1210-0053ss10-5-2015

1210-0053ss10-5-2015.docx

Employee Benefit Plan Claims Procedure Under the Employee Retirement Income Security Act

OMB: 1210-0053

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ERISA Claims Procedure Regulation

OMB Control No. 1210-0053

October 2015


SUPPORTING STATEMENT FOR PAPERWORK REDUCTION ACT SUBMISSIONS


  1. Explain the circumstances that make the collection of information necessary. Identify any legal or administrative requirements that necessitate the collection. Attach a copy of the appropriate section of each statute and regulation mandating or authorizing the collection of information.


Section 503 (“the Claims Procedure”) of ERISA states, in its entirety:

In accordance with regulations of the Secretary, every employee benefit plan shall --


(1) provide adequate notice in writing to any participant or beneficiary whose claim for benefits under the plan has been denied, setting forth the specific reasons for the denial, written in a manner calculated to be understood by the participant, and


(2) afford a reasonable opportunity to any participant whose claim for benefits has been denied for a full and fair review by the appropriate named fiduciary of the decision denying the claims.


In November, 2000, the Department issued a final regulation establishing minimum claims procedure requirements that all employee benefit plans under ERISA must meet in order to satisfy the requirements of section 503.1 The claims procedure regulation is codified at 29 CFR 2560.503-1. Section 505 of ERISA authorizes the Secretary to prescribe regulations as appropriate or necessary to carry out the provisions of Title I of ERISA. The regulation requires plans to provide every claimant who is denied a claim with a written or electronic notice that contains the specific reasons for denial, a reference to the relevant plan provisions on which the denial is based, a description of any additional information necessary to perfect the claim, and a description of steps to be taken if the participant or beneficiary wishes to appeal the denial. The regulation also requires that any adverse decision upon review be in writing (including electronic means) and include specific reasons for the decision, as well as references to relevant plan provisions.


The claims procedure regulation imposes information collection requirements as part of the reasonable procedures that an employee benefit plan must establish regarding the handling of a benefit claim. These requirements include third-party notice and disclosure requirements that the plan must satisfy by providing information to participants and beneficiaries of the plan.


2015 Proposed Amendments to Disability Claims Procedure Rules


The Department is proposing to amend the current procedural protections for workers who become disabled and make claims for disability benefits from an employee benefit plan. ERISA requires that plans provide claimants with written notice of benefit denials and an opportunity for a full and fair review of the denial by an appropriate plan fiduciary. The current regulations governing the processing of claims and appeals were published 15 years ago. Because of the volume and constancy of litigation in this area, and in light of advancements in claims processing technology, the Department recognizes a need to revisit, reexamine, and revise the current regulations in order to ensure that disability benefit claimants receive a fair review of denied claims as provided by law. To this end, the Department has determined to start by proposing to uplift the current standards applicable to the processing of claims and appeals for disability benefits so that they better align with the requirements regarding internal claims and appeals for group health plans under the regulations implementing the requirements of the Affordable Care Act.2 Inasmuch as disability and lost earnings can be sources of severe hardship for many individuals, the Department thinks that disability benefit claimants deserve protections equally as stringent as those that Congress and the President have put into place for health care claimants under the Affordable Care Act.

The major provisions in the proposal largely adapt the procedural protections for health care claimants in the Affordable Care Act, including provisions that seek to ensure that: (1) claims and appeals are adjudicated in manner designed to ensure independence and impartiality of the persons involved in making the decision; (2) benefit denial notices contain a full discussion of why the plan denied the claim and the standards behind the decision; (3) claimants have access to their entire claim file and are allowed to present evidence and testimony during the review process; (4) claimants are notified of and have an opportunity to respond to any new evidence reasonably in advance of an appeal decision; (5) final denials at the appeals stage are not based on new or additional rationales unless claimants first are given notice and a fair opportunity to respond; (6) if plans do not strictly adhere to all claims processing rules, the claimant is deemed to have exhausted the administrative remedies available under the plan, unless the violation was the result of a minor error and other specified conditions are met; (7) certain rescissions of coverage are treated as adverse benefit determinations, thereby triggering the plan’s appeals procedures; and (8) notices are written in a culturally and linguistically appropriate manner.




2. Indicate how, by whom, and for what purpose the information is to be used. Except for a new collection, indicate the actual use the agency has made of the information received from the current collection.


