Quantitative Researcher

Hi, I'm Anahita 👋I ask hard questionsand take the data seriously.

I study how poverty, education, health and social environments shape human development, using data science and measurement to answer questions that matter for policy and practice.

Anahita Kumar

University of Pennsylvania

PhD in Human Development and Quantitative Methods

Dissertation on poverty and child development in rural Côte d'Ivoire

Anahita Kumar

The Wharton School

MA in Statistics and Data Science

Causal inference, machine learning and measurement

Anahita Kumar

Research in practice

Five countries, one question at a time

USA, India, Côte d'Ivoire, Uruguay and Pacific Island systems

Causal Inference, Multidimensional Poverty Measurement, Machine Learning for Social Science, Program Evaluation, Survey Design, Education Systems Analysis
Anahita Kumar
RPythonSTATAMPlusMATLABArcGISLaTeXMachine learningEconometricsSurvey samplingGrant writing

Education

  • PhD, Human Development and Quantitative Methods

    University of Pennsylvania, Graduate School of Education

    2025
  • MA, Statistics and Data Science

    The Wharton School, University of Pennsylvania

    2024
  • M.S.Ed., International Education Development

    University of Pennsylvania

    2019
  • BA, Economics and English

    St. Xavier's College, Mumbai

    2014

About

Data with context, questions worth asking.

I am a quantitative researcher interested in understanding how poverty, education, health and social environments shape human development, and in using data to answer questions that matter for policy and practice.

I hold a PhD in Human Development and Quantitative Methods from the University of Pennsylvania and an MA in Statistics and Data Science from the Wharton School. My work combines data science with substantive expertise in education and child development across several cultural contexts, including the USA, India, Mexico, Côte d'Ivoire and Uruguay.

That research has taken me from studying education and child development in Côte d'Ivoire and India, to analyzing education systems across Pacific Island countries with UNICEF, to evaluating large scale education initiatives in Philadelphia. I have worked across academia, international organizations, government affiliated research and applied policy settings, and my work has been published in journals spanning education, developmental science and public health.

At heart, I am interested in using sophisticated methods to make complicated human questions a little more understandable, and in producing research that is rigorous, useful and grounded in the lives and contexts behind the data.

Quantitative Methods

Causal inference, machine learning and measurement design applied to messy social data.

Education & Development

Learning, parenting and child development studied inside real school and household systems.

International Research

Fieldwork and analysis across the USA, India, Côte d'Ivoire, Uruguay and Pacific Island countries.

Teaching & Translation

Statistics instruction and research written so practitioners can actually use it.

Languages

English, Hindi, French, Mandarin, beginner

Read the full CV

Research & Professional Work

Projects, papers and applied policy work.

Randomized trials, measurement work, education systems analysis and evaluation, from rural Côte d'Ivoire and urban India to Pacific Island systems and the Philadelphia School District. Select an entry for methods, role and outputs.

Methods & Expertise

The toolkit, and where it has been used.

Every figure below is counted from published work, reports and project records rather than estimated.

49

Countries with foundational learning estimates

UNICEF DAPM

140

Villages in the neighborhood quality index work

Côte d'Ivoire

8

Peer reviewed publications and reports

2019 to 2026

5

Graduate and undergraduate courses taught

Penn GSE and World Teach

Projects by country and region

Research, evaluation and teaching engagements to date.

Publications by field

Peer reviewed articles and reports across three literatures.

01

Causal inference and RCTs

Lead statistician on two large international trials, PI on a digital trial

02

Machine learning and data mining

Decomposing poverty and outcome prediction

03

Measurement and index design

Poverty metrics, neighborhood quality, learning inequality

04

Spatial and administrative data

EMIS, MICS, ArcGIS, school level benchmarking

05

Survey sampling and development

Instrument design and field implementation

06

Econometrics and multilevel modelling

R, Python, STATA, MPlus, MATLAB, LaTeX

Philadelphia, Mumbai, Abidjan, Montevideo, Addis Ababa, Suva, Changsha

Experience

Academia, international organizations and applied policy.

