Because AA/PI populations include heterogeneous groups with distinct cultural experiences, divergent sociodemographic patterns, and unique health profiles, the health care utilization of AA/PI subgroups should be considered separately (
6–
8). This is particularly true in mental health because of the important intersection of history and culture with diagnosis, symptom expression, treatment preferences, and other factors predicting mental health services utilization (
9,
10). However, small samples in most population-based studies do not permit AA/PI subanalyses (
4,
6).
Often when persons of Asian or Pacific descent are considered in psychiatric inpatient services research, they are combined into one category (
13–
16). In this categorization scheme, Native Hawaiians and other Pacific Islanders are often included with Asian Americans, despite considerable differences in culture, geographic origin, and demographic profiles. This aggregation often masks disparities for Pacific Islanders (
17), who, on average, have worse health status than many Asian groups. Previous work identifying notably high rates of some mental health issues of Native Hawaiians and Pacific Islanders (
18–
20), coupled with poor access to mental health services in these groups (
21,
22), suggests a need for additional psychiatric services research on this topic. Yet limited research considers psychiatric hospitalizations of people from these specific groups.
There is a clear need for better data on inpatient mental health utilization among AA/PI subgroups. Hawaii, a multicultural state with large percentages of many AA/PI subgroups, is an excellent location to study this issue (
23). [Detail on the major AA/PI ethnic groups in Hawaii is provided in appendix A of the online
data supplement to this article.] Data from the diverse racial-ethnic population of Hawaii also provides useful insight for the United States as the nation undergoes demographic change, particularly for the many locations with growing percentages of AA/PI residents. Study goals were to compare psychiatric hospitalization rates, severity of illness, and length of stay for AA/PI subgroups and whites overall and across diagnostic categories.
Methods
The Hawai‘i Health Information Corporation (HHIC) data
HHIC collects, cleans, and verifies detailed patient-level inpatient discharge data from hospitals for all payers in the state. HHIC data elements include patient demographic characteristics, length of stay, and primary and secondary ICD-9-CM diagnostic codes. HHIC data used in this study were deidentified, and the study was deemed exempt by the University of Hawai‘i Committee on Human Studies.
Sample
All Hawaii hospitalizations of patients ≥18 years old from December 2006 through December 2010 were initially considered. Hospitalizations with the Department of Defense (DoD) as payer were excluded, because DoD did not consistently report race-ethnicity. We excluded 5,605 hospitalizations lacking valid race-ethnicity data. We also excluded hospitalizations if the database did not indicate that patients were from one of the five major racial-ethnic groups in Hawaii (Japanese, Chinese, Native Hawaiian, Filipino, or white) (N=72,640) or if it indicated that patients were not residents of Hawaii (N=11,542), because population figures for Hawaii residents were used as rate denominators. After exclusions, the total number of hospitalizations eligible for analysis was 303,621.
Race-ethnicity
The HHIC race-ethnicity variable was created from the race-ethnicity categories available consistently across all hospitals in Hawaii from December 2006 through December 2010. Only one primary race is reported, typically from patient self-report at intake. Individuals of mixed race were categorized by their primary racial-ethnic identity.
Psychiatric diagnoses
Mental health hospitalizations were identified by All Patient Refined Diagnosis Related Groups (APR-DRG) codes with 3M Grouper version 29 (
24). APR-DRGs are clinically useful combinations derived from meaningful groupings of discharge
ICD-9-CM codes (
25). Options were schizophrenia, APR-DRG code 750; depression, codes 751 and 754; bipolar disorder, code 753; anxiety disorders, codes 755 and 756; and other, codes 740, 752, and 757–760. Depression was a combination of major depression (APR-DRG code 751) and other depression (code 754) because of small sample sizes of the “other depression” category.
Severity of illness was defined with 3M classification methods, which examine “the extent of physiological decomposition or organ system loss of function” within APR-DRG (
26). The 3M severity-of-illness classification method considers primary and secondary diagnoses and procedures from
ICD-9-CM discharge codes, as well as age, sex, and discharge disposition (
26). Possible illness severity scores range from 1 to 4, with higher scores indicating greater severity (
26).
