Volume 10 — July 03, 2013
BRIEF
Trends in Health-Related Quality of Life Among Adolescents in the United States, 2001–2010
Navigate This Article
Wanjun Cui, PhD; Matthew M. Zack, MD, MPH
Suggested citation for this article: Cui W, Zack MM. Trends in Health-Related Quality of Life Among Adolescents in the United States, 2001–2010. Prev Chronic Dis 2013;10:120334. DOI: http://dx.doi.org/10.5888/pcd10.120334.
PEER REVIEWED
Abstract
Health-related quality of life (HRQOL) measures are often used to track changes in population health, mostly among adults. Prompted by the recent US recession, we assessed trends in adolescent HRQOL by using cross-sectional data from the 2001–2010 National Health and Nutrition Examination Survey. Adolescents’ self-rated health and reported mental health declined significantly, especially among those in low-income families, but their physical health and activity limitation did not change. Because these HRQOL declines occurred at the end of the decade and especially among adolescents from low-income families, we conclude that these declines are consistent with recession effects and warrant further study.
Objective
Health-related quality of life (HRQOL) is an individual’s or group’s perceived physical or mental health over time (1). The Centers for Disease Control and Prevention (CDC) has developed a set of standard HRQOL measures to monitor population health and develop policies to promote public health (2–4). Adults’ HRQOL varies with demographic and socioeconomic characteristics, chronic diseases, risky and protective behaviors, and time (1,2). However, much less is known about adolescents’ HRQOL. This study aimed to assess trends in HRQOL in a population-based sample of US adolescents. It also examined the effect of family income level on adolescent HRQOL.
Methods
The 2001–2010 National Health and Nutrition Examination Survey (NHANES), a nationally representative cross-sectional survey to ascertain the health and nutritional status of the noninstitutionalized US civilian population, provided data for this study (5). At the NHANES mobile examination center, 7,087 adolescents aged 12 to 17 were interviewed, and approximately 93% of them answered questions about their HRQOL.
The HRQOL measures include self-rated health and number of physically unhealthy days, mentally unhealthy days, and activity limitation days (2). The self-rated health measure asks the question “Would you say that in general your health is excellent, very good, good, fair, or poor?” We grouped responses into fair or poor health, good health, and very good or excellent health. The measures for unhealthy days asked respondents how many days during the past 30 days their physical or mental health was not good or their physical or mental health limited them from doing usual activities. We grouped responses for these separate measures into 0 days, 1 to 13 days, and 14 to 30 days.
The main independent variable was the interview year of the 5 NHANES survey cycles (2001–2002, 2003–2004, 2005–2006, 2007–2008, and 2009–2010). To assess whether adolescents’ HRQOL varied by family income, we created an interaction term between interview year and family poverty–income ratio. We defined low income as 130% or less of federal poverty guidelines, middle income as more than 130% to 350%, and high income as greater than 350%. We adjusted for possible confounding from sex, race/ethnicity, age, physical inactivity, and cigarette smoking.
We used multinomial logistic regression in SAS-callable SUDAAN 10.0 (6), accounting for NHANES’ complex sample survey design, to estimate both unadjusted percentages (not reported) and percentages adjusted for potential confounders and their 95% confidence intervals (CIs) for the HRQOL outcomes by interview year alone and the interaction between interview year and family poverty–income ratio. We used t tests to detect significant differences between percentages and logistic regression to test for trends.
Results
Overall, adolescents’ self-rated health was fairly stable from 2001 through 2004 but worsened afterward. The adjusted percentage of adolescents reporting excellent or very good health in 2009–2010 (51.8%) was significantly lower than in 2001–2002 (63.4%) and 2003–2004 (64.0%) (Table 1). The adjusted percentage of adolescents reporting fair or poor health was significantly higher in 2007–2008 (10.0%) than in 2003–2004 (5.7%). This same pattern occurred among adolescents with low family income (Table 2). The percentage of adolescents from high-income families who reported excellent or very good health also decreased, but the percentage who reported fair or poor health did not increase.
