Researcher · Educator · Storyteller

Yuling
Xu

徐 钰 泠

How do institutions, markets, and technological change shape human potential — and who gets left behind when systems fail to adapt?

STATA · SQL · REGRESSION · PANEL DATA · QUANTITATIVE & QUALITATIVE RESEARCH · MARKET RESEARCH · DATA VISUALIZATION ·

I became interested in social questions long before I knew the language of economics.

What determines who gets opportunities, who feels allowed to take risks, and who is left behind? Why do some institutions create mobility while others reproduce inequality? These questions led me toward education policy, labor markets, and eventually behavioral economics.

I am drawn to questions at the intersection of human behavior, institutions, and technological change. Across education, labor markets, and AI, I am interested in how systems adapt under pressure — and how policy, incentives, and culture influence long-term outcomes for individuals and organizations.

I have lived, studied, and worked across China, France, and the United States. Moving between languages and systems taught me that translation is not only linguistic — it is social, institutional, and emotional. Much of my work begins there: in understanding how people navigate worlds that were not originally designed for them.

Outside research, I am drawn to environments that demand both discipline and collaboration. I sail competitively, play the violin, and enjoy building projects with people from very different backgrounds. What attracts me most is the process of learning quickly, adapting under pressure, and working collectively toward something ambitious.

I care deeply about exploring the world — intellectually, culturally, and physically. I believe curiosity is not separate from rigor; it is what makes rigorous work possible.

Pathways

Education

Experience

2020
2021
2022
2023
2024
2025
2026
2020–2024

Beijing Language and Culture University

B.A. Translation, Interpreting, French

2022–2023

Université Paul-Valéry Montpellier — Exchange Year, France

2024–2026

Teachers College, Columbia University

M.A. International & Comparative Education

Jul–Aug 2023

Foreign Language Teaching and Research Press

Intern Leader

Aug–Oct 2023

UNESCO WHITRAP Beijing

Research Group Member

Oct–Dec 2023

Embassy of the Republic of France

Intern, Education & Culture Division

Dec 2023–Mar 2024

Rouse International Limited

Marketing Intern

Nov 2024–May 2025

EasyTransfer

Part-time Social Media Contributor

Feb–May 2025

China Institute in America

Project Intern

May–Aug 2025

SFund

Investment Intern

Sep 2025–Present

Columbia University EALAC

Teaching Associate

2025–Present

Columbia University

Research Assistant

2026–Present

Project for Peace

Grant Recipient / Project Lead

The questions that guide my work.

Research

My work asks whether institutions meant to open doors actually do — and for whom.

Human CapitalEducation FinanceEnrollment EquityComparative PolicyArts & EducationLabor EconomicsGender & WorkAI Policy

I use mixed methods — combining IPEDS, SHEEO, and CFPS panel data with qualitative fieldwork and ethnographic attention to institutional culture. I am interested in the gap between what education systems claim to do and what they actually produce: in the lived experience of students navigating structures that were designed without them in mind.

My research is comparative by necessity: I grew up in a system that optimized for the Gaokao; I studied in France where selection happens differently; I now research American public higher education. Each vantage point sharpens the others.

01

CIES 2026 · San Francisco

The Influence of Parents' Highest Education Level on Students' Aspirations for Higher Education: Evidence from Hong Kong

This paper examines how parental educational attainment shapes the postsecondary aspirations of secondary school students in Hong Kong, drawing on quantitative survey data to identify intergenerational transmission mechanisms across socioeconomic strata.

Comparative PolicyHuman CapitalEnrollment Equity
Co-author
2026
02

Research Paper · Teachers College, Columbia University

State Funding Instability, Tuition Growth, and Enrollment Equity: Evidence from SUNY Buffalo and New York State Public Higher Education (2010–2023)

Using SHEEO, IPEDS, and New York State Comptroller data, this paper examines how state appropriation volatility between 2010 and 2023 influenced tuition-setting behavior and equity-related enrollment outcomes at SUNY Buffalo — finding that rising tuition coincided with a high-tuition, high-aid model that expanded diversity even under fiscal pressure.

Education FinanceEnrollment Equity
First author
2025
03

Working Paper · Teachers College, Columbia University

Generative Al and Women's Labor-Market Vulnerability in China: Theoretical Frameworks, Mechanisms, and Hypotheses from International Literature

This paper develops a conceptual framework for understanding whether women’s labor-market vulnerability under generative AI should be seen as a temporary adjustment problem or a structural form of inequality. Focusing on China, it links AI-driven labor substitution with gendered occupational sorting, promotion barriers, and family-related labor constraints, arguing that these mechanisms may become cumulative and self-reinforcing over time.

Human CapitalLabor EconomicsGender & WorkAI Policy
First author
2026
04

ICEIPI 2023

The Relationship Between the Learning Styles of Chinese Students and the Needs of Chinese Society

A policy-facing analysis examining the mismatch between dominant pedagogical paradigms in Chinese education — which privilege exam performance and rote retention — and the emerging social demand for creativity, adaptability, and socio-emotional competence in the post-industrial labor market.

Comparative PolicyHuman Capital
First author
2023
05

Working Paper · Teachers College, Columbia University

Why Arts Education Belongs in the Budget: Human Capital, Multiple Intelligences, and the Limits of Standardized Accountability

Drawing on Gardner's Multiple Intelligences Theory, embodied cognition research, and experimental evidence from arts education interventions, this paper argues that the persistent defunding of arts programs in U.S. public schools reflects a measurement failure rather than an evidence-based policy choice.

Arts & EducationHuman CapitalEducation Finance
First author
2025
06

Working Paper · Teachers College, Columbia University

Comparative Review

This comparative review discusses Niederle and Vesterlund (2007) and Exley and Kessler (2022) to examine how gender differences in competition entry, self-assessment, and self-promotion may shape career outcomes. It reflects on why women may remain underrepresented in high-reward or promotion-based settings despite comparable performance.

Gender & WorkLabor Economics
First author
2025

Projects

Applied work at the edge of research, practice, and cultural translation.

Grant · Peace-building · Community Design

Build Peace through Storytelling

A $10,000 Project for Peace grant, awarded by International House NYC, to launch storytelling workshops and a culturally grounded card game for Chinese parents and young adults in Shenzhen and Guangzhou. The project addresses intergenerational family tension and the meaning crisis among Chinese youth — not through therapy or abstract counseling, but through participatory narrative practice. Participants become authors of their own experience, not audiences to someone else's diagnosis.

International House NYC · 2026Storytelling as MethodGame DesignChina

Education · Entrepreneurship

Future Workshop

Co-founded an education program for Chinese students preparing for U.S. universities — built on Project-Based Learning principles from Columbia's Teachers College, in partnership with CHIFAN (a NYC-based nutrition NGO) and GELA (Global ESG Leadership Association). The program offers real project experience, mentorship, and community: what generic test-prep cannot.

PjBLCross-culturalNYC · 2025

Research · Cultural Heritage

UNESCO Grand Canal Cultural Mapping

As a Research Group Member with UNESCO WHITRAP, participated in the Grand Canal (Beijing Section) Cultural Mapping public drawing project — investigating the construction and operation of public cultural spaces on-site, and producing a documentary video on the social life of the canal corridor.

UNESCO WHITRAPBeijing · 2023Documentary

Now

What I am
doing right now

Updated May 2026. This section reflects the present — not a curated summary, but a live state.

Interested in
education, labor markets, and human development?

I welcome conversations about research collaborations, strategy projects, education ventures, and opportunities to build systems that expand human potential.

amandaxu2020@outlook.com

Languages

中文 NativeEnglish FluentFrançais DALF C1