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. Author manuscript; available in PMC: 2018 Sep 1.
Published in final edited form as: J Public Health Dent. 2017 Jul 7;77(4):383–392. doi: 10.1111/jphd.12230

Rural Veterans’ Dental Utilization, BRFSS, 2014

R Constance Wiener 1, Chan Shen 2, Usha Sambamoorthi 3, Patricia A Findley 4
PMCID: PMC5739937  NIHMSID: NIHMS877968  PMID: 28686303

Abstract

Introduction

Rural residents are overrepresented in the military; however access to Veteran services is limited in rural areas. There is a need to identify rural Veteran healthcare utilization. This study addresses that need and has two purposes: 1) to determine if there is an association between rural dwelling and Veteran utilization of dental services; and, 2) to determine if there is an association between rural dwelling and the oral health outcome of missing teeth.

Methods

Data from the 2014 Behavioral Risk Factor Surveillance Survey (BRFSS) were used in this study. Chi square and logistic regression analyses were conducted.

Findings

Rural Veterans were less likely to have a dental visit during the previous year as compared with metropolitan Veterans in unadjusted analysis (Odds Ratio = 0.71, 95% Confidence Interval, 0.64, 0.77) and in adjusted analysis (0.87 [95% Confidence Interval, 0.78, 0.96]). In cases in which all teeth were missing, rural Veterans had an unadjusted odds ratio of 1.79 [95% Confidence Interval, 1.55, 2.08] and an adjusted odds ratio of 1.37 [95% Confidence Interval, 1.17, 1.62] as compared with metropolitan Veterans.

Discussion and Policy Implications

The Veterans Health Administration develops policies for establishing centers for care for Veterans. The policy development should take into consideration that rural veterans have not been as likely as urban Veterans to utilize dental services and have poorer oral health outcomes.

Keywords: Rural Health, Veterans, Dental Care, BRFSS, 2014

Introduction

The U.S. Department of Veterans Affairs estimates that there are 21.68 million Veterans; 9.11 million of whom are enrollees in the Veterans Health Administration (VHA).1 There are 150 VHA medical centers, and approximately 1,400 community-based outpatient clinics in the U.S.2 Although the VA provides a medical, dental, and social care safety net, many Veterans may not, cannot, or do not wish to take advantage of the services. Some Veterans have faced difficulty in receiving needed care3,4 and/or receiving information about Veterans’ services.5 Travel, distance, and age are also barriers which impede access to care for some Veterans.6,7

People living in urban areas often have several healthcare resources and options from which to choose. Researchers indicated that overall, Veterans living in urban areas were less likely to use VHA services, whereas, Veterans who were black, or had a higher VHA priority (ie., who were evaluated to have a higher rating of Veteran benefit need/service-connected disability) were more likely to use VHA services.5 Nevertheless, many healthcare needs of Veterans go unmet,8 particularly for rural Veterans.9 Researchers indicated that there were significantly more prevalent diseases in rural settings compared to urban settings and the odds ratios persisted upon adjustment for sociodemographic factors.10 Additionally, health-related quality of life was lower for rural Veterans than for suburban or urban-dwelling Veterans.11

It is difficult to provide a complete array of medical services in a rural setting due to the expense of some of the technologies, reluctance of some physicians in selecting a rural practice, and the financial considerations of the limited number of people needing specialized services to make a specialized practice successful in a rural setting.12 As a result, people living in rural areas, even with insurance, may not have access to essential services and may substitute emergency department care for routine care.13

Among the many healthcare services which are needed by Veterans are oral health-related services. Neglected oral health maintenance often results in the need for additional restoration of natural dentition, implant placement,14 extractions, or fabrication of removable dental prostheses. Failures in patient recall, failures in professional maintenance, and failures in at-home maintenance are risk factors for failure of tooth and implant-borne restorations.15 Recent clinical practice guidelines for recall and maintenance of patients with tooth-borne dental restorations re-affirmed routine patient recalls and professional maintenance at least every 6 months as a lifelong regimen.15 Although, a set of VA researchers conducted a systematic review to address recall interval for periodontal maintenance and concluded that any specific recall interval, such as 3 or 6 months, is not beneficial leading to the thought that “one size does not fit all” with clinical need driving recall timeframes.16 None-the-less, poor oral health and lack of recall or maintenance can lead to periodontal disease and impact glycemic control; both have been associated with increased mortality in individuals with diabetes.17,18

Veterans have extremely limited dental health coverage, in fact, they must be 100% disabled, be a former prisoner of war, or have a service-related injury to their mouths to qualify for services.19 VHA dental health services are limited to residents of VA domicilaries, VA Community Living Centers, hospitalized patients with a dental need which could impact medical care, or hospital discharged patients who had care VHA dental initiated in the hospital, humanitarian emergency dental care, and outpatient Veterans who are Class I-VI beneficiaries.19 If clinic capacity is available, dental care may be provided to inpatient active duty personnel or retirees in VA facilities as per VA Department of Defense or TRICARE agreements and designated inpatients and outpatients as per approved sharing agreements.19 There are over 200 VHA dental centers across the U.S.19 Each state has at least one VHA dental center; the states with the most dental centers are: Texas, with 15 centers; California with 16 centers; and Florida with 19 centers.19 Despite these programs, the Veteran must be enrolled for VA services; over 400,000 veterans are receiving dental services each year in the VA.20