The adjusted percentage of adolescents reporting zero, 1 to 13, or 14 or more physically unhealthy days did not change over the study period (Table 1) or by family income level (Table 2).
Adolescents’ mental health worsened over time, especially recently. The adjusted percentage reporting zero mentally unhealthy days was fairly stable from 2001 through 2006 but declined significantly from 60.9% in 2005–2006 to 49.4% in 2009–2010 (Table 1). Yet, only in adolescents from low-income families did the percentage of zero mentally unhealthy days significantly decrease (from 63% in 2003–2004 to 46% in 2009–2010). The percentage reporting 14 to 30 mentally unhealthy days increased significantly, almost doubling, from 2001–2004 through 2009–2010. However, the adjusted percentage of adolescents who reported 14 to 30 mentally unhealthy days increased significantly only among adolescents from low-income families (from 5% in 2007–2008 to 11% in 2009–2010) and middle-income families (from 4% in 2001–2002 to 10% in 2009–2010); it did not increase significantly among adolescents from high-income families (Table 2). The adjusted percentage of zero activity limitation days was significantly higher in 2003–2004 than in 2009–2010, but the percentage of 1 or more activity limitation days did not increase (Table 1). Among adolescents from low-income families the percentage of zero activity limitation days also significantly decreased between 2005–2006 and 2009–2010 (Table 2).
Discussion
This study is the first to assess recent trends in HRQOL using CDC’s HRQOL measures among population-based samples of adolescents. Adolescents’ self-rated health and mental health generally worsened over the study period, especially more recently, but the number of physically unhealthy days and recent activity limitation days did not change consistently. Because the worsening occurred more recently, the 2008–2009 US recession might have adversely affected adolescent HRQOL. Although NHANES data do not provide direct information on recession effects (for example, parental unemployment), we found greater worsening of HRQOL among adolescents from low- and middle- income families than among those from high-income families. The recession more plausibly explains this recent worsening of HRQOL and concerns about future economic opportunities than other explanations such as the wars in Afghanistan or in Iraq that began several years earlier. Although poor adolescent HRQOL is associated with individual risky behaviors such as cigarette smoking and physical inactivity (7–9), adjusting for these potential confounders did not affect the observed HRQOL trends.
Our study has several limitations. First, because our analyses covered only 5 biennial cycles, we could not detect whether adolescent HRQOL improved as the economic situation improved more recently. Second, NHANES data are self-reported and subject to misclassification, although the CDC’s HRQOL measures appear valid and reliable among adolescents (10). Third, because NHANES is cross-sectional and not longitudinal, compositional changes to the sample across survey cycles might have reduced our ability to detect trends in this study.
Because adolescence can be challenging and stressful, and because risky behaviors may accompany poor adolescent HRQOL (11), this study’s findings suggest a need to develop policies that help adolescents, especially those from low-income families, to maintain if not improve their HRQOL.
Acknowledgments
The project was undertaken while Dr Cui was under contract with CDC through the Oak Ridge Institute for Science and Education fellowship program.
Author Information
Corresponding Author: Wanjun Cui, PhD, Division of Population Health, Centers for Disease Control and Prevention, 4770 Buford Hwy NE, Mailstop K-51, Atlanta, GA 30341. Telephone: 770-488-5853. E-mail: wtd9@cdc.gov.
Author Affiliation: Matthew M. Zack, Centers for Disease Control and Prevention, Atlanta, Georgia.
References
- Centers for Disease Control and Prevention. Measuring healthy days: population assessment of health-related quality of life. Atlanta (GA): US Department of Health and Human Services; 2000. http://www.cdc.gov/hrqol/pdfs/mhd.pdf. Accessed September 20, 2012.
- Moriarty DG, Zack MM, Kobau R. The Centers for Disease Control and Prevention’s Healthy Days Measures — population tracking of perceived physical and mental health over time. Health Qual Life Outcomes 2003;1:37. CrossRef PubMed
- Patrick DL, Bergner M. Measurement of health status in the 1990s. Annu Rev Public Health 1990;11:165–83. CrossRef PubMed
- Hennessy CH, Moriarty DG, Zack MM, Scherr PA, Brackbill R. Measuring health-related quality of life for public health surveillance. Public Health Rep 1994;109(5):665–72. PubMed
- National Health and Nutrition Examination Survey. Hyattsville (MD): US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Health Statistics; 2001–2010. http://www.cdc.gov/nchs/nhanes/nhanes_questionnaires.htm. Accessed September 20, 2012.
