I have over 15 years of experience working with advanced statistics and managing databases for large-scale research studies and small businesses. My statistical experience includes an extensive published record using various forms of the generalized linear model (e.g., regression, logistic regression, etc.), psychometrics and scale development, methods for handling missing data (such as multiple imputation), and power analysis. I am proficient with Stata, Python, and Mplus, and I have experience with Tableau, R, SAS, SPSS, and various other software packages. Throughout my career, I have applied this expertise in varied data contexts, including large epidemiological national surveys, experimental data, longitudinal/repeated measure studies, clinical data, and randomized controlled trials. My history of peer-reviewed publication is a testimony to these technical qualifications and documents dozens of successful collaborations with different individuals across multiple projects and institutions. My experiences working with researchers, clinicians, and other professionals has honed my communication skills and ability to translate complex data into actionable insights for varied audiences. I also understand how to practically apply these experiences in a business context. In my most recent position at Worth Treatment Center, I led clinic’s neuropsychological testing program and spearheaded the automation of a data pipeline to streamline patient care. This pipeline transformed electronic form data (e.g., for tests, intakes, & progress notes) into actionable physician decision-aides and integrated patient scheduling and communications. At the touch of a button, clinic psychiatrists can now generate a report visualizing changes in a patient’s self-reported symptoms alongside changes in their prescribed medications, or that statistically compare a patient’s test score with clinic and national norms. By streamlining our clinic’s data workflow, these systems decreased the time physicians spent on extraneous aspects of progress notes by 50% and led to a fourfold reduction in the time staff spent on billing and scheduling. Throughout my career, I have particularly enjoyed my experiences in two recurring contexts. During scientific peer review, I have always relished the challenge of defending my analytic approach with principled, reasoned arguments amongst experts. Similarly, the process of helping colleagues outside my areas of substantive expertise gain insights into their own data and research – for example, by helping them map their ideas onto quantitative modeling frameworks or visualize patterns that aren’t immediately apparent in the raw data – has always been especially satisfying. I am interested in opportunities to provide my expertise on problems like this.

Dr. Britain A. Mills, Ph.D.

Worth Treatment Center

Weatherford, Texas, United States of America

Research Expertise

Structural equation modeling

Psychometric theory

Psychopathology

Addiction

Judgment and decision making

Scale development

Generalized linear models

Python

Stata

Tableau

SAS

SPSS

Predictive analytics

Data vizualization

About

Publications

Risk taking under the influence: A fuzzy-trace theory of emotion in adolescence

Developmental Review / Mar 01, 2008

Rivers, S. E., Reyna, V. F., & Mills, B. (2008). Risk taking under the influence: A fuzzy-trace theory of emotion in adolescence. Developmental Review, 28(1), 107–144. https://doi.org/10.1016/j.dr.2007.11.002

Explaining Contradictory Relations Between Risk Perception and Risk Taking

Psychological Science / May 01, 2008

Mills, B., Reyna, V. F., & Estrada, S. (2008). Explaining Contradictory Relations Between Risk Perception and Risk Taking. Psychological Science, 19(5), 429–433. https://doi.org/10.1111/j.1467-9280.2008.02104.x

Neurobiological and memory models of risky decision making in adolescents versus young adults.

Journal of Experimental Psychology: Learning, Memory, and Cognition / Jan 01, 2011

Reyna, V. F., Estrada, S. M., DeMarinis, J. A., Myers, R. M., Stanisz, J. M., & Mills, B. A. (2011). Neurobiological and memory models of risky decision making in adolescents versus young adults. Journal of Experimental Psychology: Learning, Memory, and Cognition, 37(5), 1125–1142. https://doi.org/10.1037/a0023943

Semantic processing in “associative” false memory

Psychonomic Bulletin & Review / Dec 01, 2008

Brainerd, C. J., Yang, Y., Reyna, V. F., Howe, M. L., & Mills, B. A. (2008). Semantic processing in “associative” false memory. Psychonomic Bulletin & Review, 15(6), 1035–1053. https://doi.org/10.3758/pbr.15.6.1035

Theoretically motivated interventions for reducing sexual risk taking in adolescence: A randomized controlled experiment applying fuzzy-trace theory.