The concern for oral health in rural Veterans is significant. The VHA Office of Rural Health was established in an effort to improve the access to care for rural Veterans. Rural Veterans have challenges involving distance to care, travel concerns due to road conditions and weather, and wait time for appointments.19 Often receiving care requires financial burdens associated with the cost of gasoline, overnight stays in hotels, and most significantly, loss of income. While people living in rural areas value health, they recognize these challenging circumstances intrinsically as part of living in an area which is not densely populated. Additionally, health services provided by some VA sites are limited in scope and may not include dental services. As a result, oral care may be neglected by many Veterans. Rural residents are overrepresented in the military,13 therefore there is a need to identify rural Veteran healthcare utilization. There are two purposes of this study: 1) to determine if there is an association between rural dwelling and Veteran utilization of dental services; and, 2) to determine if there is an association between rural dwelling and the oral health outcome of missing teeth. Our research hypotheses are that rural Veterans will be less likely to have utilized dental services within the previous year and that rural Veterans will be more likely to have missing teeth than non-rural Veterans.

Methods

This study received West Virginia University Institutional Review Board study acknowledgement (protocol number 1602007654). Strengthening the reporting of observational studies in epidemiology (STROBE) guidelines were followed in this study. The theoretical framework used was the Andersen Model of Health Service Use. In the model, predisposing characteristics, enabling resources, personal health practices and need are factors which influence health service utilization.22

Data

Data from the 2014 Behavioral Risk Factor Surveillance Survey (BRFSS) were used in this study. BRFSS is the largest telephone survey in the world consisting of a cross-sectional telephone survey in which there are landline and cellular telephone calls conducted by researchers at state health departments.23 The researchers have the assistance of the Centers for Disease Control and Prevention (CDC) in conducting the survey and ask questions from a standardized questionnaire. The responses are sent to the CDC and made public. Data weights and tabulations are included in the data release.

Study Population

Participants selected from the BRFSS data for this study were individuals who reported as having served in the armed services (our definition of Veteran), who had complete data in BRFSS 2014 on age, state, dental visit within the past year, number of missing teeth, and who were not pregnant. Data from Guam and Puerto Rico were not available. BRFSS 2014 was chosen as it is a national database in which researchers had collected recent data which included metropolitan/rural status as well as Veteran status and dental utilization. We conducted cross-sectional, secondary data analyses of the BRFSS data to determine the associations between 1) rural dwelling and Veteran utilization of dental services; and, 2) rural dwelling and the oral health outcome of missing teeth.

Variable Definitions

The two key health outcome variables considered were: 1) a dental visit during the past year, and 2) the number of missing teeth. Participants were asked how long it had been since their last dental visit. We dichotomized the responses to within the previous year (yes, no). Participants were asked as to how many teeth were extracted for reasons of dental caries or periodontal disease. The responses were categorized by the BRFSS researchers to: none; 1 to 5; 6 but not all; and all teeth. The same categories were used in this study as the cut point of using 6 or more missing teeth has been established in previous research.2429

The key independent variable was the predisposing characteristic, rural/metropolitan status. BRFSS statisticians identified Veterans as living in a central city of a metropolitan statistical area (MSA); outside of the central city of an MSA but in the county containing the central city; in a suburban county; or living outside of a MSA. The categories were determined by BRFSS statisticians using the county and ZIP code provided by the participant. We dichotomized the MSA to rural (based on living outside of a MSA) and metropolitan (living in a central city of a MSA, living outside of the central city of a MSA but in the county containing the central city, or living in a suburban county). Due to the number of Veterans with missing data concerning rural/metropolitan status, a missing category was also included for sensitivity analyses.

Other variables of interest in the analyses were the predisposing characteristics of sex (male, female); race/ethnicity (white, African-American, Latino, Other); and age in years (18–34, 35-44, 45–54, 55–64, 65–74, 75 and older) (Note, this age categorization was based on the World Health Organization basic method.30); the enabling characteristics of marital status (married, divorced/separated/widowed, never married); education (less than high school, high school graduate, some college or above); health insurance (yes, no); usual source of care (yes, no); activity limitation (yes, no); personal health behavior reflected in: body mass index (underweight/normal, overweight, obese); physical activity (exercise, no), smoking (current, former, never), and alcohol use (heavy drinker, moderate, no alcohol use).

Analytic Strategy

The BRFSS has a complex study design; BRFSS uses a geographic stratification in sampling design so that the selected participants are nationally representative. Because of the weights, one cannot divide the unweighted numbers and derive a percentage and such calculations are inaccurate and will differ from the weighted percentages. The BRFSS researchers provided weights to account for the strata, primary sampling unit, as well as a final weight for each participant. We used the sampling weights provided by BRFSS to ensure that our results can be generalized to the national population and representative of the population on a number of demographic characteristics including sex, age, race, education, marital status, home ownership, phone ownership (landline telephone, cellular telephone or both) and sub-state region.31 The weights were used in the descriptive characteristics, bivariate analyses, and logistic regressions. SAS© version 9.3 (Cary, NC) was the software used in the analyses.