- Research Triangle Institute. SUDAAN language manual, release 10.0. Research Triangle Park (NC): Research Triangle Institute; 2010.
- Dube SR, Thompson W, Homa DM, Zack MM. Smoking and health-related quality of life among U.S. adolescents. Nicotine Tob Res 2013;15(2):492–500. CrossRef PubMed
- Schwimmer JB, Burwinkle TM, Varni JW. Health-related quality of life of severely obese children and adolescents. JAMA 2003;289(14):1813–9. CrossRef PubMed
- Vingilis ER, Wade TJ, Seeley JS. Predictors of adolescent self-rated health. Analysis of the National Population Health Survey. Can J Public Health 2002. PubMed
- Zullig KJ, Valois RF, Huebner ES, Drane JW. Evaluating the performance of the Centers for Disease Control and Prevention core Health-Related Quality of Life scale with adolescents. Public Health Rep 2004;119(6):577–84. CrossRef PubMed
- Schulenberg J, Maggs JL, Hurrelmann K. Negotiating development transitions during adolescence and young adulthood: health risks and opportunities. In: Schulenberg J, Maggs JL, Hurrelmann K, editors. Health risks and developmental transitions during adolescence. Cambridge (UK): Cambridge University Press; 1999.
Tables
Table 1. Adjusteda Percentages of the CDC’s HRQOL Measures Among Adolescents, by Interview Year, National Health and Nutrition Examination Survey 2001–2010
| Year | Nb | % (95% CI) | % (95% CI) | % (95% CI) |
|---|---|---|---|---|
| Self-Rated Health | ||||
| Year | N | Excellent/Very Good | Good | Fair/Poor |
| All years | 5,294 | 58.0 (56.0–60.0) | 33.7 (31.9–35.5) | 8.3 (7.1–9.5) |
| 2001–2002 | 1,323 | 63.4 (58.7–68.1) | 30.2 (26.6–33.9) | 6.3 (4.4–8.3) |
| 2003–2004 | 1,234 | 64.0 (59.9–68.2) | 30.3 (26.1–34.4) | 5.7 (4.4–7.0) |
| 2005–2006 | 1,276 | 55.3 (51.9–58.7) | 35.9 (32.8–39.1) | 8.7 (6.3–11.2) |
| 2007–2008 | 687 | 56.3 (51.2–61.4) | 33.7 (29.8–37.7) | 10.0 (7.2–12.8) |
| 2009–2010 | 774 | 51.8 (47.5–56.2) | 37.9 (33.2–42.6) | 10.3 (6.7–13.9) |
| Physically Unhealthy Days | ||||
| Year | N | 0 Days | 1–13 Days | 14–30 Days |
| All years | 5,291 | 61.3 (59.4–63.3) | 34.7 (32.7–36.6) | 4.0 (3.2–4.8) |
| 2001–2002 | 1,322 | 61.2 (57.9–64.6) | 34.5 (31.2–37.7) | 4.3 (3.2–5.4) |
| 2003–2004 | 1,234 | 66.1 (62.3–70.0) | 29.6 (25.4–33.7) | 4.3 (2.4–6.1) |
| 2005–2006 | 1,275 | 64.4 (61.2–67.5) | 32.2 (29.0–35.4) | 3.5 (1.9–5.0) |
| 2007–2008 | 686 | 57.6 (53.0–62.2) | 37.7 (32.8–42.7) | 4.7 (2.4–6.9) |
| 2009–2010 | 774 | 57.5 (52.1–63.0) | 39.1 (33.7–44.5) | 3.4 (1.5–5.2) |
| Mentally Unhealthy Days | ||||
| Year | N | 0 Days | 1–13 Days | 14–30 Days |
