CHAPTER 5

Data Visualizations

Data in charts

JUMP TO

Top 10 States on Risk Index >
Top 100 Metropolitan Areas >
Top 25 Metropolitan Areas >
Purchase/Refi & Fraud Trends >

Top 10 States with Highest Fraud Risk

The top 10 states show the highest levels of riskier loans. Geographic risk is determined from mortgage applications scored from that area for that period. Factors that may influence an area's risk include the volatility of real estate prices, delinquency trends that increase the risk of distress-based fraud schemes, and levels of investment activity. The area's ratio of refinance to purchases and loan program mix also impacts the risk. Legal differences between states may play a role as well; varying foreclosure timelines, recording practices, and costs to originate a loan are examples that indirectly impact risk.



New York

0.2

220

% DIFFERENCE

Florida

0.3

220

% DIFFERENCE

California

0

220

% DIFFERENCE

Connecticut

0.4

220

% DIFFERENCE

New Jersey

0.1

220

% DIFFERENCE

Rhode Island

0.9

220

% DIFFERENCE

Texas

0.1

220

% DIFFERENCE

Nevada

0.1

220

% DIFFERENCE

Los Angelas

0.1

220

% DIFFERENCE

Maryland

0.1

220

% DIFFERENCE

Top 25 CBSA Data

These are the top 25 metro areas with the highest fraud index values.


CBSA
CBSA Name
Population
2024-Q2
33100
Miami-Fort Lauderdale-Pompano Beach, FL
6,173,008
327
44700
Stockton, CA
767,967
246
35380
New Orleans-Metairie, LA
1,272,258
244
39100
Poughkeepsie-Newburgh-Middletown, NY
678,527
234
14860
Bridgeport-Stamford-Norwalk, CT
942,426
230
26420
Houston-The Woodlands-Sugar Land, TX
7,154,478
222
35300
New Haven-Milford, CT
851,948
222
31080
Los Angeles-Long Beach-Anaheim, CA
13,109,903
214
41940
San Jose-Sunnyvale-Santa Clara, CA
1,971,160
207
40140
Riverside-San Bernardino-Ontario, CA
4,678,371
204
35620
New York-Newark-Jersey City, NY-NJ-PA
19,124,359
203
29460
Lakeland-Winter Haven, FL
744,552
192
15980
Cape Coral-Fort Myers, FL
790,767
190
36740
Orlando-Kissimmee-Sanford, FL
2,639,374
172
23420
Fresno, CA
1,000,918
169
32580
McAllen-Edinburg-Mission, TX
875,200
167
29820
Las Vegas-Henderson-Paradise, NV
2,315,963
165
37100
Oxnard-Thousand Oaks-Ventura, CA
841,387
163
10580
Albany-Schenectady-Troy, NY
878,550
163
41860
San Francisco-Oakland-Berkeley, CA
4,696,902
156
12540
Bakersfield, CA
901,362
155
45300
Tampa-St. Petersburg-Clearwater, FL
3,243,963
155
19100
Dallas-Fort Worth-Arlington, TX
7,694,138
150
32820
Memphis, TN-MS-AR
1,348,678
149
39300
Providence-Warwick, RI-MA
1,623,890
148

Top 100 Metropolitan Areas

The Metropolitan Area indexes offer a more specific view of risk than the state level. The indexes of the 100 most populous metropolitan areas show that geographic risk may vary widely even within the same state. Indexes in smaller population areas will have greater volatility, especially when loan volumes are depressed.



Top 25 Metropolitan Areas

The Top 25 Metropolitan Areas have the highest risk indexes. Local factors, such as high levels of flipping, delinquencies, or concentrations of investment activity, may drive the risk. Risk managers should familiarize themselves with the geographic influences of areas where they see a concentration of high-risk loans. Consortium members can view their company's score trends and benchmark them to the consortium using the reporting in LoanSafe Connect.



Purchase/Refi Split and National Fraud Trends

Purchase transactions generally have higher risk than refinances, due to complex motivations, greater urgency, and more interested parties.

The decrease in the risk index in 2020 coincides with low interest rates in the pandemic, which resulted in a surge in low-risk rate-reduction refinances. The index had a sharp increase as rates increased and there were fewer low-risk loans. The last two years have had stable risk.




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