Findings

There were 36,594 participants in the study; 24,537 lived in metropolitan areas (79.3%) and 12,057 (20.7%) lived in rural areas. There were 17,520 metropolitan participants (70.2%) who had a dental visit within the past year and 7,676 rural participants (62.6%) who had a dental visit during the past year. For participants who lived in metropolitan areas, there were 37.5% who had no missing teeth, 34.7% who had 1 to 5 missing teeth, 18.9% who had 6 or more (but not all) missing teeth, and 8.9% who had all of their teeth missing. The respective percentages for participants who lived in rural areas were 31.6%, 33.2%, 21.8%, and 13.3%. There were no significant differences in the sample distribution between metropolitan or rural participants in the categories of sex, age, marital status, health insurance, body mass index, and with missing data. The sample had fewer rural Latino and African American participants than metropolitan participants. Rural participants were less likely to have attended college, to exercise, and to have a usual source of health than metropolitan participants; however, they were less likely to have activity limitations than metropolitan participants. Rural participants were more likely to smoke and to have no alcohol use than metropolitan participants. Details are presented in Table 1.

Table 1.

Description of Study Sample – Selected Characteristics Individuals who Served on Active Duty in the United States Armed Forces Behavioral Risk Factor Surveillance System, 2014

ALL Total Metropolitan Rural
N Wt % N Wt % N Wt % Sig
36,594 100.0 24,537 100.0 12,057 100.0
Rural/Metropolitan Status
 Metropolitan 24,537 79.3
 Rural 12,057 20.7
Sex
 Women 3,038 7.5 2,173 7.7 865 6.9
 Men 33,556 92.5 22,364 92.3 11,192 93.1
Race/Ethnicity ***
 White 31,692 81.5 20,898 79.6 10,794 88.9
 African American 2,330 10.2 1,984 11.6 346 4.8
 Latino 931 4.6 704 5.1 227 2.4
 Other 1,641 3.7 951 3.7 690 3.9
Age in Years
 18–34 years 684 4.6 447 4.6 237 4.5
 35–44 years 1,443 7.4 1,023 7.5 420 6.7
 45–54 years 3,289 13.0 2,307 12.9 982 13.2
 55–64 years 6,406 18.4 4,256 18.4 2,150 18.7
 65–74 years 12,593 28.9 8,260 28.6 4,333 29.8
 75, and Older 12,179 27.8 8,244 28.0 3,935 27.1
Marital Status
 Married 23,022 71.1 15,456 71.1 7,566 71.0
 Div/Sep/Widowed 11,091 22.6 7,331 22.4 3,760 23.5
 Never Married 2,481 6.3 1,750 6.5 731 5.5
Education ***
 Less than HS 1,686 6.7 961 5.9 725 9.8
 High School 20,658 65.2 13,067 63.6 7,591 71.4
 College 14,250 28.1 10,509 30.5 3,741 18.8
Health Insurance
 Yes 35,506 96.3 23,890 96.4 11,616 95.7
 No Health Insurance 1,005 3.7 593 3.6 412 4.3
Usual Source of Care *
 Yes 32,889 89.2 22,383 89.5 10,506 87.8
 No USC 3,572 10.8 2,064 10.5 1,508 12.2
Activity Limitation ***
 Yes 11,811 30.1 7,746 29.4 4,065 32.9
 No 24,536 69.9 16,631 70.6 7,905 67.1
Body Mass Index
 Underwt/Normal 9,469 23.8 6,381 23.8 3,088 23.8
 Overweight 16,101 43.8 10,789 43.5 5,312 44.8
 Obese 10,584 31.2 7,070 31.5 3,514 30.3
 Missing 440 1.1 297 1.1 143 1.1
Physical Activity ***
 Exercise 27,643 75.8 18,833 76.8 8,810 72.2
 No 8,893 24.2 5,661 23.2 3,232 27.8
Smoker ***
 Current 4,698 13.9 2,996 13.5 1,702 15.7
 Former 17,990 48.0 11,935 47.6 6,055 49.9
 Never 13,694 38.0 9,478 38.9 4,216 34.4
Alcohol Use ***
 Heavy Drinker 1,818 5.3 1,205 5.3 613 5.4
 Moderate 17,324 49.4 12,099 51.2 5,225 42.4
 No Alcohol Use 16,748 45.3 10,761 43.5 5,987 52.1

Note: Based on 36,594 participants, aged 18 years or older, who served on Active Duty in the United States Armed Forces and who did not have missing data on the following variables: missing teeth, metro status, state, dental care visits, and age. Additional exclusion criteria were: adults who lived in Gaum or Puerto Rico and women who were pregnant.

Wt=weighted; Div/Sep/Widowed=divorced, separated or widowed; Underwt=underweight

***

P < .001;

**

.001 ≤ P < .01;

*

.01 ≤ P < .05

Table 2 has the Chi Square results of participants who responded “yes” to having a dental visit within the past year. Overall, participants living in metropolitan areas were more likely to have dental visits in the previous year than participants living in rural areas (70.2% versus 62.6%). Other significant factors associated with having dental visits in the past six months for metropolitan Veterans over rural Veterans were with sex, white, black, age categories from 45 and older, marital status, education, health insurance, usual source of care, body mass index, physical activity, smoking, and no or moderate alcohol use.

