Cantor Joel C, Monheit Alan C, Brownlee Susan, Schneider Carl
Center for State Health Policy, Rutgers University, 55 Commercial Avenue, 3rd Floor, New Brunswick, NJ 08901, USA.
Health Serv Res. 2007 Aug;42(4):1739-57. doi: 10.1111/j.1475-6773.2006.00662.x.
To evaluate the accuracy of household survey estimates of the size and composition of the nonelderly population covered by nongroup health insurance.
DATA SOURCES/STUDY SETTING: Health insurance enrollment statistics reported to New Jersey insurance regulators. Household data from the following sources: the 2002 Current Population Survey (CPS)-March Demographic Supplement, the 1997 and 1999 National Surveys of America's Families (NSAF), the 2001 New Jersey Family Health Survey (NJFHS), a 2002 survey of known nongroup health insurance enrollees, a small 2004 survey testing alternative health insurance question wording.
To assess the extent of bias in estimates of the size of the nongroup health insurance market in New Jersey, enrollment trends are compared between official enrollment statistics reported by insurance carriers to state insurance regulators with estimates from three general population household surveys. Next, to evaluate possible bias in the demographic and socioeconomic composition of the New Jersey nongroup market, distributions of characteristics of the enrolled population are contrasted among general household surveys and a survey of known nongroup subscribers. Finally, based on inferences drawn from these comparisons, alternative health insurance question wording was developed and tested in a local survey to test the potential for misreporting enrollment in nongroup coverage in a low-income population.
DATA COLLECTION/EXTRACTION METHODS: Data for nonelderly New Jersey residents from the 2002 CPS (n=5,028) and the 1997 and 1999 NSAF (n=6,467 and 7,272, respectively) were obtained from public sources. The 2001 NJFHS (n=5,580 nonelderly) was conducted for a sample drawn by random digit dialing and employed computer-assisted telephone interviews and trained, professional interviewers. Sampling weights are used to adjust for under-coverage of households without telephones and other factors. In addition, a modified version of the NJFHS was administered to a 2002 sample of known nongroup subscribers (n=1,398) using the same field methods. These lists were provided by four of the five largest New Jersey nongroup insurance carriers, which represented 95 percent of all nongroup enrollees in the state. Finally, a modified version of the NJFHS questionnaire was fielded using similar methods as part of a local health survey in New Brunswick, New Jersey, in 2004 (n=1,460 nonelderly).
General household sample surveys, including the widely used CPS, yield substantially higher estimates of nongroup enrollment compared with administrative totals and yield estimates of the characteristics of the nongroup population that vary greatly from a survey of known nongroup subscribers. A small survey testing a question about source of payment for direct-purchased coverage suggests than many public coverage enrollees report nongroup coverage.
Nongroup health insurance has been subject to more than a decade of reform and is of continuing policy interest. Comparisons of unique data from a survey of known nongroup subscribers and administrative sources to household surveys strongly suggest that the latter overstates the number and misrepresent the composition of the nongroup population. Research on the nongroup market using available sources should be interpreted cautiously and survey methods should be reexamined.
评估家庭调查对非老年人群体中参加非团体医疗保险的规模和构成估计的准确性。
数据来源/研究背景:向新泽西州保险监管机构报告的医疗保险参保统计数据。家庭数据来自以下来源:2002年当前人口调查(CPS)-3月人口补充调查、1997年和1999年美国全国家庭调查(NSAF)、2001年新泽西家庭健康调查(NJFHS)、2002年对已知非团体医疗保险参保者的调查、2004年一项测试替代医疗保险问题措辞的小型调查。
为评估新泽西州非团体医疗保险市场规模估计中的偏差程度,将保险公司向州保险监管机构报告的官方参保统计数据与三项一般人群家庭调查的估计值进行了参保趋势比较。接下来,为评估新泽西州非团体市场人口统计学和社会经济构成中可能存在的偏差,对比了一般家庭调查与已知非团体参保者调查中参保人群特征的分布情况。最后,基于这些比较得出的推论,开发了替代医疗保险问题措辞并在一项当地调查中进行测试,以检验低收入人群在非团体保险参保申报中误报的可能性。
数据收集/提取方法:2002年CPS(n = 5028)以及1997年和1999年NSAF(分别为n = 6467和7272)中关于新泽西州非老年居民的数据来自公共来源。2001年NJFHS(n = 5580名非老年人)针对通过随机数字拨号抽取的样本进行,采用计算机辅助电话访谈并配备经过培训的专业访谈员。抽样权重用于调整无电话家庭的覆盖不足及其他因素。此外,使用相同的实地调查方法,对2002年已知非团体参保者样本(n = 1398)进行了NJFHS的修订版调查。这些名单由新泽西州五家最大的非团体保险公司中的四家提供,它们代表了该州所有非团体参保者的95%。最后,2004年在新泽西州新不伦瑞克进行的一项当地健康调查中,采用类似方法对NJFHS问卷的修订版进行了实地调查(n = 1460名非老年人)。
包括广泛使用的CPS在内的一般家庭样本调查,与行政统计总数相比,对非团体参保人数的估计要高得多,并且对非团体人群特征的估计与已知非团体参保者调查有很大差异。一项测试关于直接购买保险支付来源问题的小型调查表明,许多公共保险参保者申报了非团体保险。
非团体医疗保险已经历了十多年的改革,并且仍然是持续的政策关注点。将已知非团体参保者调查和行政来源的独特数据与家庭调查进行比较,强烈表明后者高估了非团体人群的数量并错误表述了其构成。使用现有来源对非团体市场进行的研究应谨慎解读,并且调查方法应重新审视。