Journal of Experimental Psychology: General / Aug 01, 2014

Reyna, V. F., & Mills, B. A. (2014). Theoretically motivated interventions for reducing sexual risk taking in adolescence: A randomized controlled experiment applying fuzzy-trace theory. Journal of Experimental Psychology: General, 143(4), 1627–1648. https://doi.org/10.1037/a0036717

Is Qualitative Research Second Class Science? A Quantitative Longitudinal Examination of Qualitative Research in Medical Journals

PLoS ONE / Feb 24, 2011

Shuval, K., Harker, K., Roudsari, B., Groce, N. E., Mills, B., Siddiqi, Z., & Shachak, A. (2011). Is Qualitative Research Second Class Science? A Quantitative Longitudinal Examination of Qualitative Research in Medical Journals. PLoS ONE, 6(2), e16937. https://doi.org/10.1371/journal.pone.0016937

Do stressful events account for the link between socioeconomic status and mental health?

Journal of Public Health / Jun 13, 2013

Businelle, M. S., Mills, B. A., Chartier, K. G., Kendzor, D. E., Reingle, J. M., & Shuval, K. (2013). Do stressful events account for the link between socioeconomic status and mental health? Journal of Public Health, 36(2), 205–212. https://doi.org/10.1093/pubmed/fdt060

Emergent self-regulation skills among very young ethnic minority children: A confirmatory factor model

Journal of Experimental Child Psychology / Dec 01, 2013

Caughy, M. O., Mills, B., Owen, M. T., & Hurst, J. R. (2013). Emergent self-regulation skills among very young ethnic minority children: A confirmatory factor model. Journal of Experimental Child Psychology, 116(4), 839–855. https://doi.org/10.1016/j.jecp.2013.07.017

Interference processes in fuzzy-trace theory: Aging, Alzheimer's disease, and development.

Inhibition in cognition.

Reyna, V. F., & Mills, B. A. (n.d.). Interference processes in fuzzy-trace theory: Aging, Alzheimer’s disease, and development. In Inhibition in cognition. (pp. 185–210). American Psychological Association. https://doi.org/10.1037/11587-010

Recollection rejection of false narrative statements

Memory / Oct 28, 2020

Brainerd, C. J., Reyna, V. F., & Estrada, S. (2020). Recollection rejection of false narrative statements. In Memory (pp. 672–691). Psychology Press. https://doi.org/10.4324/9781003059721-3

Alcohol Consumption and Binge Drinking Among U.S.–Mexico Border and Non‐Border Mexican Americans

Alcoholism: Clinical and Experimental Research / Oct 21, 2011

Caetano, R., Mills, B., & Vaeth, P. A. C. (2011). Alcohol Consumption and Binge Drinking Among U.S.–Mexico Border and Non‐Border Mexican Americans. Alcoholism: Clinical and Experimental Research, 36(4), 677–685. Portico. https://doi.org/10.1111/j.1530-0277.2011.01652.x

Decomposing Associations Between Acculturation and Drinking in Mexican Americans

Alcoholism: Clinical and Experimental Research / Feb 08, 2012

Mills, B. A., & Caetano, R. (2012). Decomposing Associations Between Acculturation and Drinking in <scp>M</scp>exican <scp>A</scp>mericans. Alcoholism: Clinical and Experimental Research, 36(7), 1205–1211. Portico. https://doi.org/10.1111/j.1530-0277.2011.01712.x

Epidemiology of drinking, alcohol use disorders, and related problems in US ethnic minority groups

Handbook of Clinical Neurology / Jan 01, 2014

Caetano, R., Vaeth, P. A. C., Chartier, K. G., & Mills, B. A. (2014). Epidemiology of drinking, alcohol use disorders, and related problems in US ethnic minority groups. In Alcohol and the Nervous System (pp. 629–648). Elsevier. https://doi.org/10.1016/b978-0-444-62619-6.00037-9

