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Evidence map

Car finance: what the evidence base looks like

10 publications, 0 of them trials and 0 syntheses. This page describes the shape of that literature rather than summarising its conclusions.

Updated 3 min read 10 citations

What the evidence on car finance is made of Of 10 publications on this topic, the breakdown by study type: 10 other. 10other (10)
10 publications, by study type. Volume is not strength — the same count can be a settled question or a pile of commentary, and which one it is depends almost entirely on this breakdown. Harvested from PubMed and Crossref; publication type as recorded by the source.

What this literature is made of

A reasonable volume of literature, but weighted towards reviews and observational work rather than trials. That is enough to describe a phenomenon and rarely enough to establish that an intervention works.

The distinction that matters most is between synthesis and primary research. A meta-analysis pools trials and is the closest thing to a settled answer a field produces. A narrative review is one group's reading of the same material and can be selective without being dishonest. Counting them together, which most citation counts do, obscures exactly the thing you want to know.

When the car finance literature was published Publication years for the 10 papers on this topic, grouped into bands from before 2015 through to 2023 onwards. 2023 onwards5 papers2020-20222 papersBefore 20152 papers2015-20191 papers
Still active. The most recent paper here is from 2026, so this is a field where an answer written today may not hold for long. Publication years as recorded by PubMed and Crossref.

How this page is built

Everything above is computed from the citations this site harvested from PubMed and Crossref, not written by hand. When the weekly harvest finds a new paper on this topic, these counts change and the characterisation changes with them. That is the point: a hand-written claim about how strong an evidence base is starts decaying the day it is written.

Publication type is taken as the source records it. That is imperfect — journals label inconsistently, and a paper indexed as a "review" may be a systematic one — so treat the bands as approximate. They are accurate enough to distinguish a trial literature from a commentary literature, which is the distinction that matters.

The strongest work on this topic

Ordered by study design first, then recency. The full set is listed in the references below.

  1. Financing Overconfident Retailers: Bank Loan or Trade Credit? — Feng J, Zhang T, Choi T, 2026, journal article
  2. Comparison of Personal Guarantees and Collateral in Bank Credit Agreements and Leasing Financing — Dewi I, Putra I, 2025, journal article
  3. Differences between leasing and a loan — Nizamova N, 2023, journal article
  4. Your car is your credit: Using research to curb predatory car title lending — Fox J, 2023, journal article
  5. Loan interest rates, credit guarantees, and lifestyle on credit making decisions at financing companies — Herman H, Tobing V, Fadlilah A et al., 2023, journal article
  6. Risk assessment of banking groups financing leasing companies — VERZHBITSKII I, 2022, journal article
  7. Optimization of the Law against Customer Financing That Performs Default in Leasing Agreements Legal Optimization of Customer Financing That Performs Default in Leasing Agreements in Indonesia — Dirkareshza R, 2021, journal article
  8. Consumer behaviour of Islamic home financing — Amin H, 2017, journal article
  9. Determinants of credit card debt: Differentiating between revolving credit debt and petty installment loan in China — Wang L, Malhotra N, Lu W, 2014, journal article
  10. Active red sports car and relaxed purple–blue van: affective qualities predict color appropriateness for car types — Hanss D, Böhm G, Pfister H, 2012, journal article
How much research is there on car finance?
10 publications are indexed here, of which 0 are trials and 0 are syntheses.
Does more research mean a stronger conclusion?
No. Composition matters more than volume — five randomised trials support a claim far better than fifty commentaries, and citation counts do not distinguish between them.
How current is this?
The most recent paper indexed here is from 2026. The set is refreshed weekly from PubMed and Crossref.
Why does this page not tell me the answer?
Because summarising a literature into a conclusion requires reading it, and doing that automatically is how confident nonsense gets published. This page tells you how much weight a conclusion could bear; the articles on this site do the interpreting.

References

Every citation below links to the original peer-reviewed record on PubMed or via DOI. Nothing here is a substitute for medical advice.

  1. Financing Overconfident Retailers: Bank Loan or Trade Credit? Feng J, Zhang T, Choi T · Naval Research Logistics (NRL) · 2026 · Journal article DOI
  2. Comparison of Personal Guarantees and Collateral in Bank Credit Agreements and Leasing Financing Dewi I, Putra I · Kertha Patrika · 2025 · Journal article DOI
  3. Your car is your credit: Using research to curb predatory car title lending Fox J · Journal of Consumer Affairs · 2023 · Journal article DOI
  4. Loan interest rates, credit guarantees, and lifestyle on credit making decisions at financing companies Herman H, Tobing V, Fadlilah A, et al. · JPPI (Jurnal Penelitian Pendidikan Indonesia) · 2023 · Journal article DOI
  5. Differences between leasing and a loan Nizamova N · Lizing (Leasing) · 2023 · Journal article DOI
  6. Risk assessment of banking groups financing leasing companies VERZHBITSKII I · Finance and Credit · 2022 · Journal article DOI
  7. Optimization of the Law against Customer Financing That Performs Default in Leasing Agreements Legal Optimization of Customer Financing That Performs Default in Leasing Agreements in Indonesia Dirkareshza R · International Journal of Social Science and Human Research · 2021 · Journal article DOI
  8. Consumer behaviour of Islamic home financing Amin H · Humanomics · 2017 · Journal article DOI
  9. Determinants of credit card debt: Differentiating between revolving credit debt and petty installment loan in China Wang L, Malhotra N, Lu W · Journal of Consumer Behaviour · 2014 · Journal article DOI
  10. Active red sports car and relaxed purple–blue van: affective qualities predict color appropriateness for car types Hanss D, Böhm G, Pfister H · Journal of Consumer Behaviour · 2012 · Journal article DOI

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