Table 2.

N and Weighted Percent of Participants who responded “yes” to having a dental visit within the past year by Metropolitan/Rural Status Individuals who Served on Active Duty in the United States Armed Forces Behavioral Risk Factor Surveillance System, 2014

ALL Metropolitan Rural
N Wt % N Wt % Significance
17,520 70.2 7,676 62.6 ***
Sex
 Women 1,627 77.3 581 65.9 **
 Men 15,893 69.6 7,095 62.4 ***
Race/Ethnicity
 White 15,159 70.8 6,966 63.8 ***
 African American 1,274 67.2 186 49.6 ***
 Latino 484 72.6 128 62.6
 Other 603 63.4 396 52.3
Age in Years
 18–34 years 326 71.6 151 65.2
 35–44 years 774 75.0 282 68.4
 45–54 years 1,636 71.3 601 58.4 ***
 55–64 years 2,958 67.9 1,333 61.8 **
 65–74 years 6,063 71.9 2,811 64.4 ***
 75, and Older 5,763 67.9 2,498 61.6 ***
Marital Status
 Married 11,739 74.6 5,238 67.4 ***
 Div/Sep/Widowed 4,625 58.4 2,022 50.9 ***
 Never Married 1,156 62.5 416 51.1 *
Education
 Less than HS 371 40.3 276 38.2
 High School 8,444 66.4 4,458 61.8 ***
 College 8,705 84.0 2,942 78.4 ***
Health Insurance
 Yes 17,231 71.2 7,497 63.6 ***
 No Health Insurance 262 46.3 156 39.9
Usual Source of Care
 Yes 5,004 63.5 2,317 54.2 ***
 No USC 12,412 73.2 5,304 66.7 ***
Activity Limitation
 Yes 7,746 29.4 4,065 32.9
 No 16,631 70.6 7,905 67.1
Body Mass Index
 Underwt/Normal 4,558 70.7 1,900 60.9 ***
 Overweight 7,896 72.4 3,514 64.9 ***
 Obese 4,870 66.9 2,168 60.8 **
 Missing 196 65.3 94 61.5
Physical Activity
 Exercise 14,155 74.2 5,998 67.7 ***
 No 3,339 57.1 1,670 49.4 ***
Smoker
 Current 1,518 51.6 723 42.4 **
 Former 8,442 69.7 3,864 63.4 ***
 Never 7,470 77.2 3,031 70.6 ***
Alcohol Use
 Heavy Drinker 807 65.2 379 57.7
 Moderate 9,405 75.0 3,727 71.1 *
 No Alcohol Use 6,980 65.2 3,442 56.6 ***

Note: Based on 36,594 participants, aged 18 years or older, who served on Active Duty in the United States Armed Forces and who did not have missing data on the following variables: missing teeth, metro status, state, dental care visits, and age. Additional exclusion criteria were: adults who lived in Gaum or Puerto Rico and women who were pregnant.

Div/Sep/Widowed=divorced, separated or widowed; Underwt=underweight; USC= Usual Source of Care; Wt=weighted

***

P < .001;

**

.001 ≤ P < .01;

*

.01 ≤ P < .05

Several logistic regression models were created to compare rural/metropolitan Veteran dental visits during the past year (Table 3). In the adjusted analysis, rural Veterans were less likely to have a dental visit during the past year as compared with metropolitan Veterans (Odds Ratio = 0.69, 95% Confidence Interval, 0.63, 0.76). Five models were presented and the relationships remained significant throughout. In sensitivity analyses with missing data included, the results remained the same (When sex, age, race, marital status, education, health insurance, employment, income, usual source of care, health status, and personal healthcare practices were added, the adjusted odds ratio was 0.86 [95% Confidence Interval, 0.78, 0.96]).

Table 3.

Adjusted Odds Ratios (AOR) and 95% Confidence Intervals (CI) of Rural/Metropolitan Status from Logistic Regressions on Any Dental Visit During the Past Year Individuals who served on Active Duty in the United States Armed Forces Behavioral Risk Factor Surveillance System, 2014

Odds Ratio 95% CI Significance
Model 1 Only Rural/Metropolitan Status
Rural Metropolitan (Reference) 0.70 [0.64, 0.77] ***
Model 2 Rural/Metropolitan Status. Sex, Age, Race/ethnicity, Marital Status
Adjusted Odds Ratio 95% CI Significance
Rural Metropolitan (Reference) 0.69 [0.63, 0.76] ***
Model 3 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status Education, Health Insurance, Employment, Income, Usual Source of Care
Rural Metropolitan (Reference) 0.85 [0.77, 0.94] **
Model 4 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status, Education, Health Insurance, Employment, Income, Usual Source of Care, Health Status
Rural Metropolitan (Reference) 0.85 [0.77, 0.95] **
Model 5 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status, Education, Health Insurance, Employment, Income, Usual Source of Care, Health Status, Personal Healthcare Practices
Rural Metropolitan (Reference) 0.86 [0.78, 0.96] **

Note: Based on 36,594 participants, aged 18 years or older, who served on Active Duty in the United States Armed Forces and who did not have missing data on the following variables: missing teeth, metro status, state, dental care visits, and age. Additional exclusion criteria were: adults who lived in Gaum or Puerto Rico and women who were pregnant.