2025 to Present

Research Specialist

CPRE, Consortium for Policy Research in Education, Philadelphia

Quantitative researcher on district partnerships, leading monitoring and evaluation for the Philadelphia Academy of School Leaders Program, The Academy at Penn, and the Ongoing Assessment Project.

Program evaluationDistrict partnershipsEarly mathematics

2025

Quantitative Researcher, Consultant

UNICEF Division of Data, Analytics, Planning and Monitoring

Benchmarked equity and resourcing across Pacific Island education systems and produced foundational learning estimates for 49 countries from population weighted national surveys.

EMIS and MICSSpatial analysisGlobal indicators

2019 to 2025

Doctoral Researcher and Research Associate

University of Pennsylvania, Graduate School of Education and Wharton

Lead statistician on two large scale international randomized trials, principal investigator on a digital trial, and instructor across statistics and social science courses.

RCT designSurvey developmentLead authorship

2022 to 2025

Affiliate

U.S. Department of Education, Institute of Education Sciences

Completed statistics training bootcamps and ongoing methods workshops alongside the doctoral programme.

Methods trainingPolicy research

2019

Graduate Fellow, Early Childhood Development

UNESCO IICBA, Addis Ababa

Co-led the Play and Resilience programme with the governments of Nigeria, Zimbabwe and South Africa, and co-authored the resulting practitioner toolkit.

Early childhoodGovernment partnershipToolkit design

2015 to 2018

Fellow and Community Health Worker

World Teach in Hunan, China and SNEHA in Mumbai, India

Taught and developed curriculum for high school and undergraduate students in Hunan Province, after a year of household data collection and survey development with SNEHA.

TeachingField data collectionCurriculum

Teaching

  • EDUC 6662, Introductory Statistics for Education Research

    Instructor · Fall 2025

  • EDUC 6462, Monitoring and Evaluation

    Teaching Assistant · Fall 2024

  • EDUC 6689, Evaluation of Policies and Programs

    Teaching Assistant · Fall 2024

  • EDUC 514, Basic Education in Developing Countries

    Teaching Assistant · Fall 2020

Peer reviewer for Science Advances, the International Journal of Educational Development, Early Years and Child Development.

Awards and service

  • APA Dissertation Research Award, American Psychological Association, 2024
  • SREE Researcher of Color Mentored Award, 2024
  • CASI Research Award, two time recipient, 2021 and 2022
  • Provost Award for Interdisciplinary Innovation, University of Pennsylvania, 2021
  • Dean's Fellowship and full merit scholarship, University of Pennsylvania
  • Board Member, SREE Women in Quantitative Methods, 2026 onward

Writing

Notes on method, measurement and context.

Shorter pieces on the decisions behind quantitative research, written for researchers, practitioners and anyone who has to act on the numbers.

Illustration for What Poverty Metrics Miss When We Treat Them as Interchangeable

Measurement · 6 min read

What Poverty Metrics Miss When We Treat Them as Interchangeable

Asset indices, consumption measures and multidimensional indices rarely rank the same households in the same order. That disagreement is information, not noise.

Read the article
Illustration for Notes on Doing Quantitative Fieldwork Across Five Countries

Practice · 7 min read

Notes on Doing Quantitative Fieldwork Across Five Countries

Survey instruments do not travel as cleanly as the analysis plan suggests. Some field notes on translation, trust, and what the data cannot record.

Read the article
Illustration for Measurement Choices Are Policy Choices

Policy · 5 min read

Measurement Choices Are Policy Choices

When an indicator becomes a target, its definition becomes a distribution of resources. Researchers should treat indicator design as a political act, carefully.

Read the article

Open to new questions

Have a question that needs careful data work?

Research collaborations, evaluation design, consulting, teaching and speaking. Bring the question and the constraints, and we can work out whether the data can answer it.

Start a conversation

Contact

Let's talk about the question first.

Every message is read personally. A sentence or two about the context, the data you have and the decision you are trying to inform is enough to start.