The distribution of alcohol consumption and the prevention paradox in Brazil

Addiction / Oct 07, 2011

Caetano, R., Mills, B., Pinsky, I., Zaleski, M., & Laranjeira, R. (2011). The distribution of alcohol consumption and the prevention paradox in Brazil. Addiction, 107(1), 60–68. Portico. https://doi.org/10.1111/j.1360-0443.2011.03567.x

Behavioral Self‐Regulation, Early Academic Achievement, and the Effectiveness of Urban Schools for Low‐Income Ethnic Minority Children

American Journal of Community Psychology / Mar 31, 2018

Caughy, M. O., Mills, B., Brinkley, D., & Owen, M. T. (2018). Behavioral Self‐Regulation, Early Academic Achievement, and the Effectiveness of Urban Schools for Low‐Income Ethnic Minority Children. American Journal of Community Psychology, 61(3–4), 372–385. Portico. https://doi.org/10.1002/ajcp.12242

Converging evidence supports fuzzy-trace theory's nested sets hypothesis, but not the frequency hypothesis

Behavioral and Brain Sciences / Jun 01, 2007

Reyna, V. F., & Mills, B. (2007). Converging evidence supports fuzzy-trace theory’s nested sets hypothesis, but not the frequency hypothesis. Behavioral and Brain Sciences, 30(3), 278–280. https://doi.org/10.1017/s0140525x07001872

Employment Status, Depression, Drinking, and Alcohol Use Disorder in Puerto Rico

Alcoholism: Clinical and Experimental Research / Apr 01, 2016

Caetano, R., Vaeth, P. A. C., Mills, B., & Canino, G. (2016). Employment Status, Depression, Drinking, and Alcohol Use Disorder in Puerto Rico. Alcoholism: Clinical and Experimental Research, 40(4), 806–815. Portico. https://doi.org/10.1111/acer.13020

An Investigation of the Relationship Between Alcohol Use and Major Depressive Disorder Across Hispanic National Groups

Alcoholism: Clinical and Experimental Research / Feb 17, 2016

Jetelina, K. K., Reingle Gonzalez, J. M., Vaeth, P. A. C., Mills, B. A., & Caetano, R. (2016). An Investigation of the Relationship Between Alcohol Use and Major Depressive Disorder Across Hispanic National Groups. Alcoholism: Clinical and Experimental Research, 40(3), 536–542. Portico. https://doi.org/10.1111/acer.12979

The Role of Immigration Age on Alcohol and Drug Use Among Border and Non-Border Mexican Americans

Alcoholism: Clinical and Experimental Research / May 20, 2014

Reingle, J. M., Caetano, R., Mills, B. A., & Vaeth, P. A. C. (2014). The Role of Immigration Age on Alcohol and Drug Use Among Border and Non-Border Mexican Americans. Alcoholism: Clinical and Experimental Research, 38(7), 2080–2086. Portico. https://doi.org/10.1111/acer.12440

Age at First Drink, Drinking, Binge Drinking, and DSM‐5 Alcohol Use Disorder Among Hispanic National Groups in the United States

Alcoholism: Clinical and Experimental Research / Apr 01, 2014

Caetano, R., Mills, B. A., Vaeth, P. A. C., & Reingle, J. (2014). Age at First Drink, Drinking, Binge Drinking, and <scp>DSM</scp>‐5 Alcohol Use Disorder Among Hispanic National Groups in the United States. Alcoholism: Clinical and Experimental Research, 38(5), 1381–1389. Portico. https://doi.org/10.1111/acer.12354

Alcohol-related social problems among Mexican Americans living in U.S.–Mexico border and non-border areas

Addictive Behaviors / Aug 01, 2012

Vaeth, P. A. C., Caetano, R., Mills, B. A., & Rodriguez, L. A. (2012). Alcohol-related social problems among Mexican Americans living in U.S.–Mexico border and non-border areas. Addictive Behaviors, 37(8), 998–1001. https://doi.org/10.1016/j.addbeh.2012.04.004

The Hispanic Americans Baseline Alcohol Survey (HABLAS): Predictors of Alcohol Attitudes and Expectancies in Hispanic National Groups

Alcoholism: Clinical and Experimental Research / Apr 23, 2010

Mills, B. A., & Caetano, R. (2010). The Hispanic Americans Baseline Alcohol Survey (HABLAS): Predictors of Alcohol Attitudes and Expectancies in Hispanic National Groups. Alcoholism: Clinical and Experimental Research, 34(5), 790–799. Portico. https://doi.org/10.1111/j.1530-0277.2010.01151.x

Gender differences in the relation between mothering behaviors and child-behavior problems among Hispanic preschoolers.

