Workshop: Transparent Data Analysis Workflow

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

Instructor: Michael Tzen PLEASE BRING A PERSONAL LAPTOP Content: Researchers go through fundamental steps in a data analysis project. This workshop highlights key steps in a data analyst's workflow and encourages transparency in each of the steps. Throughout this workshop, we go through hands on exercises that integrate: a transparency engine, obtaining federal API data, […]

Sander Greenland, UCLA Department of Epidemiology

The UCLA Department of Statistics and the Center for Social Statistics presents: Statistical Significance and Discussion of the Challenges of Avoiding the Abuse of Statistical Methodology Sander Greenland will offer his perspective on the paper, “Redefine Statistical Significance”, which was the topic of the previous week’s seminar. Also he will discuss the challenges of avoiding […]

Mark Kaplan, UCLA

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"The Impact of Socioenvironmental Stressors on Alcohol-Linked Suicides: A Nationwide Postmortem Study"

Abstract: Not only is suicide a major public health problem, but also, according to the Centers for Disease Control and Prevention, 8,179 deaths and 273,206 years of potential life lost resulted from alcohol attributable suicides in 2006-10 (the latest years available). Since 2011, Professor Kaplan and his colleagues have worked with the National Violent Death Reporting System Restricted Access Database on two projects funded by the National Institute on Alcohol Abuse and Alcoholism, focusing on acute alcohol use immediately prior to suicide. This presentation will show that nearly a third of suicide decedents nationwide were intoxicated at the time of death. Furthermore, Prof. Kaplan will describe the effects of the 2008-09 economic contraction and other adverse socioenvironmental conditions on rates of suicide involving acute alcohol intoxication.

CCPR Grant Writing Workshop Session IV

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

The workshop will include an overview of significance vs. innovation and approach.

Rodrigo Soares, Columbia University

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"Does Universalization of Health Work? Evidence from Health Systems Restructuring and Maternal and Child Health in Brazil"

Abstract: We investigate restructuring of the health system in Brazil motivated to operationalize universal health coverage. Using administrative data from multiple sources and an event study approach that exploits the staggered rollout of programmatic changes across municipalities, we find large reductions in maternal, foetal, neonatal and postneonatal mortality, and fertility. We document increased prenatal care visits, hospital births and other maternal and child hospitalization, which suggest that the survival gains were supply-driven. We find no improvement in the quality of births, which may be explained by endogenous shifts in the composition of births towards higher-risk births.

CCPR Grant Writing Workshop Session V

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

The workshop will include an overview of approach (2), statistical analysis and power.

Victoria Baranov, University of Melbourne

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"Mental health and women's choices. Experimental evidence from a Randomized Control Trial"

Abstract: We evaluate the long-term impact of treating maternal depression on women's financial empowerment and parenting decisions by exploiting experimental variation induced by a cluster-randomized control trial which provided psychotherapy to perinatally depressed mothers in rural Pakistan. The trial, which is the largest psychotherapy trial in the world, was highly successful at reducing depression rates of mothers. We relocate mothers 6 years after the intervention concluded to evaluate the effects of the intervention on women's financial empowerment, parental investments, fertility, as well as children development. We find that treating maternal depression increased women's empowerment, particularly control over spending, both in the short-run and in the long-run. Consistent with the reports of increased control over spending, we find persistent effects of the intervention on both time- and monetary-intensive parental investment. We do not find any detectable effect on children development. The long-run treatment effects are concentrated among girls.

Hadley Wickham, RStudio

The UCLA Department of Statistics and the Center for Social Statistics presents: Programming data science with R & the tidyverse Tidy evaluation is a new framework for non-standard evaluation that will be used throughout tidyverse. In this talk, I'll introduce you to the problem that tidy eval solves, illustrated with examples of the various approaches […]

CCPR Grant Writing Workshop Session VI: Preparing a Budget

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

The workshop will include an overview of personnel time on the project, salaries and benefits, other than personnel services (OTPS), consultants, equipment, patient care, alterations and renovations, consortium/contractual costs, budget justification, direct/modified direct/indirect costs.

Jennifer Skeem, UC Berkeley

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

“What works” for justice-involved people with mental illness

Abstract: Each year, over 2 million people with serious mental illness are booked into U.S. jails. These people typically stay longer in jail than those without mental illness—and, upon release, are more likely to be reincarcerated. Today, over 300 counties have resolved to “step up” their efforts to reduce the number of people with mental illness in jail. In this presentation, I highlight research on “what works” to reduce re-offending among justice-involved people with mental illness. Programs must avoid the traditional assumption that mental illness is the direct cause of the problem, and linkage with psychiatric services is the solution. Evidence-based, cost-effective programs look beyond psychiatric explanations to address robust risk factors that are shared by people with- and without mental illness.

CCPR Grant Writing Workshop Session VII: Regulatory Sections/ NIH grant application process at UCLA

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

The workshop will include an overview of human subjects/UCLA IRB preaward, data sharing plan, multiple PI plan and clinical trials, Office of Contract and Grant Administration (OCGA), S2S Grants/Cayuse, E-pass and electronic submission, eDGE disclosure, submission deadlines to OCGA, and interacting with eRA Commons.