Length of stay was measured by number of days the patient was hospitalized, as reported in administrative data.
Control variables
Multivariate models included gender, age (grouped as 18–39, 40–64, and ≥65), payer (Medicare, Medicaid, private, and other), and location of residence (Oahu or another Hawaiian island, because health care is generally more readily available on Oahu).
Annual rates
Annual rates of psychiatric hospitalizations overall and for each diagnosis were calculated according to patients’ race-ethnicity. Racial-ethnic population totals were calculated by applying population percentage totals by race-ethnicity from the 2008 Hawaii Health Survey (HHS) (
23) to 2010 U.S. Census population totals (
27). The HHS is a continuous statewide household survey conducted by the Hawai‘i Department of Health. Its racial-ethnic categorization is more congruent with HHIC racial-ethnic categorization than with the U.S. Census. The total estimated adult population in 2010 from the U.S. Census was 1,046,583. Using HHS percentages to calculate adult (≥18 years) population size by race-ethnicity yielded 249,013 (23.6%) white, 251,654 (23.8%) Japanese, 218,164 (20.7%) Native Hawaiian, 162,170 (15.4%) Filipino, and 68,671 (6.5%) Chinese adults. (The remaining 10% were of other race-ethnicity and were thus not relevant to this study.)
After calculating annual rates, we obtained rate ratios (RRs) for each AA/PI group compared with whites. Multivariate negative binomial regression models were then used to calculate RRs adjusted for gender, age, payer, and Oahu residence. These models accounted for overdispersion resulting from possible correlations from multiple visits by the same individual. Although we used whites as the comparison group to facilitate comparability with other studies, we also contrasted AA/PI subgroups with the Japanese because in Hawaii, Japanese have a better health profile than whites (
28).
Other statistical methods
Descriptive statistics were summarized by race-ethnicity and compared with chi square tests and analysis of variance. For severity of illness, proportional odds models were used to estimate odds ratios (ORs) overall and for each psychiatric diagnosis for each AA/PI subgroup, with whites as the reference group. For multivariable analysis of length of stay, we used negative binomial regressions to model individual visit data. Adjusted length-of-stay ratios for subgroups compared with whites were calculated from the regression model for each psychiatric diagnosis type, with adjustment for control variables. Analyses for both the severity of illness and length of stay included additional statistical consideration of multiple visits by unique patients. All analyses were conducted with SAS, version 9.3.
Results
Descriptive results for all psychiatric hospitalizations within each racial-ethnic group are summarized in
Table 1. Out of a total of 303,621 hospitalizations, 10,831 (3.6%) were primarily for a mental health problem. Mean length of stay for psychiatric hospitalizations overall was lowest among whites (7.05 days), followed by Native Hawaiians (7.23), Filipinos (8.82), Japanese (10.25), and Chinese (11.44) (p<.001). Severity of illness for psychiatric hospitalizations overall was also lowest among whites (1.58) as well as Native Hawaiians (1.58), followed by Filipinos (1.67), Chinese (1.71), and Japanese (1.82) (p<.001). Hospitalizations for specific disorders varied in length of stay and severity-of-illness scores across racial-ethnic groups. The exception was anxiety, with the shortest length of stay and lowest severity of illness of all diagnoses, which did not vary significantly across groups.
Hospitalization rates
Table 2 shows the number of psychiatric hospitalizations, annual hospitalization rates per 10,000 patients, and rate ratios across racial-ethnic groups for all psychiatric hospitalizations and for specific diagnostic groups. Fully adjusted RRs are summarized in
Table 3. Chinese had the lowest rate (11.4 per 10,000) of psychiatric hospitalization overall and for all diagnoses except for schizophrenia, which was lowest among Japanese (4.4). Whites had the highest rate of hospitalization for all diagnoses. Among AA/PI groups, Native Hawaiians had the highest psychiatric hospitalization rate overall and for all diagnoses except schizophrenia, which was equally high for Native Hawaiians and Filipinos.
After analyses controlled for age, gender, payer, and living in Oahu, we found that Chinese, Japanese, Filipinos, and Native Hawaiians compared with whites had significantly (p<.001) lower rates of hospitalization overall and for all diagnoses. The only exception was the “other mental disorder” category, which was not significantly different for Chinese compared with whites (
Table 3). [The control variables and their significance are listed in appendix B of the online
data supplement.]
