implications of the policies and legislation we are considering, in light of how states manage their criminal records systems.

Following the August roundtable, we will finalize its recommendations and model law with the assistance of scholars and other experts; publish them in a report; and promote them widely in the academic and advocacy community.

The principal value of this project will be to inform and strengthen efforts underway in legislatures and advocacy organizations across the country to mitigate the disabling effects of a criminal record on the lives of people who have one, on their families and on their communities.  We believe that reforming the law is as important a part of the reintegration agenda as advocating for and providing services to those who are seeking a second chance, and we hope this project will be the first stage of a larger national law reform effort to address access to and use of all types of criminal records. In light of the intense interest in legislatures across the country in mitigating the effect of criminal records, as evidenced in our 2018 report on relevant laws passed just last year, there is an obvious need for such guidance.  The first months of 2019 have evidenced an even greater level of legislative interest, on which we expect to report again shortly.

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Press release: New report on 2018 fair chance and expungement reforms (updated)

Washington, D.C. — The Collateral Consequences Resource Center (CCRC) has released a new report documenting the extraordinary number of laws passed in 2018 aimed at reducing barriers to successful reintegration for individuals with a criminal record.  In the past twelve months, 32 states, the District of Columbia, and the U.S. Virgin Islands have enacted 61 new laws aimed at avoiding or mitigating the collateral consequences of arrest and conviction, consequences that may otherwise last a lifetime.  The CCRC report analyzes the past year’s lawmaking and summarizes all 61 new authorities, which include 57 statutes, 3 executive orders, and one ballot initiative.  The report, titled “Reducing Barriers to Reintegration: Fair chance and expungement reforms in 2018,” is available to download here

Last year saw the most productive legislative year since a wave of “fair chance” reforms began in 2013.  CCRC documented these earlier developments in reports on the 2013-2016 reforms and 2017 reforms.  In the period 2012–2018, every state legislature has in some way addressed the problem of reintegration.  Congress has not enacted any laws dealing with the problems presented by collateral consequences for more than a decade.

The state laws enacted in 2018 aim to break down legal and other barriers to success in the courts, the workplace, the pardon process, and at the ballot box:

Read more

Living with a marijuana conviction after legalization (updated)

Jacob Sullum, senior editor at Reason, has written a fabulous article about expungement of marijuana convictions in places that have since legalized marijuana: so far 10 states, DC, and the Northern Mariana Islands have legalized.  The piece is currently available to Reason subscribers and will be available to the public in the coming weeks (we will update this post with the link).

Sullum tells the stories of eleven individuals, from the jurisdictions that have legalized, who describe how their marijuana convictions have impacted their lives before and after legalization.  He documents the lingering legal and social sanctions that burden people long after they have served their sentences, sanctions that “seem especially unjust and irrational in the growing number of U.S. jurisdictions that have legalized marijuana for recreational use.”

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Housing restrictions across the country

house-keyThe revolving door between prison and homelessness is an unfortunate and well-documented feature of our criminal justice system. But it is not just those returning from prison who are at risk. Even a conviction for a relatively minor offense – and, in some instances, simply being charged with one – can result in a lifetime of housing insecurity, both for individuals and their families.  These problems are the focus of an excellent new report from the National HIRE Network that examines criminal record-based housing restrictions across the country and describes what is being done by a few jurisdictions and the federal government to put the brakes on the cycle of conviction, homelessness, and recidivism.

Although record-based housing restrictions are implemented by both private and public housing providers, it is public housing restrictions that pose the biggest risk to individuals with criminal records since their statistically lower income makes them more likely to rely on federal subsidies for housing. Attached to those subsidies are a number of federally-mandated restrictions, including a permanent and automatic ban for anyone convicted of producing methamphetamine in public housing or of a sex offense requiring lifetime registration, and permissible eviction followed by a three-year bar (that may be reduced) for drug-related criminal activity.

But, as the report discusses, those federal restrictions are just the beginning. Federal law explicitly permits subsidized housing providers to reject applicants if a household member has engaged in criminal activity that is violent, drug-related, or that “would adversely affect the health, safety, or right to peaceful enjoyment of the premises” and that was committed within a “reasonable time” before applying. That loose standard gives providers enormous discretion to determine who gets in and who gets shut out:

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