| All years | 5,288 | 57.4 (55.4–59.4) | 35.7 (33.8–37.6) | 6.9 (5.9–7.9) |
| 2001–2002 | 1,321 | 60.6 (56.1–65.1) | 33.9 (29.0–38.9) | 5.5 (4.1–6.8) |
| 2003–2004 | 1,234 | 64.0 (59.1–68.8) | 30.9 (27.3–34.6) | 5.1 (3.1–7.1) |
| 2005–2006 | 1,274 | 60.9 (57.8–64.1) | 33.3 (30.5–36.0) | 5.8 (3.8–7.8) |
| 2007–2008 | 686 | 52.6 (47.9–57.3) | 38.8 (34.6–43.0) | 8.6 (5.4–11.7) |
| 2009–2010 | 773 | 49.4 (45.6–53.2) | 41.0 (36.3–45.7) | 9.6 (7.2–12.0) |
| Activity Limitation Days | ||||
| Year | N | 0 Days | 1–13 Days | 14–30 Days |
| All years | 5,290 | 79.0 (77.2–80.9) | 18.7 (17.0–20.4) | 2.3 (1.6–2.9) |
| 2001–2002 | 1,321 | 79.5 (76.5–82.5) | 19.3 (16.8–21.8) | 1.2 (0.3–2.1) |
| 2003–2004 | 1,234 | 83.6 (80.0–87.2) | 15.4 (11.8–19.0) | 1.0 (0.3–1.8) |
| 2005–2006 | 1,276 | 81.1 (78.7–83.5) | 17.1 (14.8–19.5) | 1.8 (1.0–2.7) |
| 2007–2008 | 686 | 77.3 (71.9–82.6) | 17.4 (13.2–21.5) | 5.4 (2.7–8.0) |
| 2009–2010 | 773 | 73.9 (68.7–79.0) | 24.3 (19.2–29.3) | 1.9 (0.8–2.9) |
Abbreviations: CDC, Centers for Disease Control and Prevention; HRQOL, health-related quality of life; CI, confidence interval.
a Model adjusted for demographic characteristics (sex, race/ethnicity, age, and family poverty-income ratio) and risky behaviors (physical inactivity and cigarette smoking).
b Sample sizes exclude missing values.
Table 2. Adjusteda Percentages of the CDC’s HRQOL Measures Among Adolescents, by Interview Year for Level of Family Income, National Health and Nutrition Examination Survey 2001–2010
| Year | Low-Income Family, % (95% CI) | Middle-Income Family, % (95% CI) | High-Income Family, % (95% CI) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Self-Rated Health | |||||||||
| Year | Excellent/Very Good | Good | Fair/Poor | Excellent/Very Good | Good | Fair/Poor | Excellent/Very Good | Good | Fair/Poor |
| 2001–2002 | 55 (47–63) | 37 (30–45) | 8 (5–12) | 66 (59–73) | 29 (23–34) | 5 (3–10) | 67 (61–73) | 27 (21–33) | 6 (3–11) |
| 2003–2004 | 60 (52–67) | 34 (27–42) | 6 (3–9) | 60 (53–66) | 34 (27–41) | 7 (4–10) | 72 (63–80) | 24 (16–33) | 5 (2–10) |
| 2005–2006 | 52 (48–56) | 38 (33–44) | 10 (6–14) | 50 (41–58) | 37 (31–44) | 13 (9–18) | 64 (59–69) | 33 (28–37) | 3 (1–7) |
| 2007–2008 | 51 (45–58) | 36 (29–44) | 12 (8–18) | 53 (44–61) | 35 (29–41) | 13 (8–20) | 64 (55–72) | 32 (23–42) | 5 (1–11) |
| 2009–2010 | 46 (38–53) | 42 (34–50) | 12 (8–19) | 54 (48–60) | 34 (26–43) | 12 (7–19) | 54 (47–61) | 39 (33–46) | 7 (3–12) |
| Physically Unhealthy Days | |||||||||
| Year | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days |