The information collection requirements included in the claims procedure regulation ensure that participants and beneficiaries (claimants) receive adequate information regarding the plan’s claims procedures and the plan’s handling of specific benefit claims. Participants and beneficiaries need to understand plan procedures and plan decisions in order to appropriately request benefits and/or appeal benefit denials.


3. Describe whether, and to what extent, the collection of information involves the use of automated, electronic, mechanical, or other technological collection techniques or other forms of information technology, e.g., permitting electronic submission of responses, and the basis for the decision for adopting this means of collection. Also describe any consideration for using information technology to reduce burden.


The claims regulation does not restrict plans’ use of electronic technology to process and pay claims, to maintain information as to the basis for claim determination, and to generate correspondence related to claims processing decisions. This regulation incorporates by reference the pertinent provisions of the Department’s separate regulation, 29 CFR 2520.104b‑1, which facilitates and encourages the use of electronic information technology. This burden estimate incorporates the Department’s assumptions, described in the response to item 12, below, concerning the rate of use by plans of electronic means of communication.


4. Describe efforts to identify duplication. Show specifically why any similar information already available cannot be used or modified for use for the purposes described in Item 2 above.


No duplication with other Federal statutes exists. In some circumstances, states may require substantially similar information to be provided to insured persons. However, no duplication occurs because the same information disclosure may be used to satisfy duplicative or overlapping requirements.


5. If the collection of information impacts small businesses or other small entities (Item 5 of OMB Form 83-I), describe any methods used to minimize burden.


The regulation applies to all employee benefit plans and therefore is likely to affect small entities (small business, small plans) that provide benefits. The Department took into account the potential burden on small entities in structuring the regulation by permitting plan sponsors the maximum possible flexibility in designing their plans, including the possibility of hiring third-party service providers to carry out these administration responsibilities in order to make use of the lowest cost method of compliance available. A large majority of small plans purchase claims administration services from insurers, HMOs, and other service providers, and the Department has taken this fact into account in deriving its burden estimates. These service providers typically develop a single claims processing system to service a large number of customers, including small entities. Thus, the cost of revising and implementing the procedures is spread thinly over a large number of small plans. Moreover, small plans and their respective enrollees benefit equally from the service provider’s expertise and ability to provide improved accuracy and timeliness in claims and appeals determinations.


6. Describe the consequence to Federal program or policy activities if the collection is not conducted or is conducted less frequently, as well as any technical or legal obstacles to reducing burden.


The information collection requirements arise in connection with the occurrence of individual claims for benefits and consist of third-party notices and disclosures. No information is reported to the Federal government. Every claim event is normally of importance to the specific participant who relies on an employee benefit plan to provide the promised benefit. The information collection provisions of the regulation ensure that sufficient information is provided to: a) participants and beneficiaries so that they may fully exercise their rights under their employee benefit plans, and b) to fiduciaries responsible for operating plans in accordance with their terms.


7. Explain any special circumstances that would cause an information collection to be conducted in a manner:


requiring respondents to report information to the agency more often than quarterly;


requiring respondents to prepare a written response to a collection of information in fewer than 30 days after receipt of it;


requiring respondents to submit more than an original and two copies of any document;


requiring respondents to retain records, other than health, medical, government contract, grant-in-aid, or tax records for more than three years;


in connection with a statistical survey, that is not designed to produce valid and reliable results that can be generalized to the universe of study;


requiring the use of a statistical data classification that has not been reviewed and approved by OMB;


that includes a pledge of confidentiality that is not supported by authority established in statute or regulation, that is not supported by disclosure and data security policies that are consistent with the pledge, or which unnecessarily impedes sharing of data with other agencies for compatible confidential use; or


requiring respondents to submit proprietary trade secret, or other confidential information unless the agency can demonstrate that it has instituted procedures to protect the information's confidentiality to the extent permitted by law.


The regulation imposes special timing requirements for the handling of claims under group health plans. Depending on circumstances indicating the urgency of the need for a claims decision, group health plans may be required to notify claimants about health benefit claim determinations in fewer than 30 days.


First, for claims involving “urgent care,” the regulation requires, in general, that claimants be notified of health benefit determinations “as soon as possible, but not later than 72 hours after receipt of the claim by the plan. . . .” 29 CFR 2560.503‑1(f)(2)(ii). In cases involving urgent care where the health claim is a request to extend the time period or number of treatments of ongoing medical care, this period is 24 hours. 29 CFR 2560.503‑1(f)(2)(ii)(B).


