2008 VGLI
Data Analysis Plan
for
VGLI Mailout Survey
Submitted
On
April 2, 2009
Data Analysis Outline and Plan
The analysis of the 2008 Veterans Group Life Insurance survey will provide information on the Veterans Group Life Insurance outreach/marketing materials and tools, veteran understanding of the Veterans Group Life Insurance benefit, perceived availability and importance of life insurance, veteran coverage through non-Veterans Group Life Insurance insurance, and demographics of veterans who do and do not convert their Servicemembers’ Group Life Insurance (SGLI) to Veterans Group Life Insurance (VGLI). The analysis will also include a description of survey variables which may have a causal relationships or be significant predictors of conversion from SGLI to VGLI.
We propose to use a combination of univariate and multivariate statistics to clearly present the findings from the survey. Statistics to be employed include univariate frequencies, cross-tabulations, correlations, and multiple regression analyses to identify predictors of SGLI to VGLI conversion.
The data analysis report will be organized by topic. Topics and corresponding survey questions are listed in table 1 below.
Table 1: 2008 VGLI Survey Topics and Questions
Topic |
Survey Item |
Item Number |
VGLI outreach/marketing materials and tools |
Separation briefing on VGLI |
Q5 |
Satisfaction with VGLI information from separation briefing |
Q6 |
|
Mailout materials on VGLI |
Q7 |
|
Number of VGLI information packages received |
Q8 |
|
How carefully VGLI information read |
Q9 |
|
Rating of VGLI information package |
Q10 |
|
Telephone call on VGLI |
Q11 |
|
Usefulness of telephone call |
Q12 |
|
VGLI information from VA insurance website |
Q13 |
|
Satisfaction with VGLI information on VA insurance website |
Q14 |
|
Understanding and Conversion to VGLI |
Awareness of VGLI features |
Q15 |
Reasons for converting/not converting to VGLI |
Q16 |
Table 1: 2008 VGLI Survey Topics and Questions (continued)
Topic |
Survey Item |
Item Number |
Perceived availability and importance of Life Insurance |
Ease of obtaining Life Insurance – by Age |
Q17 |
Ease of obtaining Life Insurance – by Health status |
Q18 |
|
Importance of Life Insurance |
Q22 |
|
Factors influencing perceived importance of Life Insurance |
Q23 |
|
Non-VGLI Life Insurance coverage |
Life Insurance coverage before separation |
Q3 |
Non-VGLI Life Insurance coverage after separation |
Q19 |
|
Reasons for selection non-VGLI Life Insurance |
Q21 |
|
Amount of non-VGLI coverage |
Q20 |
|
Demographics and predictor variables (for regression analysis) |
Aware of SGLI |
Q1 |
Satisfaction with SGLI |
Q2 |
|
Satisfaction with separation briefing |
Q4 |
|
Rank (at time of separation) |
Q25 |
|
Marital status |
Q28 |
|
Education |
Q29 |
|
Employment status |
Q30 |
|
Dependants |
Q31 |
|
Service-connected disability |
Q32 |
|
Disability rating (self-report) |
Q33 |
|
Individual income |
Q34 |
|
Household income |
Q35 |
|
Number of people in household |
Q36 |
|
VGLI coverage |
VA/Frame |
|
Disability rating (VA report) |
VA/Frame |
|
Branch of service |
VA/Frame |
|
Reserve/National Guard |
Q24 |
|
Gender |
Q26 |
|
Age |
Q27 |
The SGLI analytic report will follow the outline described below:
Executive Summary
Background
Description of VGLI, SGLI, current environment, VBA goals, current outreach activities
Research questions for the VGLI survey
Overview of Survey Methods
Description of sample and sampling methodology
Data collection methods and timing
Survey response
Data cleaning
Data weighting
Quality control measures
Demographic Characteristics of Survey respondents/veteran population
Discussion of demographic characteristics of veterans who do and do not convert to VGLI. Break data by disability rating.
As appropriate based on the data collected, the following topics will be analyzed by demographic variables using correlation statistics and multiple regressions to identify predictors.
We propose to create an analytic group representing veterans we perceive to have a greater need for life insurance. This group might include veterans who do not have non-VGLI coverage and who are married and/or have dependents. Disability rating could be used to further break down the group of veterans with greater perceived need. By creating this analytic group of veterans with perceived need, we can highlight through the analysis report the experiences, perceptions, and demographic features of this group of interest.
VGLI Outreach/Marketing Materials and Tools
Recall and use of VGLI outreach materials [Q5, Q7, Q11, Q13]
Feedback on VGLI information received in separation briefing [Q6]
Feedback on hard copy VGLI materials [Q10a-g]
Number of VGLI information packages received [Q8]
How carefully VGLI information read [Q9]
Feedback on VGLI information received by telephone [Q12]
Feedback on VGLI information obtained on the web [Q14]
Understanding and Conversion to VGLI
Awareness of VGLI features [Q15a-f]
Reasons for converting to VGLI [Q16Aa-f]
Reasons for not converting to VGLI [Q16Ba-h]
Perceived Availability and Importance of Life Insurance
Perceived ease of obtaining non-VGLI Life Insurance [Q17, Q18]
Perceived importance of Life Insurance [Q22, Q23]
Income and Perceived Cost of Life Insurance
Household income and number of people [Q35, Q36]
Perceived cost of VGLI [Q16Be]
Non-VGLI Life Insurance Coverage
Non-SGLI coverage prior to separation [Q3]
Non-VGLI coverage [Q19a-e]
Reasons for selection of non-VGLI coverage [Q21a-f]
Amount of non-VGLI coverage [Q20]
Predictors of conversion to VGLI
Break by 0-40% disability rating, 50-80% disability rating, and 90-100% disability rating
Outcome variable is SGLI to VGLI conversion
Possible predictors to be explored include: satisfaction with SGLI; other life insurance prior to/post separation; satisfaction/rating of VGLI materials/tools; perceived ease of obtaining non-VGLI coverage; perceived importance of life insurance; employment status; income; and other demographic variables.
The analysis will highlight the differences between the convertors and non-convertors within each of the disability bands.
If the bulk of the non-converters have alternate life insurance, perceive no need for life insurance, or do not have adequate income, then goals of increasing conversion rates of SGLI to VGLI may not be realistic. If the bulk of the non-convertors, however, appear to perceive a need for the insurance and have adequate income, increased conversion rates may be attainable through more or different marketing and outreach.
The results of this survey analysis will be combined with the results of the insurability analysis to present an overall picture of how rates of SGLI to VGLI conversion may be obtained.
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