***

P < .001;

**

.001 ≤ P < .01;

*

.01 ≤ P < .05

The positive results of the bivariate Chi Square analyses of missing teeth and rural/metropolitan status are presented in Table 4. There were significantly more metropolitan participants who had all of their teeth than rural participants (37.5% versus 31.6%). Other significant associations with participants who had all of their teeth were with sex, race/ethnicity, age, marital status, education, usual source of care, activity limitation, body mass index, physical activity, smoking, and alcohol use.

Table 4.

Weighted Percent of Permanent Teeth Removed Categories Individuals who Served on Active Duty in the United States Armed Forces Behavioral Risk Factor Surveillance System, 2014

None 1–5 6 or more All Significance
Total 36.3 34.4 19.5 9.9
Rural/Metropolitan Status ***
 Metropolitan 37.5 34.7 18.9 8.9
 Rural 31.6 33.2 21.8 13.3
Sex ***
 Women 51.4 29.2 11.8 7.6
 Men 35.1 34.8 20.1 10.0
Race/Ethnicity ***
 White 35.7 34.0 19.8 10.5
 African American 34.4 36.8 21.5 7.3
 Latino 47.3 37.0 11.5 4.2
 Other 41.2 33.5 15.8 9.6
Age in Years ***
 18–34 years 80.9 14.8 4.0 0.3
 35–44 years 72.6 22.6 3.7 1.0
 45–54 years 53.0 32.2 9.9 5.0
 55–64 years 35.2 38.0 18.7 8.1
 65–74 years 27.1 38.5 23.4 11.0
 75, and Older 21.8 35.1 27.1 16.0
Marital Status ***
 Married 38.1 35.8 18.0 8.1
 Div/Sep/Widowed 27.2 31.2 25.2 16.4
 Never Married 49.2 29.3 14.9 6.6
Education ***
 Less than HS 13.7 26.8 30.6 28.9
 High School 33.3 34.7 21.6 10.5
 College 48.7 35.5 11.9 3.9
Health Insurance
 Yes 36.2 34.5 19.5 9.8
 No Health Insurance 38.0 31.3 19.9 10.8
Usual Source of Care ***
 Yes 35.0 35.0 20.0 10.0
 No USC 46.7 29.8 14.6 8.9
Activity Limitation ***
 Yes 26.7 33.7 26.2 13.4
 No 40.4 34.8 16.5 8.3
Body Mass Index *
 Underwt/Normal 36.6 32.9 19.4 11.1
 Overweight 37.0 34.9 19.0 9.1
 Obese 34.8 34.9 20.4 9.9
 Missing 43.6 31.5 13.8 11.1
Physical Activity ***
 Exercise 39.1 35.5 17.6 7.8
 No 27.7 30.9 25.2 16.2
Smoker ***
 Current 27.6 29.3 26.0 17.0
 Former 27.9 35.6 24.1 12.5
 Never 49.9 34.8 11.3 4.0
Alcohol Use ***
 Heavy Drinker 37.0 33.9 21.2 7.9
 Moderate 41.2 36.2 16.4 6.2
 No Alcohol Use 30.7 32.5 22.6 14.1

Note: Based on 36,594 participants, aged 18 years or older, who served on Active Duty in the United States Armed Forces and who did not have missing data on the following variables: missing teeth, metro status, state, dental care visits, and age. Additional exclusion criteria were: adults who lived in Gaum or Puerto Rico and women who were pregnant.

– Unweighted N less than 5

Div/Sep/Widowed=divorced, separated or widowed; HS: High School; Underwt=underweight; USC: Usual Source of Care; Wt. = Weighted

***

P < .001;

**

.001 ≤ P < .01;

*

.01 ≤ P < .05

In multinomial logistic regression with the categories of tooth loss on rural/metropolitan status, rural Veterans were more likely to have missing teeth than were metropolitan Veterans in unadjusted analysis. Similar results remain in the provided adjusted analyses (Table 5). In cases where all teeth were missing, rural Veterans had an adjusted odds ratio of 1.81 (95% Confidence Interval, 1.56, 2.09). When sex, age, race/ethnicity, marital status, education, health insurance, employment, income, usual source of care, and health status were included, the adjusted odds ratio was 1.38 (95% Confidence Interval, 1.17, 1.63)

Table 5.