Second, for “pre-service” claims, the regulation requires that claimants be notified of health benefit determinations “within a reasonable period of time appropriate to the medical circumstances, but not later than 15 days after receipt of the claim by the plan.” 29 CFR 2560.503‑1(f)(2)(iii)(A). Pre-service claims involve plan requirements that a claimant obtain approval from the plan prior to receiving health care services or products in order to maintain eligibility for benefits.


Third, for “post-service” health benefit claims, the regulation requires notification of an adverse benefit determination “within a reasonable period of time, but not later than 30 days after receipt of the claim.” Even though 30 days is the maximum response time for these claims, a plan must provide a determination sooner if it is reasonable to do so. Disability benefit claims are subject to a similar construct, except that the maximum response time is 45 days.


Appeals of denied claims must be decided within similar, short time limits.


These timing requirements are reasonably related to important policy objectives in an area of important public concern. For example, the shortest time frame for “urgent care” claims applies only under circumstances in which delay could seriously jeopardize the life or health of the claimant or the ability of the claimant to regain maximum function, or where delay would subject the claimant to severe pain. The next shortest time frame applies under circumstances in which medical care, while not urgent, has not been provided to a claimant who needs treatment for a medical problem and where the plan itself requires pre-approval of the medical care before providing coverage. Post-service health claims and disability claims also involve important concerns relating to the sick and disabled, but under these circumstances plans may take at least 30 days to respond if it is reasonably necessary to do so.


Another reason why these time frames are important is that these notices relate to the payment of money by a plan to claimants to whom fiduciary responsibilities are owed. Without enforcement of reasonable deadlines, payors could be given a financial incentive to delay the payments, and this would likely be inconsistent with appropriate fiduciary standards. Finally, these time frames for health and disability claims are generally consistent with industry standards and with the requirements of other regulators such as state insurance departments.


8. If applicable, provide a copy and identify the date and page number of publication in the Federal Register of the agency's notice, required by 5 CFR 1320.8(d), soliciting comments on the information collection prior to submission to OMB. Summarize public comments received in response to that notice and describe actions taken by the agency in response to these comments. Specifically address comments received on cost and hour burden.


Describe efforts to consult with persons outside the agency to obtain their views on the availability of data, frequency of collection, the clarity of instructions and recordkeeping, disclosure, or reporting format (if any), and on the data elements to be recorded, disclosed, or reported.


Consultation with representatives of those from whom information is to be obtained or those who must compile records should occur at least once every 3 years -- even if the collection of information activity is the same as in prior periods. There may be circumstances that may preclude consultation in a specific situation. These circumstances should be explained.


The proposed amendment provides the public with a 60-day period to submit written comments on the ICR.



9. Explain any decision to provide any payment or gift to respondents, other than remuneration of contractors or grantees.


Not applicable.


10. Describe any assurance of confidentiality provided to respondents and the basis for the assurance in statute, regulation, or agency policy.


This information collection request (ICR) involves disclosures of information by plan administrators to plan participants. Issues of confidentiality between third parties do not fall within the scope of this information collection request.


11. Provide additional justification for any questions of a sensitive nature, such as sexual behavior and attitudes, religious beliefs, and other matters that are commonly considered private. This justification should include the reasons why the agency considers the questions necessary, the specific uses to be made of the information, the explanation to be given to persons from whom the information is requested, and any steps to be taken to obtain their consent.


None.


12. Provide estimates of the hour burden of the collection of information. The statement should:


Indicate the number of respondents, frequency of response, annual hour burden, and an explanation of how the burden was estimated. Unless directed to do so, agencies should not conduct special surveys to obtain information on which to base hour burden estimates. Consultation with a sample (fewer than 10) of potential respondents is desirable. If the hour burden on respondents is expected to vary widely because of differences in activity, size, or complexity, show the range of estimated hour burden, and explain the reasons for the variance. Generally, estimates should not include burden hours for customary and usual business practices.


If this request for approval covers more than one form, provide separate hour burden estimates for each form and aggregate the hour burdens in Item 13 of OMB Form 83-I.


Provide estimates of annualized cost to respondents for the hour burdens for collections of information, identifying and using appropriate wage rate categories. The cost of contracting out or paying outside parties for information collection activities should not be included here. Instead, this cost should be included in Item 14.


