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Lending/HMDA User Guide

What is HMDA?

The Home Mortgage Disclosure Act (HMDA) requires most mortgage lenders located in metropolitan areas to disclose information about home lending. HMDA lending data shows us how levels of home buying are changing over time, how many people are refinancing their homes and taking out home improvement loans, approval and rejection rates for loan applications, the characteristics of borrowers, and the extent to which buyers are relying on high interest loans.
The federal government releases HMDA data to the public annually. In 2017, lenders reporting HMDA data originated an estimated 92 percent of mortgages in the U.S. (1)

What HMDA data fields are available from the Florida Housing Data Clearinghouse?

The Clearinghouse provides HMDA summary data at the state, county, and city level in Florida. The Lending/HMDA application provides information about the following data fields.(2)

Data FieldDefinition
Property Type ‘Single Family (1-4 unit)' refers to a 1-4 unit dwelling; 'Manufactured Housing' refers to housing units largely assembled in factories and then transported to sites of use; 'Multifamily' refers to dwellings with more than 4 units. Individual condominium or cooperative units are considered to be Single Family.
Home Purchase Count of loans secured by and made for the purpose of purchasing a dwelling.
Home Improvement Count of loans that are (a) any dwelling-secured loan to be used, at least in part, for repairing, rehabilitating, remodeling, or improving a dwelling or the real property on which the dwelling is located, and (b) any non-dwelling-secured loan (i) that is to be used, at least in part, for one or more of those purposes and (ii) that is classified as a home improvement loan by the institution.
Refinance Count of dwelling-secured loans that replace and satisfy another dwelling-secured loan to the same borrower.
Owner Occupied Count of loan applications indicating that the loan relates to the borrower's principal residence.
Non-Owner Occupied Count of loan applications indicating that the loan relates to a dwelling other than the borrower's principal residence; sometimes referred to as "investor" loans.
Applicant Race Values may be 'American Indian/Alaska Native,' 'Asian,' 'Black/African-American,' 'White,' 'Native Hawaiian/Other Pacific Islander,' and 'Not Available.' In HMDA, up to two applicants can report up to 5 race categories each; this value refers to the first race category reported by the first applicant only.
Loan Originated Count of loan applications with lender reporting 'Loan originated' as action taken
Application Denied Count of loan applications with lender reporting 'Application denied by financial institution' as action taken
Other (in Loan Approval/Denial tables) Count of loan applications with lender reporting one of the following as action taken: 'Application approved but not accepted,'' 'Application withdrawn by applicant,' or 'File closed for incompleteness.' Does not include loans purchased by a financial institution or preapproval requests.
Denial Reasons Count of loan applications with status 'Application Denied' by the reason for the denial reported by the lender. Values include 'Debt-to-Income Ratio,' 'Employment History,' 'Credit history,' 'Collateral,' 'Insufficient Cash (downpayment, closing costs),' 'Credit Application Incomplete,' 'Mortgage Insurance Denied,' 'Unverifiable Information,' and 'Unavailable.'
Loan Amount Values represent amount of loans in dollars.
High-Cost Count of loans for which lenders must report the spread between the annual percentage rate (APR) on the loan and the rate on Treasury securities of comparable maturity. For first-lean loans, the threshold for reporting is 3 percentage points above the Treasury security; for second-lien loans, the threshold is 5 percentage points above the Treasury security.
Non-High-Cost or Unknown Count of loans for which lenders are not required to report the interest rate spread (see High-Cost, above).

(1) U.S. Bureau of Consumer Financial Protection. Data Point: 2017 Mortgage Market Activity and Trends. Washington, D.C., 2018.
(2) Definitions come from Federal Financial Institutions Examination Council. HMDA Glossary.

What can you learn about the state of mortgage lending in Florida communities from the Lending/HMDA application?

These are examples of questions that can be answered about home lending in Florida. Sample state-level tables from the application are provided. To view these tables at the city and county level, see the Lending/HMDA application.

How many home purchase, home improvement, and refinancing loans did Florida borrowers take out last year?

This table shows the number of loans originated for the purchase, improvement, and refinancing of three types of properties 1-4 family properties, manufactured housing, and multifamily buildings with more than four units. Not surprisingly, 1-4 family home purchase loans were the most common types of mortgages, with 317,055 loans originated.

Loans Originated by Purpose and Property Type, Summary, 2017
GeographyLoan PurposeSingle FamilyManufactured HousingMultifamily
Florida Home Improvement 26351 981 210
Florida Home Purchase 317055 6463 633
Florida Refinance 138851 1572 399
Notes: Counts refer to the number of loan applications resulting in origination.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

How has lending volume changed over time?

