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	<title>Definition:Insurance fraud - Revision history</title>
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	<updated>2026-06-13T21:22:40Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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		<id>https://www.insurerbrain.com/w/index.php?title=Definition:Insurance_fraud&amp;diff=6607&amp;oldid=prev</id>
		<title>PlumBot: Bot: Creating new article from JSON</title>
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		<updated>2026-03-09T16:27:22Z</updated>

		<summary type="html">&lt;p&gt;Bot: Creating new article from JSON&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;🚨 &amp;#039;&amp;#039;&amp;#039;Insurance fraud&amp;#039;&amp;#039;&amp;#039; is any deliberate act of deception committed against an [[Definition:Insurance carrier | insurance carrier]], [[Definition:Policyholder | policyholder]], or [[Definition:Regulatory compliance | regulator]] for the purpose of obtaining an illegitimate financial gain from the [[Definition:Insurance | insurance]] system. It can be perpetrated by applicants, claimants, [[Definition:Insurance agent | agents]], [[Definition:Insurance broker | brokers]], medical providers, repair shops, or even insurer employees, and it spans every [[Definition:Line of business | line of business]] from [[Definition:Auto insurance | auto]] and [[Definition:Homeowners insurance | homeowners]] to [[Definition:Workers&amp;#039; compensation insurance | workers&amp;#039; compensation]] and [[Definition:Health insurance | health]]. Industry estimates consistently rank fraud among the largest cost drivers in insurance, adding billions of dollars annually to [[Definition:Premium | premiums]] paid by honest policyholders.&lt;br /&gt;
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🔍 Fraud falls into two broad categories. Hard fraud involves intentionally staged or fabricated events — arson, phantom [[Definition:Claim | claims]], or organized accident rings — designed to collect payouts for losses that never occurred. Soft fraud, far more common, occurs when a legitimate claim is inflated or misrepresented, such as padding a repair estimate or exaggerating injury severity. Carriers deploy [[Definition:Special investigations unit (SIU) | special investigations units]], [[Definition:Predictive analytics | predictive analytics]], and [[Definition:Claims automation | automated]] [[Definition:Fraud detection | fraud-detection]] models that score incoming claims against behavioral and statistical red flags, flagging suspicious files for deeper scrutiny before [[Definition:Claims settlement | settlement]].&lt;br /&gt;
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💰 Undetected fraud erodes an insurer&amp;#039;s [[Definition:Loss ratio | loss ratio]] and ultimately its [[Definition:Combined ratio | combined ratio]], pressuring the company to raise rates across its [[Definition:Book of business | book of business]] — a cost that falls on all policyholders. Beyond financial harm, fraud undermines market trust, distorts [[Definition:Actuarial | actuarial]] assumptions, and diverts [[Definition:Claims adjuster | adjuster]] resources from legitimate claims. Regulators in every U.S. state mandate fraud reporting and maintain bureaus that coordinate investigations, while [[Definition:Insurtech | insurtech]] firms are increasingly offering real-time detection tools that leverage [[Definition:Artificial intelligence (AI) | artificial intelligence]] and network analysis to catch schemes earlier in the [[Definition:Claims management | claims]] process.&lt;br /&gt;
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&amp;#039;&amp;#039;&amp;#039;Related concepts&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
{{Div col|colwidth=20em}}&lt;br /&gt;
* [[Definition:Special investigations unit (SIU)]]&lt;br /&gt;
* [[Definition:Fraud detection]]&lt;br /&gt;
* [[Definition:Claims adjuster]]&lt;br /&gt;
* [[Definition:Predictive analytics]]&lt;br /&gt;
* [[Definition:Moral hazard]]&lt;br /&gt;
* [[Definition:Subrogation]]&lt;br /&gt;
{{Div col end}}&lt;/div&gt;</summary>
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