Adjusted Odds Ratios and 95% Confidence Intervals (CI) of Rural/Metropolitan Status From Multinomial Logistic Regression on Missing Permanent Teeth Categories Individuals who Served on Active Duty in the United States Armed Forces Behavioral Risk Factor Surveillance System, 2014

Independent Variable: Rural Status
Dependent Variable

Model 1 Rural/Metropolitan Status Only

Odds Ratio 95% CI Significance

1–5 teeth missing 1.15 [1.03, 1.28] *
6 or more and not all 1.37 [1.21, 1.56] ***
All 1.81 [1.56, 2.09] ***
None (Reference)

Model 2 Rural/Metropolitan Status. Sex, Age, Race/ethnicity, Marital Status

AOR 95% CI Significance
1–5 teeth missing 1.23 [1.10, 1.37] ***
6 or more and not all 1.49 [1.30, 1.70] ***
All 1.91 [1.64, 2.22] ***
None (Reference)

Model 3 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status Education, Health Insurance, Employment, Income, Usual Source of Care

1–5 teeth missing 1.11 [0.99, 1.25]
6 or more and not all 1.21 [1.05, 1.39] **
All 1.42 [1.21, 1.66] ***
None (Reference)

Model 4 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status, Education, Health Insurance, Employment, Income, Usual Source of Care, Health Status

1–5 teeth missing 1.11 [0.99, 1.25]
6 or more and not all 1.20 [1.04, 1.38] **
All 1.41 [1.20, 1.65] ***
None (Reference)

Model 5 Rural/Metropolitan Status, Sex, Age, Race/ethnicity, Marital Status, Education, Health Insurance, Employment, Income, Usual Source of Care, Health Status, Personal Healthcare Practices

1–5 teeth missing 1.12 [1.00, 1.26]
6 or more and not all 1.21 [1.05, 1.39] **
All 1.38 [1.17, 1.63] ***
None (Reference)

Note: Based on 36,594 participants, aged 18 years or older, who served on Active Duty in the United States Armed Forces and who did not have missing data on the following variables: missing teeth, metro status, state, dental care visits, and age. Additional exclusion criteria were: adults who lived in Gaum or Puerto Rico and women who were pregnant.

***

P < .001;

**

.001 ≤ P < .01;

*

.01 ≤ P < .05

Discussion and Policy Implications

The results of this study were that there is an association between rural Veterans and the decreased likelihood of having a dental visit during the previous year as compared with Veterans who lived in metropolitan areas (the association remained in the presence of the known individual factors that explain dental utilization). Additionally, rural Veterans were more likely to have missing teeth than metropolitan Veterans. There have been few dental studies of national scope specifically on utilization by U.S. Veterans,32,22 and data and studies concerning rural Veteran dental utilization similar to this study (i.e. public use data) are not available in the current literature with which to compare results. There is a persistence of a dearth of knowledge concerning rural Veterans and dental needs.

However, in a study evaluating factors considered to impact dental utilization in older Veterans, researchers showed that “need” factors accounted for the greatest degree of explained variance in use of dental services (R2= .15).34 Healthcare was studied in rural Veterans living in Alabama and 33.5% reported a delay for dental care services among delays with other services.35 There is a need for more studies concerning Veteran oral health, particularly that of rural veterans. The need for this knowledge has been a concern for administrators of the VHA for over two decades: why do eligible Veterans not utilize dental care; what are the needs; what is optimal care; are cost-efficient programs in place; and what is the best setting for the provision of dental care?36 In 2007, the VA established the Office of Rural Health. The VHA Office of Rural Health administrators are working to adequately reach out to rural Veterans and establish/improve rural Veterans’ access to care, including dental care. Additionally, the Veterans Access, Choice and Accountability Act of 2014 has improved access by permitting qualified Veterans to utilize community health care facilities’ services.37 This Act provides Veterans who are enrolled in VA health care (i.e. meaning they meet the general eligibility criteria) with a Veterans Choice Card. With this card, Veterans who are unable to schedule a visit not more than 30 days from the date on which a veteran requests an appointment or the clinically appropriate date, or due to the distance from their place of residence (i.e. more than 40 miles) to a VA program for care to choose to receive care from eligible non-VA health care/private care entities or providers.38 Given that our data came from BRFSS 2014, Veterans may now be accessing more non-VA care sources for dental care in the years later than 2014 than we found in the current study.

This study has several limitations. We were focused on the utilization of dental services by Veterans, but the BRFSS data set is limited in that we could identify veterans but we were unable to distinguish Veterans eligible and enrolled for VA-based dental care versus Veterans who were not eligible. Eligibility and enrollment status would need to be assessed using a VA dataset, but then we would miss the Veterans who are not enrolled in the VA for services. Thus, this is a limitation in our study, however we were still able to characterize utilization by Veterans as whole in the community regardless of care system. Furthermore, we were limited by the choice of questions posed in the BRFSS data set. Also, there were a significant number of participants who did not have data concerning rural/metropolitan status. However, the study has several strengths as well. The sample size is large. The sample is nationally representative and many variables were used in the analyses. Sensitivity analyses were conducted to identify the impact (which was negligible) of missing rural/metropolitan status. We evaluated individual factors which had the potential to impact the rural/metropolitan relationship with dental visit during the previous year as well as the relationship with tooth loss and determined that those individual factors did not further explain the relationship. Research is needed to determine if community or cultural influences are factors. Also, research is needed to determine if rural status is a proxy for the number of available dentists.

The VA develops policies for establishing centers for care for enrolled Veterans. The policy development should take into consideration that rural Veterans are not as likely as urban Veterans to utilize dental services12 and since rural Veterans are overrepresented in current conflicts there is a need to reach out to these Veterans. Rural Veterans are a priority for the VA and we believe this study has shed some light on oral health care for Veterans overall, and not just the ones who receive care within a VA setting.