Developmental Psychology / Apr 01, 2016

Caughy, M. O., Peredo, T. N., Owen, M. T., & Mills, B. (2016). Gender differences in the relation between mothering behaviors and child-behavior problems among Hispanic preschoolers. Developmental Psychology, 52(4), 592–598. https://doi.org/10.1037/a0040075

Modeling emotional influences on human decision making under risk

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.

Levine, D. S., Mills, B., & Estrada, S. (n.d.). Modeling emotional influences on human decision making under risk. Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005., 3, 1657–1662. https://doi.org/10.1109/ijcnn.2005.1556128

Framing Ethnic Variations in Alcohol Outcomes from Biological Pathways to Neighborhood Context

Alcoholism: Clinical and Experimental Research / Jan 31, 2014

Chartier, K. G., Scott, D. M., Wall, T. L., Covault, J., Karriker‐Jaffe, K. J., Mills, B. A., Luczak, S. E., Caetano, R., & Arroyo, J. A. (2014). Framing Ethnic Variations in Alcohol Outcomes from Biological Pathways to Neighborhood Context. Alcoholism: Clinical and Experimental Research, 38(3), 611–618. Portico. https://doi.org/10.1111/acer.12304

Alcohol use among Mexican American U.S.–Mexico border residents: Differences between those who drink and who do not drink in Mexico

Addictive Behaviors / Apr 01, 2013

Caetano, R., Mills, B. A., & Vaeth, P. A. C. (2013). Alcohol use among Mexican American U.S.–Mexico border residents: Differences between those who drink and who do not drink in Mexico. Addictive Behaviors, 38(4), 2026–2031. https://doi.org/10.1016/j.addbeh.2013.01.005

Ethnic differences in mothering qualities and relations to academic achievement.

Journal of Family Psychology / Oct 01, 2017

Caughy, M. O., Mills, B., Owen, M. T., Dyer, N., & Oshri, A. (2017). Ethnic differences in mothering qualities and relations to academic achievement. Journal of Family Psychology, 31(7), 855–866. https://doi.org/10.1037/fam0000334

The Hispanic Americans Baseline Alcohol Survey (HABLAS): Is the “Prevention Paradox” Applicable to Alcohol Problems Across Hispanic National Groups?

Alcoholism: Clinical and Experimental Research / Mar 15, 2011

Caetano, R., & Mills, B. A. (2011). The Hispanic Americans Baseline Alcohol Survey (HABLAS): Is the “Prevention Paradox” Applicable to Alcohol Problems Across Hispanic National Groups?: PREVENTION PARADOX AMONG U.S. HISPANICS. Alcoholism: Clinical and Experimental Research, 35(7), 1256–1264. https://doi.org/10.1111/j.1530-0277.2011.01460.x

Developmental Transactions Between Self‐Regulation and Academic Achievement Among Low‐Income African American and Latino Children

Child Development / May 19, 2018

Mills, B., Dyer, N., Pacheco, D., Brinkley, D., Owen, M. T., & Caughy, M. O. (2018). Developmental Transactions Between Self‐Regulation and Academic Achievement Among Low‐Income African American and Latino Children. Child Development, 90(5), 1614–1631. Portico. https://doi.org/10.1111/cdev.13091

Discrepant Trends in Income, Drinking, and Alcohol Problems in an Emergent Economy: Brazil 2006 to 2012

Alcoholism: Clinical and Experimental Research / Apr 06, 2015

Caetano, R., Mills, B., Madruga, C., Pinsky, I., & Laranjeira, R. (2015). Discrepant Trends in Income, Drinking, and Alcohol Problems in an Emergent Economy: Brazil 2006 to 2012. Alcoholism: Clinical and Experimental Research, 39(5), 863–871. Portico. https://doi.org/10.1111/acer.12692

Factors Associated with Depression Among Mexican Americans Living in U.S.–Mexico Border and Non-Border Areas

Journal of Immigrant and Minority Health / Jul 03, 2015

Vaeth, P. A. C., Caetano, R., & Mills, B. A. (2015). Factors Associated with Depression Among Mexican Americans Living in U.S.–Mexico Border and Non-Border Areas. Journal of Immigrant and Minority Health, 18(4), 718–727. https://doi.org/10.1007/s10903-015-0236-7

Cross‐Border Policy Effects on Alcohol Outcomes: Drinking Without Thinking on the U.S.–Mexico Border?