Although psychiatric hospitalization rates were lower for AA/PI groups than for whites, contrasts with Japanese (results not shown in tables) revealed important differences across AA/PI subgroups. For example, compared with all other AA/PI groups, Native Hawaiians had significantly higher rates of hospitalization overall (p=.012) and for depression (p=.002), bipolar disorder (p=.045), and anxiety disorder (p<.001). Compared with Japanese, the adjusted RRs for Native Hawaiians were 1.60 (95% confidence interval [CI]=1.11–2.31) for all psychiatric hospitalizations, 1.84 (CI=1.24–2.72) for depression, 1.47 (CI=1.01–2.14) for bipolar disorder, and 1.96 (CI=1.32–2.91) for anxiety disorders. Filipinos (RR=1.72, CI=1.22–2.42, p=.009), Chinese (RR=1.70, CI=1.14–2.54, p=.002), and Native Hawaiians (RR=1.70, CI=1.21–2.37, p=.002) all had significantly higher adjusted rates of hospitalization for schizophrenia compared with Japanese. Chinese had significantly higher rates of hospitalization for other disorders compared with Japanese (RR=2.18, CI=1.04–4.58, p=.04).
Length of stay and severity of illness
Table 4 shows results from the multivariable models for length of stay and severity of illness. Length of stay was significantly longer for Chinese (OR=1.53), Filipinos (OR=1.20), and Japanese (OR=1.19) compared with whites, whereas severity of illness was significantly higher for Japanese (OR=1.36) and Filipinos (OR=1.30).
Within specific psychiatric diagnoses, Chinese and Japanese with schizophrenia had significantly longer stays, and Filipinos with schizophrenia and Japanese with depression both had significantly greater severity of illness compared with whites.
Discussion
This study provides important, current detail about psychiatric hospitalizations in AA/PI subgroups. Key findings include the following: AA/PI subgroups had lower rates of psychiatric hospitalization than whites overall and for specific psychiatric diagnoses; Native Hawaiians had the highest rates of hospitalization among AA/PI groups for many disorders, including depression, bipolar disorder, and anxiety disorders; and Japanese, Chinese, and Filipinos had higher severity of illness or longer stays relative to whites overall and for several specific psychiatric diagnoses.
The finding that, overall, Asian-American subgroups had lower rates of psychiatric hospitalizations compared with whites is consistent with previous research (
4,
13,
14) and with findings about ethnic differences in mental health services utilization in the 1970s and 1980s (
11,
12). This is notable because the financing and structure of the mental health system have changed considerably. The lower rates of psychiatric hospitalizations among Asian-American groups are difficult to interpret because need for mental health services is not fully known. However, the consistency of the inverse relationship between an ethnic group’s rate of hospitalization and length of stay or illness severity suggests that culture plays an essential role in determining perceived thresholds for acute psychiatric treatment.
Research suggests that Asian Americans are less likely than whites to report need for mental health services (
10). Also, the decision to obtain inpatient mental health care is not an individual decision but depends on providers and is influenced by family (
4,
29). Thus Asian Americans may be less likely to be admitted for psychiatric reasons, may seek care in other venues, or may be cared for at home. Other researchers have found that Asian Americans are less likely than whites to seek mental health care and that Asian families may consider hospitalizing a family member only after other measures fail (
4). Many Asian cultures consider mental illness to be shameful and something that should be kept secret and managed within families (
29). Some Asian groups are more likely to somaticize mental health problems, presenting with headaches, stomachaches, and dizziness rather than depression and anxiety (
12,
15,
29). Cultural factors likely remain strong in Hawaii and may affect population-level inpatient psychiatric utilization.