Acknowledgments

Funding

Research reported in this publication was supported by the National Institute of General Medical Sciences of the National Institutes of Health under Award Number U54GM104942. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The funders had no role in study design, data collection and analyses, decision to publish, or preparation of the manuscript.

References

  • 1.Bagalman E. The number of Veterans that use VA health care services: a fact sheet. Congressional Research Service. 7-5700 R43579. Available at mchip.xykon-llc.com/sgp/crs/misc/R43579.pdf Accessed April 19, 2016.
  • 2.About VHA. Veterans Health Administration. U.S. Department of Veterans Affairs; http://www.va.gov/health/aboutVHA.asp Accessed April 19, 2016. [Google Scholar]
  • 3.Boyer D. VA still plagued by delays in veterans’ care: Watchdog. http://www.washingtontimes.com/news/2016/apr/18/va-still-plagued-delays-veterans-care-watchdog/?page=all Accessed April 28, 2016.
  • 4.Martinez L. VA audit finds 100, 000 Veterans waiting for health care. World News; Available at: 2014 http://abcnews.go.com/blogs/politics/2014/06/va-audit-finds-100000-veterans-waiting-for-health-care/ Accessed February 24, 2016. [Google Scholar]
  • 5.Fleming E, Crawford EF, Calhoun PS, Kudler H, Straits-Troster KA. Veterans’ preferences for receiving information about VA services: Is getting the information you want related to increased health care utilization? Mil Med. 2016;181(2):106–10. doi: 10.7205/MILMED-D-14-00685. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Hynes DM, Koelling K, Stroupe K, et al. Veterans’ access to and use of Medicare and Veterans Affairs Health Care. Medical Care. 2007;(45):214–223. doi: 10.1097/01.mlr.0000244657.90074.b7. [DOI] [PubMed] [Google Scholar]
  • 7.Mooney C, Zwanzinger J, Phibbs CS, Schmitt S. Is travel distance a barrier to veterans’ use of VA hospitals for medical surgical care? Social Science and Medicine. 2000;(50):1743–1755. doi: 10.1016/s0277-9536(99)00414-1. [DOI] [PubMed] [Google Scholar]
  • 8.Fried DA, Helmer D, Halperin WE, Passannante M, Holland BK. Health and health care service utilization among U.S. Veterans denied VA service-connected disability compensation: A review of the literature. Mil Med. 2015;(180):1034–1040. doi: 10.7205/MILMED-D-14-00435. [DOI] [PubMed] [Google Scholar]
  • 9.Ritchie C, Wieland D, Tully C, Rowe J, Sims R, Bodner E. Coordination and advocacy for rural elders (CARE): a model of rural case management with veterans. Geronologist. 2002;(42):399–405. doi: 10.1093/geront/42.3.399. [DOI] [PubMed] [Google Scholar]
  • 10.Weeks WB, Wallace AE, Lee A, Kazis LE. Rural-urban disparities in Health-Related Quality of Life Within Disease Categories of Veterans. The Journal of Rural Health. 2006;(22):204–211. doi: 10.1111/j.1748-0361.2006.00033.x. [DOI] [PubMed] [Google Scholar]
  • 11.Weeks WB, Kazis LE, Shen Y, et al. Differences in Health-Related Quality of Life in Rural and Urban Veterans. Am J Public Health. 2004;(94):1762–1767. doi: 10.2105/ajph.94.10.1762. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Weeks WB, Bott DM, Lamkin RP, Wright SM. Veterans Health Administration and Medicare Outpatient Health Care Utilization by Older Rural and Urban New England Veterans. The Journal of Rural Health. 2005;(21):167–171. doi: 10.1111/j.1748-0361.2005.tb00077.x. [DOI] [PubMed] [Google Scholar]
  • 13.Wallace AE, Lee R, MacKenzie TA, et al. A Longitudinal Analysis of Rural and Urban Veterans’ Health-Related Quality of Life. The Journal of Rural Health. 2010;(26):156–163. doi: 10.1111/j.1748-0361.2010.00277.x. [DOI] [PubMed] [Google Scholar]
  • 14.Garcia LT. Clinical practice guidelines for recall and maintenance: Why now? JADA. 2016:3–4. doi: 10.1016/j.adaj.2015.11.010. [DOI] [PubMed] [Google Scholar]
  • 15.Bidra AS, Daubert DM, Garcia LT, et al. Clinical practice guidelines for recall and maintenance of patients with tooth-borne and implant-borne dental restorations. JADA. 2016;(147):67–73. doi: 10.1016/j.adaj.2015.12.006. [DOI] [PubMed] [Google Scholar]
  • 16.Farooqia OA, Wehlerb JC, Gibsond G, Jurasic M, Jones JA. Appropriate recall interval for periodontal maintenance: a systematic review. Journal of Evidence-Based Dental. 2015;15(4):171–181. doi: 10.1016/j.jebdp.2015.10.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Mealey BL, Ocampo GL. Diabetes mellitus and periodontal disease. Periodontology 2000. 2007;44(1):127–153. doi: 10.1111/j.1600-0757.2006.00193.x. [DOI] [PubMed] [Google Scholar]