Alcoholism: Clinical and Experimental Research / Oct 21, 2014

Mills, B. A., Caetano, R., & Vaeth, P. (2014). Cross‐Border Policy Effects on Alcohol Outcomes: Drinking Without Thinking on the U.S.–Mexico Border? Alcoholism: Clinical and Experimental Research, 38(11), 2809–2815. Portico. https://doi.org/10.1111/acer.12548

Rates and predictors of DUI among U.S.–Mexico border and non-border Mexican Americans

Accident Analysis & Prevention / Oct 01, 2013

Caetano, R., Vaeth, P. A. C., & Mills, B. A. (2013). Rates and predictors of DUI among U.S.–Mexico border and non-border Mexican Americans. Accident Analysis & Prevention, 59, 289–295. https://doi.org/10.1016/j.aap.2013.05.026

Gender Differences in the Epidemiology of Alcohol Use and Related Harms in the United States

Alcohol Research: Current Reviews / Jan 01, 2020

White, A. (2020). Gender Differences in the Epidemiology of Alcohol Use and Related Harms in the United States. Alcohol Research: Current Reviews, 40(2). https://doi.org/10.35946/arcr.v40.2.01

Binge Drinking and Perceived Neighborhood Characteristics Among Mexican Americans Residing on the U.S.–Mexico Border

Alcoholism: Clinical and Experimental Research / Aug 06, 2015

Vaeth, P. A. C., Caetano, R., & Mills, B. A. (2015). Binge Drinking and Perceived Neighborhood Characteristics Among Mexican Americans Residing on the U.S.–Mexico Border. Alcoholism: Clinical and Experimental Research, 39(9), 1727–1733. Portico. https://doi.org/10.1111/acer.12818

The dimensionality and measurement properties of alcohol outcome expectancies across Hispanic national groups

Addictive Behaviors / Mar 01, 2012

Mills, B., Caetano, R., Ramisetty-Mikler, S., & Bernstein, I. H. (2012). The dimensionality and measurement properties of alcohol outcome expectancies across Hispanic national groups. Addictive Behaviors, 37(3), 327–330. https://doi.org/10.1016/j.addbeh.2011.10.011

An assessment of individual-level factors associated with alcohol treatment utilization among Mexican Americans

Journal of Substance Abuse Treatment / Nov 01, 2014

Reingle Gonzalez, J. M., Caetano, R., Mills, B. A., & Vaeth, P. A. C. (2014). An assessment of individual-level factors associated with alcohol treatment utilization among Mexican Americans. Journal of Substance Abuse Treatment, 47(5), 347–352. https://doi.org/10.1016/j.jsat.2014.06.011

Factor Structure of the Clinical Research Appraisal Inventory (CRAI)

Evaluation & the Health Professions / Aug 18, 2013

Mills, B. A., Caetano, R., & Rhea, A. E. (2013). Factor Structure of the Clinical Research Appraisal Inventory (CRAI). Evaluation & the Health Professions, 37(1), 71–82. https://doi.org/10.1177/0163278713500303

Hispanic Americans Baseline Alcohol Survey (HABLAS): Effects of Container Size Adjustments on Estimates of Alcohol Consumption Across Hispanic National Groups

Journal of Studies on Alcohol and Drugs / Jan 01, 2012

Caetano, R., Mills, B. A., & Harris, T. R. (2012). Hispanic Americans Baseline Alcohol Survey (HABLAS): Effects of Container Size Adjustments on Estimates of Alcohol Consumption Across Hispanic National Groups. Journal of Studies on Alcohol and Drugs, 73(1), 120–125. https://doi.org/10.15288/jsad.2012.73.120