Home lending volume began 2005-2006 at peak levels for all three housing types. The number of loans fell sharply during 2007 and 2008. Lending volume was at its lowest during the 2008-2012 period, then began to recover. As of 2017, the number of loans for 1-4 family home and multifamily purchases had reached 2007 levels and loans for manufactured homes reached 2008 levels.

Home Purchase Loans by Property Type, 2005-2017
GeographyProperty Type2005200620072008200920102011201220132014201520162017
Florida 1-4 family 726986 608293 313061 166466 146752 141225 140719 157507 186598 216473 260310 296587 317055
Florida Manufactured housing 14890 13816 10276 6318 3256 3537 2718 2687 3322 3746 4719 5594 6463
Florida Multifamily 1147 706 502 259 148 169 210 373 458 532 615 717 633
Notes: Counts refer to the number of loan applications resulting in origination.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

How much money do households borrow to purchase a home?

Most 1-4 family home purchase loans were for amounts from $100,000-199,999 (37 percent of loans) or $200,000-299,999 (22 percent of loans) in 2017. Only 13,575 loans (four percent) were for $500,000 or more. The Lending/HMDA application also provides tables showing home improvement and refinancing loans by dollar amount.

Loan Amounts by Property Type, Home Purchase, 2017
GeographyLoan Amount1-4 FamilyManufactured HousingMultifamily
Florida less than $50,0000 8940 1518 1
Florida $50,000 to $74,999 8108 1599 1
Florida $75,000 to $99,999 14135 1407 1
Florida $100,000 to $124,999 23279 996 2
Florida $125,000 to $149,999 42143 633 6
Florida $150,000 to $174,999 20221 105 4
Florida $175,000 to $199,999 33081 102 5
Florida $200,000 to $249,999 57727 60 14
Florida $250,000 to $299,999 40302 16 19
Florida $300,000 to $399,999 39211 15 35
Florida $400,000 to $499,999 16333 4 44
Florida $500,000 to $599,999 4356 2 27
Florida $600,000 to $699,999 2764 1 29
Florida $700,000 to $799,999 1641 1 25
Florida $800,000 to $899,999 1063 - 21
Florida $900,000 to $999,999 752 - 21
Florida $1,000,000 to $4,999,999 2955 2 139
Florida $5,000,000 or more 44 2 239
Notes: Counts refer to the number of loan applications resulting in origination.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

What reasons do lenders give for rejecting loan applications?

The most common reasons cited for rejecting home purchase loans in 2017 were excessive debt-to-income ratios, insufficient collateral, inadequate credit history, and incomplete credit applications.

Home Purchase Loan Application Denial Reasons, 2017
GeographyDenial Reason Applications Count
Florida Debt-to-income ratio 12368
Florida Employment history 1025
Florida Credit history 6578
Florida Collateral 9074
Florida Insufficient cash (downpayment, closing costs) 1928
Florida Unverifiable information 1970
Florida Credit application incomplete 5125
Florida Mortgage insurance denied 62
Florida Other 3129
Florida Not avail. 26149
Notes: Shows loan applications resulting in denials only.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

How have rates of high-cost (high interest) lending changed over time?

High-cost loans made up a much larger share of home purchase loans during the 2005-2007 housing market peak than afterward. The share of home purchase loans that were high cost ranged from 23 to 41 percent during those years. When lending levels fell, the share of high cost loans also fell sharply–to under 10 percent from 2008 to 2013. The share and number of high cost loans has begun to grow in the years after 2013. Note that the definition of a high-cost loan changed beginning with the last quarter of 2009. See table footnote for more details.

High-Cost, Owner Occupied Home Purchase Loans, 2005-2017
GeographyYearHigh-CostNon-High Cost or UnknownHigh-Cost as % of Total Loans
Florida 2017 35867 240620 13%
Florida 2016 30505 227235 12%
Florida 2015 26145 195176 12%
Florida 2014 28378 152500 16%
Florida 2013 13816 138512 9%
Florida 2012 5539 122000 4%
Florida 2011 4481 109562 4%
Florida 2010 4177 115111 4%
Florida 2009 7281 115843 6%
Florida 2008 12724 121958 9%
Florida 2007 57116 190079 23%
Florida 2006 188272 268962 41%
Florida 2005 177194 345631 34%
Notes: Counts refer to the number of loan applications resulting in origination. "High-Cost" loans are those for which lenders must report the spread between the annual percentage rate (APR) on the loan and a benchmark for a typical prime rate loan. Prior to October 1, 2009, for first lien loans, the threshold for reporting was 3 percentage points above the Treasury security; for junior lien loans, the threshold was 5 percentages points above the Treasury security. Starting October 1, 2009, the threshold was 1.5 percentage points above a survey-based average prime rate offer for first lien loans and 3.5 percentage points for junior lien loans.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

Do the rates of loan approval and high cost loans vary by race and ethnicity of the borrower?