  • 18.Saremi A, Nelson RG, Tulloch-Reid M, et al. Periodontal disease and mortality in type 2 diabetes. Diabetes care. 2005;28(1):27–32. doi: 10.2337/diacare.28.1.27. [DOI] [PubMed] [Google Scholar]
  • 19.Bernheim A. VA Dentistry – Improving Veterans’ Oral Health [Internet] VA Dentistry – Improving Veterans’ Oral Health Home. [cited 2017Feb13]. Available from: http://www.va.gov/dental.
  • 20.Agency Information Collection (Survey of Health Care Experiences Dental Patient Satisfaction Survey) Activities Under OMB Review. Vol. 80, NO. 177/ Monday, September 14, 2015
  • 21.Schooley BL, Horan TA, Lee PW, West PA. Rural veteran access to healthcare services: investigating the role of information and communication technologies in overcoming spatial barriers. Rural Veteran Access to Healthcare Services: Investigating the Role of Information and Communication Technologies in Overcoming Spatial Barriers/AHIMA, American Health Information Management Association. 2010 Apr 2; [PMC free article] [PubMed] [Google Scholar]
  • 22.Andersen RM. Revisiting the behavioral model and access to medical care: does it matter? J Health Soc Behav. 1995;(36):1–10. [PubMed] [Google Scholar]
  • 23.Behavioral Risk Factor Surveillance Survey. Centers for Disease Control and Prevention. Available at: http://www.cdc.gov/brfss/about/about_brfss.htm Accessed February 24, 2016.
  • 24.Gorsuch MM, Sanders SG, Wu B. Tooth loss in Appalachia and the Mississippi Delta relative to other regions in the United States, 1999–2010. American journal of public health. 2014;104:e85–91. doi: 10.2105/AJPH.2013.301641. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Krause DD, May WL, Lane NM, Cossman JS, Konrad TR. An analysis of oral health disparities and access to services in the Appalachian region. Washington, DC: Appalachian Regional Commission; 2011. Dec, [Google Scholar]
  • 26.Digenis-Bury EC, Brooks DR, Chen L, Ostrem M, Horsburgh CR. Use of a population-based survey to describe the health of Boston public housing residents. American Journal of Public Health. 2008 Jan;98(1):85–91. doi: 10.2105/AJPH.2006.094912. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Glied S, Neidell M. The economic value of teeth. Journal of Human Resources. 2010 Mar 1;45(2):468–96. [Google Scholar]
  • 28.Musskopf ML, Daudt LD, Weidlich P, Gerchman F, Gross JL, Oppermann RV. Metabolic syndrome as a risk indicator for periodontal disease and tooth loss. Clinical Oral Investigations. 2016;7:1–9. doi: 10.1007/s00784-016-1935-8. [DOI] [PubMed] [Google Scholar]
  • 29.Tiwari T, Scarbro S, Bryant LL, Puma J. Factors Associated with Tooth Loss in Older Adults in Rural Colorado. Journal of community health. 2016 Jun 1;41(3):476–81. doi: 10.1007/s10900-015-0117-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.World Health Organization. Oral Health Surveys basic Methods. 5th. WHO; p. 119. Annex 9. [Google Scholar]
  • 31.Survey Data & Documentation [Internet] Centers for Disease Control and Prevention. Centers for Disease Control and Prevention; 2016. [cited 2017Feb13]. Available from: https://www.cdc.gov/brfss/data_documentation. [Google Scholar]
  • 32.Gibson G, Niessen LC. Research Issues Related to the Oral Health Status of Aging Veterans. Medical Care. 1995;33S:NS45–NS56. doi: 10.1097/00005650-199511001-00007. [DOI] [PubMed] [Google Scholar]
  • 33.Bernard DM, Selden TM. Access to Care Among Nonelderly Veterans. Med Care. 2016;(54):243–252. doi: 10.1097/MLR.0000000000000508. [DOI] [PubMed] [Google Scholar]
  • 34.Strayer MS, Branch LG, Jones JA, Adelson R. Predictors of the use of dental services by older veterans. Special Care in Dentistry. 1988;(8):209–213. doi: 10.1111/j.1754-4505.1988.tb00737.x. [DOI] [PubMed] [Google Scholar]
  • 35.Davis L, Mahaney-Price AF, Tabb KD, et al. Alabama veterans rural health initiative: a preliminary evaluation of unmet health care needs. Journal of Rural Social Sciences. 2011;(26):14–31. [Google Scholar]
  • 36.Jones J, Fonseca M, Levinson P, Gibson G. The Department of Veterans Affairs Oral Health Services and Eligibility. 1995;(33):NS33–NS34. doi: 10.1097/00005650-199511001-00006. [DOI] [PubMed] [Google Scholar]
  • 37.Veterans Choice Program: Access health closer to home. U.S. Department of Veterans Affairs; http://www.va.gov/opa/choiceact/ Accessed April 19, 2016. [Google Scholar]
  • 38.Public Law 113–146. Veterans Access, Choice, and Accountability Act of 2014, August 2014

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