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Author:Ding, Lei 

Briefing
Can More Regular Reassessment Help Improve Property Tax Equity in Philadelphia?

A new brief summarizes recent research that looked into whether more regular assessment of property values can improve the equity of property taxes and how that would affect property owners in lower-income and minority neighborhoods. The research evaluated the impact of two reassessments after Philadelphia adopted the Actual Value Initiative (AVI). Adopted in 2013, the AVI requires the city to conduct more regular revaluations of properties.
Research Brief

Working Paper
The impact of the home valuation code of conduct on appraisal and mortgage outcomes

Superseded by Working Paper 15-28. During the housing crisis, it came to be recognized that inflated home mortgage appraisals were widespread during the subprime boom. The New York State Attorney General?s office investigated this issue with respect to one particular lender and Fannie Mae and Freddie Mac. The investigation resulted in an agreement between the Attorney General?s office, the government-sponsored enterprises (GSEs), and the Federal Housing Finance Agency (the GSEs? federal regulator) in 2008, in which the GSEs agreed to adopt the Home Valuation Code of Conduct (HVCC). Using ...
Working Papers , Paper 14-23

Working Paper
BORROWER CREDIT ACCESS AND CREDIT PERFORMANCE AFTER LOAN MODIFICATIONS

While the preventive effect of loan modifications on mortgage default has been well-documented, evidence on the broad consequences of modifications has been fairly limited. Based on two unique loan-level data sets with borrower credit profiles, this study reports novel empirical evidence on how homeowners manage their credit before and after receiving modifications. The paper has several main findings. First, loan modifications improve borrowers? overall credit standing and access to credit. Modifications that provide principal reduction, rate reduction, or greater payment relief, as well as ...
Working Papers , Paper 16-26

Working Paper
Gentrification and residential mobility in Philadelphia

Gentrification has provoked considerable debate and controversy about its effects on neighborhoods and the people residing in them. This paper draws on a unique large-scale consumer credit database to examine the mobility patterns of residents in gentrifying neighborhoods in the city of Philadelphia from 2002 to 2014. We find significant heterogeneity in the effects of gentrification across neighborhoods and subpopulations. Residents in gentrifying neighborhoods have slightly higher mobility rates than those in nongentrifying neighborhoods, but they do not have a higher risk of moving to a ...
Working Papers , Paper 15-36

Working Paper
Assessment Frequency and Equity of the Real Property Tax: Latest Evidence from Philadelphia

Philadelphia’s Actual Value Initiative, adopted in 2013, createsa unique opportunity for us to test whether reassessments at short intervals to true market value and taxing by such values improve equity. Based on a difference-in-differences framework using parcel-level data matched with transactions in Philadelphia and 15 comparable cities, this study finds positive evidence on equity outcomes from more regular revaluations. The quality of assessment, as measured by the coefficient of dispersion, improves substantially after 2014, although the extent of improvement varies across ...
Working Papers , Paper 21-43

Working Paper
The Consequences of Gentrification: A Focus on Residents’ Financial Health in Philadelphia

There have been considerable debate and controversy about the effects of gentrification on neighborhoods and the people residing in them. This paper draws on a unique large-scale consumer credit database to examine the relationship between gentrification and the credit scores of residents in the City of Philadelphia from 2002 to 2014. We find that gentrification is positively associated with changes in residents? credit scores on average for those who stay, and this relationship is stronger for residents in neighborhoods in the more advanced stages of gentrification. Gentrification is also ...
Working Papers , Paper 16-22

Working Paper
Has COVID Reversed Gentrification in Major U.S. Cities? An Empirical Examination of Residential Mobility in Gentrifying Neighborhoods During the COVID-19 Crisis

This paper examines whether neighborhoods that had been gentrifying lost their appeal during the pandemic because of COVID-induced health risks and increased work-from-home arrangements. By following the mobility pattern of residents in gentrifying neighborhoods in 39 major U.S. cities, we note a larger increase of 1.2 percentage points in the outmigration rate from gentrifying neighborhoods by the end of 2021, relative to nongentrifying ones, with out-of-city moves accounting for over 71 percent of the increased flight. The share of out-of-city moves into gentrifying neighborhoods also ...
Working Papers , Paper 22-20

Journal Article
Federal Reserve Study Finds Evidence of Significant Impact of the Community Reinvestment Act

The Community Reinvestment Act (CRA) of 1977 incentivizes depository institutions to meet the credit needs of low- and moderate-income (LMI) people and neighborhoods. Federal regulators periodically examine CRA-regulated depository institutions? (banks, hereafter)1 performance in lending and financial services. Banks? CRA ratings are considered when regulators approve bank mergers, acquisitions, and branch openings
Cascade , Volume 2

Working Paper
Effects of Gentrification on Homeowners: Evidence from a Natural Experiment

A major overhaul of the property tax system in 2013 in the city of Philadelphia has generated significant variations in the amount of property taxes across properties. This exogenous policy shock provides a unique opportunity to identify the causal effects of gentrification, which is often accompanied by increased property values, on homeowners’ tax payment behavior and residential mobility. The analysis, based on a difference-in-differences framework, suggests that gentrification leads to a higher risk of delinquency on homeowners’ tax bills on average, but there was no sign of a ...
Working Papers , Paper 20-16

Working Paper
The impact of the home valuation code of conduct on appraisal and mortgage outcomes

Supersedes Working Paper 14-23. The accuracy of appraisals came into scrutiny during the housing crisis, and a set of policies and regulations was adopted to address the conflict-of-interest issues in the appraisal practices. In response to an investigation by the New York State Attorney General?s office, the Home Valuation Code of Conduct (HVCC) was agreed to by Fannie Mae, Freddie Mac, and the Federal Housing Finance Agency. Using unique data sets that contain both approved and nonapproved mortgage applications, this study provides an empirical examination of the impact of the HVCC on ...
Working Papers , Paper 15-28

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