Blunt Multiple Trauma (ISS 36), Femur Traction, and the Pulmonary Failure-Septic State

Annals of Surgery / Sep 01, 1985

SEIBEL, R., LADUCA, J., HASSETT, J. M., BABIKIAN, G., MILLS, B., BORDER, D. O., & BORDER, J. R. (1985). Blunt Multiple Trauma (ISS 36), Femur Traction, and the Pulmonary Failure-Septic State. Annals of Surgery, 202(3), 283–295. https://doi.org/10.1097/00000658-198509000-00003

Disentangling Contributions of Bar Attendance, Drinking, and Other Factors to Elevated Acute Alcohol Problems on the U.S.–Mexico Border

Alcoholism: Clinical and Experimental Research / Oct 14, 2015

Mills, B. A., Caetano, R., Vaeth, P. A. C., & Reingle Gonzalez, J. M. (2015). Disentangling Contributions of Bar Attendance, Drinking, and Other Factors to Elevated Acute Alcohol Problems on the U.S.–Mexico Border. Alcoholism: Clinical and Experimental Research, 39(11), 2171–2178. Portico. https://doi.org/10.1111/acer.12856

Drinking Context and Companions as Predictors of Alcohol Use Among Border and Non-Border Mexican Americans

Hispanic Journal of Behavioral Sciences / Dec 21, 2014

Reingle Gonzalez, J. M., Caetano, R., Mills, B. A., & Vaeth, P. A. C. (2014). Drinking Context and Companions as Predictors of Alcohol Use Among Border and Non-Border Mexican Americans. Hispanic Journal of Behavioral Sciences, 37(1), 90–102. https://doi.org/10.1177/0739986314564569

Abstracts from the 26th Annual Meeting of the Society for Medical Decision Making

Medical Decision Making / Jan 01, 2005

Abstracts from the 26th Annual Meeting of the Society for Medical Decision Making. (2005). Medical Decision Making, 25(1), E1–E60. https://doi.org/10.1177/0272989x04274093

Modeling orbitofrontal involvement in decision making on a gambling task

Proceedings of the International Joint Conference on Neural Networks, 2003.

Levine, D. S., Mills, B., Estrada, S., Clanton, C., & Denton, S. (n.d.). Modeling orbitofrontal involvement in decision making on a gambling task. Proceedings of the International Joint Conference on Neural Networks, 2003., 1, 272–275. https://doi.org/10.1109/ijcnn.2003.1223356

Perceived Parental Sexual Norms Measure

PsycTESTS Dataset / Jan 01, 2014

Reyna, V. F., & Mills, B. A. (2014). Perceived Parental Sexual Norms Measure [dataset]. In PsycTESTS Dataset. American Psychological Association (APA). https://doi.org/10.1037/t36343-000

COVID-19: An Emerging Rapidly Evolving Situation

Journal of Basic and Applied Research in Biomedicine / Jan 25, 2022

Prasad, B., & Prasad, N. (2022). COVID-19: An Emerging Rapidly Evolving Situation. Journal of Basic and Applied Research in Biomedicine, 6(2), 83–89. https://doi.org/10.51152/jbarbiomed.v6i2.37

Education

Ph.D., Cognitive Development / August, 2009

Ithaca, New York, United States of America

Texas Christian University

B.S., Neuroscience / May, 2000

Fort Worth, Texas, United States of America

Experience

Worth Treatment Center

Director of Health Informatics and Psychometrics / 2018 — Present

Statistical Consultant / 2015 — 2018

Faculty Associate, University of Texas School of Public Health, Dallas / 2012 — 2016

Co-Director of Tracking and Evaluation, University of Texas Southwestern Medical Center, Clinical and Translational Alliance for Research / 2010 — 2014

Research Associate, University of Texas School of Public Health, Dallas / 2009 — 2011

Graduate Research Associate, Cornell University, Department of Human Development / 2005 — 2008

Graduate Research and Teaching Associate, University of Texas at Arlington, Department of Psychology / 2001 — 2005

Links & Social Media

Research Web Site

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