Jessica Ho, USC

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"Contemporary Trends in American Mortality: International Comparisons and Emerging Challenges"

Abstract: The decades surrounding the turn of the 21st century have been a challenging period for American mortality. The United States is currently facing a large-scale opioid epidemic, and life expectancy barely increased between 2010 and 2015. This talk will cover various dimensions of contemporary trends in American mortality including the contribution of drug overdose to educational gradients in life expectancy, an analysis of the contemporary drug overdose epidemic in international perspective, and how the U.S.’s recent life expectancy stagnation has impacted its standing in international life expectancy rankings relative to other high-income countries.

Nathaniel Osgood, University of Saskatchewan, “Dynamic modeling for health in the age of big data”

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

Abstract: Traditional approaches to public health concerns have conferred great advances in the duration and quality of life. Public health interventions – from improved sanitation efforts, to vaccination campaigns, to contact tracing and environmental regulations – have helped reduce common risks to health throughout many areas of the world. Unfortunately, while traditional methods from the […]

Nathaniel Osgood, University of Saskatchewan, “Using Smartphones and Wearables for Public Health Insight: A Hands-On Introduction”

CHS 61-269

Abstract: Acquisition of evidence-based understanding of human health behavior and exposure to environments forms a central focus of health research, and a critical prerequisite for effective health policy. The use of mobile devices to study health behavior via cross-linked sensor data and on-device self-reporting and crowdsourcing offer compelling advantages to complement traditional techniques. Data collected […]

Doug Massey, Princeton University

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"Train Wreck: US Immigration and Border Policy 1965-2010."

Abstract: Despite the massive increase in border enforcement after 1986, undocumented population growth did not decrease, but rose. In this talk I undertake a systematic analysis of border enforcement as a policy for immigration control. Empirical results explain not only why it failed, but how and why it backfired. In the end, the militarization of the border did not increase the probability of apprehension at the border or reduce the likelihood of unauthorized entry; but it did dramatically change the geography of border crossing, increase the costs of undocumented migration, and elevate the physical risks of border crossing. Ironically, these trends had no effect on the likelihood of undocumented departure for the United States, but instead reduced the probability undocumented returns back to Mexico, thereby increasing the net volume of undocumented migration and accelerating undocumented population growth.
*Co-Sponsored with the Center for the Study of International Migration and the Social Stratification, Inequality, and Mobility working group. 

Diversion in the Criminal Justice System: Regression Discontinuity Evidence on Court Deferrals: Kevin Schnepel, University of Sydney, School of Economics

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

The historically unprecedented size of the U.S. criminal justice system has necessitated the development of diversion programs to reduce caseloads as a cost containment strategy. Court deferrals, which allow felony defendants to avoid formal convictions through probation, are one example. Using two discontinuities in deferral rates in Harris County, Texas, separated by 13 years, we find consistent evidence that diversion reduces reoffending and unemployment among first-time felony defendants. Similar benefits are not observed for repeat offenders suggesting felony record stigma as a key mechanism. Young, African American men drive the total effect, a pattern consistent with over-targeting by law enforcement.

Chenoa Flippen, University of Pennsylvania

Bunche 10383 Los Angeles, CA

"The Uphill Climb: A Transnational Perspective on Wealth Accumulation among Latino Immigrants in Durham, NC"

Abstract: Wealth accumulation is a key dimension of ethno-racial stratification, and, among immigrants, an important indicator of incorporation. Dramatically low assets among immigrant Latinos is thus a pressing concern, necessitating a better understanding of the social forces that shape wealth assimilation. Drawing on a survey of Latino immigrants in Durham, NC, I argue for the importance of a transnational perspective on wealth for immigrant populations. Nationally representative surveys designed to assess inequality among the general population generally lack information on wealth held abroad, which accounts for the lion’s share of assets held by immigrants in our sample. Likewise, these data sources rarely have information on factors salient to immigrants, particularly legal status and informal employment. Finally, I show that the socio-demographic characteristics central to life-cycle wealth models operate in different ways for U.S. and foreign assets, and for men and women. For instance, while household earnings and duration of Durham residence are associated with greater U.S. assets among Durham’s Latino migrants, they fail to predict wealth held abroad. Likewise, low educational attainment and informal employment are associated with lower U.S., but not foreign, wealth. Instead, the key predictors of wealth abroad relate to family structure. I further document structural barriers to immigrant Latino wealth accumulation, such as employment marginality and lack of access to mainstream financial institutions.
*Co-Sponsored with the Center for the Study of International Migration 

Rob Warren, University of Minnesota

CCPR Seminar Room 4240 Public Affairs Building, Los Angeles, CA, United States

"When Should Researchers Use Inferential Statistics When Analyzing Data on Full Populations?"

Abstract: Many researchers uncritically use inferential statistical procedures (e.g., hypothesis tests) when analyzing complete population data—a situation in which inference may seem unnecessary. We begin by reviewing and analyzing the most common rationales for employing inferential procedures when analyzing full population data. Two common rationales—having to do with handling missing data and generalizing results to other times and/or places—either lack merit or amount to analyzing sample (not population) data. Whether it is appropriate to use inferential procedures depends on whether researchers are analyzing sample or population data and on whether they seek to make causal or descriptive claims. When doing descriptive research, the distinction between sample and population data is paramount: Inferential statistics should only be used to analyze sample data (to account for sampling variability) and never to analyze population data. When doing causal research, the distinction between sample data and population data is unimportant: Inferential procedures can and should always be used to distinguish (for example) robust associations from those that may have come about by chance alone. Crucially, using inferential procedures to analyze population data to make descriptive claims can lead to incorrect substantive conclusions—especially when population sizes and/or effect sizes are small.