The information collection provisions of the regulation are found in 29 CFR 2560.503-1 (g), (h), (i), and (j), and in ERISA at section 503. The Department estimates that this information collection affects 6.0 million respondents. The frequency of response will be on occasion, mirroring the frequency of benefit claims that require responses, totaling about 311.9 million per year. The hour burden is estimated to be 515,000 hours annually while the cost burden is estimated to be $655 million.


The Department’s final regulation governing ERISA plans’ claims procedures, of which this information collection is part, generally became applicable on or after January 1, 2003. The estimates include only ongoing costs of compliance with the statute and the regulations.


Ongoing burdens are a function of claims volume, as well as the denial and appeal rates of various plans. As shown in the table below, health benefit claims comprise the majority of all claims filed annually.


TABLE 1.--Claims (in thousands)






 

Health

Disability

Pension

Other

Total

 

Short-Term

Long-Term

Claims

1,328,040

2,791

790

1,750

217

1,333,588

Pre-Service







Claim Approved

33,865.0

--

--

--

--

33,865

Claim Denied

5,976.2

--

--

--

--

5,976

Post-Service







Claim Denied

193,229.8

83.7

592.4

15.3

6.5

193,928

Claim Extended

77,291.9

27.9

158.0

0.0

0.0

77,478

Denial Appeal







Total

455.7

8.4

151.7

1.5

0.7

618

Appeal Approved

182.3

4.2

15.2

0.8

0.3

203

Appeal Denied

273.4

4.2

15.2

0.8

0.3

294

Medical*

131.7

--

--

--

--

132

Claim Approved

52.7

--

--

--

--

53

Claim Denied

79.0

--

--

--

--

79

Administrative

324.0

--

--

--

--

324

Claim Approved

129.6

--

--

--

--

130

Claim Denied

194.4

--

--

--

--

194

Total Responses

310,819

120

902

17

7

311,865








The transaction burden will vary widely with the type and complexity of claim in question, but the mix of claims and associated burdens generally are expected to be similar across plans of the same type. The average time required for the information collection associated with any particular type of health benefit claim transaction will range from one minute for certain routine automatic notices to six hours for certain disclosures on request following adverse claim determinations.


The Department estimates that approximately 93 percent of large benefit and all small benefit plans administer claims using a third-party provider. Approximately 10,000 health, 6,000 disability, 6,000 pension and 9,000 other plans administer claims in-house. In-house administration burdens are accounted for as hours, while purchased services are accounted for as dollar costs. The hourly burden as well as mailing costs for plans processing claims in-house is described below:


TABLE 2.--In-House Burden Hours (in thousands)






 

Health

Disability

Pension

Other

Mailing Cost

Total Hours

 

Short-Term

Long-Term

Pre-Service








Claim Approved

27.3

--

--

--

--

$241

27.3

Claim Denied

9.6

--

--

--

--

$43

9.6

Post-Service








Claim Denied

311.4

2.0

28.6

0.1

0.0

$5,531

342.1

Claim Extended

62.3

0.3

3.8

0.0

0.0

$2,210

66.4

Denial Appeal








Total

67.4

0.2

1.5

0.0

0.0

$18

69.1

Appeal Approved

15.5

0.0

0.0

0.0

0.0

$6

15.5

Appeal Denied

51.9

0.2

1.5

0.0

0.0

$8

53.6

Medical

48.4

--

--

--

--

$4

48.4

Claim Approved

15.3

--

--

--

--

$2

15.3

Claim Denied

33.1

--

--

--

--

$2

33.1

Administrative

19.0

--

--

--

--

$9

19.0

Claim Approved

0.2

--

--

--

--

$4

0.2

Claim Denied

18.8

--

--

--

--

$6

18.8

Total

478

3

34

0

0

$8,043

514.6

Note: Assumed that 7 percent of large plan process these claims in-house. Large plans account for 67.8 percent of policy-holders and therefore 4.7 percent of claims are processed in-house










Total burden hours are estimated at 514,600 hours. Using the hourly cost of clerical workers ($30.42), doctors ($181.07) or legal professionals (129.94),3 as appropriate, the equivalent costs are estimated to be $55.5 million.


  1. Provide an estimate of the total annual cost burden to respondents or recordkeepers resulting from the collection of information. (Do not include the cost of any hour burden shown in Items 12 or 14).