| 2001–2002 | 63 (57–69) | 32 (26–38) | 5 (2–9) | 61 (57–66) | 35 (29–41) | 4 (2–7) | 60 (51–68) | 36 (29–43) | 5 (2–8) |
| 2003–2004 | 70 (63–76) | 26 (20–33) | 4 (2–8) | 68 (62–74) | 27 (22–33) | 5 (2–11) | 62 (53–70) | 34 (25–44) | 4 (2–8) |
| 2005–2006 | 65 (58–72) | 30 (22–39) | 5 (2–11) | 63 (57–68) | 34 (30–39) | 3 (1–6) | 65 (61–70) | 32 (28–36) | 3 (1–7) |
| 2007–2008 | 54 (49–59) | 40 (35–46) | 5 (3–9) | 64 (55–72) | 31 (24–40) | 5 (2–10) | 54 (44–64) | 41 (32–52) | 4 (1–10) |
| 2009–2010 | 61 (53–68) | 35 (30–41) | 4 (1–9) | 59 (52–66) | 38 (32–45) | 3 (1–8) | 53 (42–65) | 43 (32–55) | 3 (1–8) |
| Mentally Unhealthy Days | |||||||||
| Year | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days |
| 2001–2002 | 59 (53–65) | 35 (30–41) | 5 (2–10) | 61 (52–69) | 35 (27–44) | 4 (2–6) | 61 (56–66) | 32 (25–39) | 7 (4–12) |
| 2003–2004 | 63 (55–70) | 30 (22–39) | 7 (3–12) | 66 (58–73) | 28 (23–34) | 6 (2–13) | 63 (57–69) | 34 (28–40) | 3 (1–8) |
| 2005–2006 | 55 (49–61) | 37 (31–43) | 8 (5–12) | 60 (54–65) | 34 (29–39) | 6 (3–12) | 66 (60–72) | 30 (25–36) | 3 (1–7) |
| 2007–2008 | 52 (43–60) | 43 (35–52) | 5 (3–8) | 56 (47–65) | 32 (25–40) | 11 (7–18) | 50 (41–60) | 41 (34–48) | 9 (4–16) |
| 2009–2010 | 46 (41–51) | 43 (37–49) | 11 (7–17) | 45 (38–53) | 45 (38–51) | 10 (6–16) | 56 (47–65) | 36 (26–48) | 8 (4–13) |
| Activity Limitation Days | |||||||||
| Year | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days | 0 Days | 1–13 Days | 14–30 Days |
| 2001–2002 | 81 (73–87) | 17 (12–24) | 2 (0–8) | 82 (77–86) | 18 (14–22) | 1 (0–3) | 76 (72–80) | 23 (19–27) | 1 (0–4) |
| 2003–2004 | 84 (79–88) | 15 (10–20) | 1 (0–4) | 83 (75–89) | 16 (10–24) | 1 (0–4) | 84 (77–89) | 15 (10–22) | 1 (0–4) |
| 2005–2006 | 85 (79–90) | 13 (8–20) | 2 (0–5) | 79 (73–84) | 18 (13–24) | 3 (1–6) | 81 (74–86) | 19 (14–25) | 1 (0–3) |
| 2007–2008 | 75 (66–82) | 19 (14–26) | 6 (2–11) | 79 (68–87) | 16 (10–24) | 5 (1–13) | 78 (69–85) | 17 (11–26) | 5 (2–12) |
| 2009–2010 | 74 (68–79) | 24 (19–29) | 2 (1–5) | 71 (62–79) | 27 (20–36) | 2 (0–5) | 77 (68–84) | 21 (14–30) | 2 (0–4) |
Abbreviations: CDC, Centers for Disease Control and Prevention; HRQOL, health-related quality of life; CI, confidence interval.
a Model adjusted for demographic characteristics (sex, race/ethnicity, and age) and risky behaviors (physical inactivity and cigarette smoking).
The opinions expressed by authors contributing to this journal do not necessarily reflect the opinions of the U.S. Department of Health and Human Services, the Public Health Service, the Centers for Disease Control and Prevention, or the authors' affiliated institutions.