Seventy percent of home purchase loan applications by White applicants resulted in loan originations in 2017, compared to 58 percent for American Indian/Alaska Native applicants, 61 percent for African-American applicants, and 66-67 percent for Asian and Native Hawaiian/Pacific Islander applicants. Sixty-six percent of applications by Hispanic/Latino borrowers (of any race) were approved.

Seven percent of home purchase loans originated to Asian borrowers were high cost loans, compared to 13 percent for White borrowers, 14 percent for American Indian/Alaska Native borrowers, 22 percent for African-American borrowers, and 12 percent for Native Hawaiian/Pacific Islander applicants. Twenty percent of loans to Hispanic/Latino borrowers (of any race) were high cost.

Note that these figures do not take borrower income, loan amount, or other household, property, or loan characteristics into account.

Home Purchase Loan Applications Approved/Denied by Race, 2017
GeographyApplicant RaceLoan OriginatedApplication DeniedOther
Florida American Indian or Alaska Native1258 441 456
Florida Asian 9960 1929 3057
Florida Black or African American 25508 8540 7935
Florida Native Hawaiian or Other Pacific Islander 1066 248 298
Florida White 253385 46563 64044
Florida Information not provided by applicant in mail, Internet, or telephone application 28908 9311 10783
Florida Not applicable 4066 376 770
Notes: "Other" includes applications that were approved but not accepted, applications withdrawn by the applicant, and files closed for incompleteness. Excludes loans that were purchased by a financial institution and pre-approval requests.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

Home Purchase Loan Applications Approved/Denied by Hispanic/Latino Ethnicity, 2017
GeographyApplicant EthnicityLoan OriginatedApplication DeniedOther
Florida Hispanic or Latino 61986 15169 16630
Florida Not Hispanic or Latino 230989 42118 58764
Florida Information not provided by applicant in mail, Internet, or telephone application 27035 9724 11138
Florida Not applicable 4141 397 811
Notes: "Other" includes applications that were approved but not accepted, applications withdrawn by the applicant, and files closed for incompleteness. Excludes loans that were purchased by a financial institution and pre-approval requests.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

High-Cost, Owner-Occupied Home Purchase Loans by Race, 2017
GeographyRaceHigh-CostNon-High Cost or Unknown
Florida American Indian or Alaska Native 158 985
Florida Asian 515 7326
Florida Black or African American 5253 18680
Florida Native Hawaiian or Other Pacific Islander 118 840
Florida White 27503 191114
Florida Information not provided by applicant in mail, Internet, or telephone application 2317 21592
Florida Not applicable 3 83
Notes: Counts refer to the number of loan applications resulting in origination. "High-Cost" loans are those for which lenders must report the spread between the annual percentage rate (APR) on the loan and a benchmark for a typical prime rate loan. Prior to October 1, 2009, for first lien loans, the threshold for reporting was 3 percentage points above the Treasury security; for junior lien loans, the threshold was 5 percentages points above the Treasury security. Starting October 1, 2009, the threshold was 1.5 percentage points above a survey-based average prime rate offer for first lien loans and 3.5 percentage points for junior lien loans.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

High-Cost, Owner Occupied Home Purchase Loans by Hispanic/Latino Ethnicity, 2017
GeographyEthnicityHigh-CostNon-High Cost or Unknown
Florida Hispanic or Latino 11230 44809
Florida Not Hispanic or Latino 22051 175976
Florida Information not provided by applicant in mail, Internet, or telephone application 2571 19702
Florida Not applicable 15 133
Notes: Counts refer to the number of loan applications resulting in origination. "High-Cost" loans are those for which lenders must report the spread between the annual percentage rate (APR) on the loan and a benchmark for a typical prime rate loan. Prior to October 1, 2009, for first lien loans, the threshold for reporting was 3 percentage points above the Treasury security; for junior lien loans, the threshold was 5 percentages points above the Treasury security. Starting October 1, 2009, the threshold was 1.5 percentage points above a survey-based average prime rate offer for first lien loans and 3.5 percentage points for junior lien loans.
Sources: Federal Financial Institutions Examination Council,Home Mortgage Disclosure Act Loan Application Register

For more information

Don't see what you’re looking for on the Lending/HMDA application? Interested in information from previous years, or in neighborhood-level data? The Shimberg Center has archived HMDA data back to 2005. For custom data requests, phone the Center at (352) 273-1192 or
email fhdc-comments@shimberg.ufl.edu.

Last updated June 2019

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