Although Native Hawaiians had lower rates of psychiatric hospitalization than whites, they had the highest rates of hospitalization among the four AA/PI subgroups overall and for depression, bipolar disorder, and anxiety disorders. This finding emerged in analyses with Japanese as the reference group. The higher rate of psychiatric hospitalization among Native Hawaiians compared with other AA/PI groups has not been noted and may be of concern. Importantly, in population-level studies where Native Hawaiians are combined with Asian-American groups, this significant difference in utilization would be hidden. Other researchers have found a high need for, but low access to, mental health services among Native Hawaiians (
18–
22). This could indicate that Native Hawaiians are not accessing needed mental health services generally (whether due to lack of availability or to social-cultural factors) or that those receiving services are receiving the bulk of their mental health care in hospitals, or both.
Hospitalization rates for schizophrenia showed an interesting pattern by AA/PI group. Although schizophrenia hospitalization rates were lower for all AA/PI groups compared with whites, they were significantly and substantially higher for Filipinos, Chinese, and Native Hawaiians in adjusted comparisons with Japanese as the reference. This detail may highlight an important mental health care utilization issue that would be hidden in combined AA/PI studies.
Our findings suggest that the low rates of psychiatric hospitalization among some AA/PI groups may not indicate a reduced need for mental health services. Asian-American groups had higher severity of illness and longer stays than whites overall and for specific psychiatric diagnoses, particularly depression and schizophrenia. Thus interventions may be needed to increase both awareness about mental health and access to outpatient mental health services among AA/PI groups (
4,
14).
Hawaii has unique characteristics that may not be generalizable to other locations. In particular, many AA/PIs living in the continental United States may lack the strong AA/PI cultural context of Hawaii; thus trends for AA/PI psychiatric inpatient service use may differ between island and mainland communities. Although some factors may vary, the Hawaii study setting also offered some strengths. Lack of insurance is low and did not vary among groups. Also, no racial-ethnic group forms a majority culture, making discrimination-based explanations for differences less likely. Also, as the United States becomes more diverse, the multicultural nature of Hawaii represents the future of much of the nation, particularly in states such as California and in urban communities such as New York City, where Asian populations are high or rapidly growing.
Compared with the national psychiatric hospitalization rates described by Blader (
2), Hawaii’s psychiatric hospitalization rates were significantly lower. Perhaps an explanation for this difference is that we used only specific APR-DRG mental health categories to define psychiatric hospitalizations, whereas Blader used the National Hospital Discharge Survey, a national sample that used a sampling frame that included psychiatric hospitals and dementia diagnoses (
2). We used, instead, a methodology similar to that used by Saba and colleages (
30) in a study with the Nationwide Inpatient Sample, which found that 3.4% of stays primarily resulted from hospitalization associated with a mental disorder, similar to our rate of 3.6%.
Although we adjusted in statistical models for individuals with multiple psychiatric admissions, the issue of readmission is important to consider in future studies, given that the readmission “door may turn faster for some minorities, especially new immigrants because they possess fewer resources . . . to maintain them in the community” (
4).
Another study limitation is that some AA/PI groups are getting care for mental health needs under somatic diagnoses (
15). Also, variation in the
ICD-9-CM codes indicated by clinicians could affect racial-ethnic classification by APR-DRG. Because of these factors and other cultural differences discussed above, the patterns of psychiatric inpatient services may not truly represent the need for mental health care across these AA/PI communities. Another possibility is that whites are overutilizing services.
There also may be an issue with the denominators used in rate calculations (
31). We used the HHS, which has higher population estimates for Native Hawaiians than does the U.S. Census (
31). If we were to use U.S. Census estimates as denominators, the hospitalization rates for Native Hawaiians would be even higher, because the U.S. Census estimated that 10% of Hawaii’s population was Native Hawaiian (
27) (versus 21% by HHS).
Recent studies that have considered differences in AA/PI subgroups in mental health service utilization have not addressed inpatient utilization specifically and have focused on sociodemographic factors, such as nativity, and discrimination in relation to utilization (
9,
32). These factors would be useful to consider in relation to hospitalization, although they are not typically included in administrative data. This is an important area for further research.
Another important area to consider in future research is pathways to care (
8), particularly through psychiatric emergency services, which are affected by race-ethnicity, age, substance abuse and dependence, and other factors (
33). Considering how AA/PI race-ethnicity affects utilization of these services and how such use affects inpatient admission by race-ethnicity for a mental health problem may be an important area for further research.