As indicated in question 12, the bulk of these claims will be processed by third-party service providers. Total costs are estimated by multiplying the number of responses by the amount of time required to prepare the documents and then multiplying this by the appropriate hourly cost from question 12, and then adding the cost of copying and mailing responses (0.59 each for those not sent electronically). These costs are described below:




Table 3.--Out-House Burden Cost (in thousands)






 

Health

Disability

Pension

Other

Mailing Cost

Total Costs

 

Short-Term

Long-Term

Pre-Service








Claim Approved

$16,340

--

--

--

--

$4,754

$21,093

Claim Denied

$5,767

--

--

--

--

$839

$6,606

Post-Service








Claim Denied

$186,463

$7,215

$102,078

$37

$16

$28,913

$324,721

Claim Extended

$37,293

$1,202

$13,610

$0

$0

$11,510

$63,616

Denial Appeal








Total

$221,084

$726

$5,241

$16

$7

$365

$227,439

Appeal Approved

$54,999

$4

$15

$0

$0

$120

$55,138

Appeal Denied

$166,086

$721

$5,226

$16

$7

$173

$172,229

Medical

$172,472

--

--

--

--

--

$172,472

Claim Approved

$54,465

--

--

--

--

--

$54,465

Claim Denied

$118,007

--

--

--

--

--

$118,007

Administrative

$48,613

--

--

--

--

--

$48,613

Claim Approved

$534

--

--

--

--

--

$534

Claim Denied

$48,079

--

--

--

--

--

$48,079

Total Costs

$466,946

$9,143

$120,930

$53

$23

$46,380

$643,475

Note: Assumed that 93 percent of large plans and all small plans process these claims in-house. This results in 95.3 percent of claims being processed out-house










The total estimated cost burden for those plans that use service providers, including the cost of mailing all responses (including mailing costs for those prepared in-house listed in Table 2), is $653.4 million annually.



2015 Proposed Amendments -nFair and Full Review of Disability Claims


The Department lacks data on the number of disability claims that are filed or denied. Threfore, the Department estimates the number of short- and long-term disability claims based on the percentage of private sector employees (119 million)4 that participate in short- and long-term disability programs (approximately 39 and 33 percent respectively).5 The Department estimates the number of claims per covered life for long-term disability benefits based on the percentage of covered individuals that file claims under the Social Security Disability Insurance Program ( two percent of covered individuals). The Department does not have sufficient data to estimate the percentage of covered individuals that file short-term disability claims. Therefore, for purposes of this analysis, the Department estimates of six percent of covered lives file such claims, because it believes that short-term disability claims rates are higher than long-term disability claim rates.

The Department estimates the number of denied claims that would be covered by the rule in the following manner: For long-term disability, the percent of claims denied is estimated using the percent of denied claims for the Social Security Disability Insurance Program (75 percent). For short-term disability, the estimate of denied claims (three percent) is from the 2012 National Compensation Survey: Employee Benefits in Private Industry in the United States. The estimates are provided in the table below.

Table .--Fair and Full Review Burden (in thousands)






 

Short-Term

Long-Term

Total

 

Electronic

Paper

Electronic

Paper

Electronic

Paper

All

Denied Claims and lost Appeals with Additional Information

63

21

463

154

526

175

701

Mailing cost per event

$0.00

$0.99

$0.00

$0.99

$0.00

$0.99


Total Mailing Cost

$0.00

$21

$0.00

$153

$0.00

$173

$173


 

 



 



Preparation Cost per event

$2.50

$2.50

$2.50

$2.50

$2.50

$2.50

$2.50

Total Preparation cost

$157

$52

$1,156

$385

$1,313

$438

$1,751


 

 



 


 

Total

$157

$73

$1,156

$538

$1,313

$611

$1,925




Culturally and Linguistically Appropriate Notices


The Department expects that the largest cost associated with the requirement for culturally and linguistically appropriate notices will be for plans to provide notices in the applicable non-English language upon request. Based on the 2013 ACS data, the Department estimates that there are about 11.4 million individuals living in covered counties that are literate in a non-English Language.6

To estimate the number of the 11.4 million individuals that might make a request, the number of workers in each state with access to short-term and long-term disability insurance was estimated (total population in county* state labor force participation rate* state employment rate).7,8 The number of employed workers was multiplied by an estimate of the share of workers participating in disability benefits, 39 percent for short-term and 33 percent for long term disability.9


In discussions with the regulated community, the Department found that experience in California, which has a State law requirement for providing translation services, indicates that requests for translations of written documents averages 0.098 requests per 1,000 members for health claims. While the California law is not identical to these proposed regulations, and the demographics for California do not match other counties, for purposes of this analysis, the Department used this percentage to estimate of the number of translation service requests that plan and issuers can expect to receive. As there are fewer disability claims than health claims it is believed that this estimate significantly overstates the cost. Industry experts also told the Department that while the cost of translation services varies, $500 per document is a reasonable approximation of translation cost.

Based on the foregoing, the Department estimates that the cost to provide translation services will be approximately $1.1 million annually (23,205,000 lives * 0.098/1000 * $500).


The total estimated cost burden for those plans that use service providers, including the cost of the requirements of a fair and full review and culturally and linguistically appropriate notices and mailing all responses (including mailing costs for those prepared in-house listed in Table 2), is $655 million annually.



14. Provide estimates of annualized cost to the Federal government. Also, provide a description of the method used to estimate cost, which should include quantification of hours, operational expenses (such as equipment, overhead, printing, and support staff), and any other expense that would not have been incurred without this collection of information. Agencies also may aggregate cost estimates from Items 12, 13, and 14 in a single table.


There are no costs to the Federal government associated with this information collection.


15. Explain the reasons for any program changes or adjustments reporting in Items 13 or 14 of the OMB 83-I.


As discussed in Item 1, above, with the implementation of the Affordable Care Act, claims regulations participants of disability plans were receiving fewer procedural protections than participants in group health plans, while at the same time experiencing similar if not significantly more issues with the claims review process. These proposed regulations would reduce the inconsistent claims processes applied to health and disability plans and provide similar procedural protections to both groups of plan participants.


Also some assumptions were updated, most notably the assumptions about the percent of long term disability claims denied leading to a higher estimated cost.


16. For collections of information whose results will be published, outline plans for tabulation, and publication. Address any complex analytical techniques that will be used. Provide the time schedule for the entire project, including beginning and ending dates of the collection of information, completion of report, publication dates, and other actions.


Not applicable.


17. If seeking approval to not display the expiration date for OMB approval of the information collection, explain the reasons that display would be inappropriate.


The collection of information will display a currently valid OMB control number.


18. Explain each exception to the certification statement identified in Item 19, "Certification for Paperwork Reduction Act Submission," of OMB 83-I.


Not applicable; no exceptions to the certification statement.

1 The claims procedure regulation replaced an earlier regulation that had been issued in 1977.

2 The Patient Protection and Affordable Care Act, Public Law 111-148, was enacted on March 23, 2010, and the Health Care and Education Reconciliation Act, Public Law 111-152, was enacted on March 30, 2010. (These statutes are collectively known as the “Affordable Care Act.”)

3 The Department's estimated 2015 hourly labor rates include wages, other benefits, and overhead are calculated as follows: mean wage from the 2013 National Occupational Employment Survey (April 2014, Bureau of Labor Statistics http://www.bls.gov/news.release/pdf/ocwage.pdf); wages as a percent of total compensation from the Employer Cost for Employee Compensation (June 2014, Bureau of Labor Statistics http://www.bls.gov/news.release/ecec.t02.htm); overhead as a multiple of compensation is assumed to be 25 percent of total compensation for paraprofessionals, 20 percent of compensation for clerical, and 35 percent of compensation for professional; annual inflation assumed to be 2.3 percent annual growth of total labor cost since 2013 (Employment Costs Index data for private industry, September 2014 http://www.bls.gov/news.release/eci.nr0.htm).

4 BLS Employment, Hours, and Earnings from the Current Employment Statistics survey (National) Table B-1

5 "Beyond the Numbers: Disability Insurance Plans Trends in Employee Access and Employer Cost," February 2015 Vol. 4 No. 4. http://www.bls.gov/opub/btn/volume-4/disability-insurance-plans.htm

7 Labor force Participation rate: http://www.bls.gov/lau/staadata.txt Unemployment rate: http://www.bls.gov/lau/lastrk14.htm

8 Please note that using state estimates of labor participation rates and unemployment rates could lead to an over estimate as those reporting in the ACS survey that they speak English less than ‘‘very well’’ are less likely to be employed.


9 "Beyond the Numbers: Disability Insurance Plans Trends in Employee Access and Employer Cost," February 2015 Vol. 4 No. 4. http://www.bls.gov/opub/btn/volume-4/disability-insurance-plans.htm


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