Estimating Human Exposure to Rat Lungworm (Angiostrongylus cantonensis) on Hawai'i Island: A Pilot Study.

Angiostrongylus cantonensis is a zoonotic, parasitic nematode causing angiostrongyliasis or rat lungworm disease. Clinical diagnosis in humans is currently confirmed by detection of parasite DNA in cerebrospinal fluid. This study estimated human exposure to A. cantonensis in volunteer participants solicitated via public venues on east Hawai'i Island using blood-based tests. Antibodies were screened in sera by crude antigen ELISA, followed by a 31-kDa dot-blot test developed and validated in Thailand. Human participants (n = 435) donated blood samples and completed a questionnaire to self-report relevant symptomology or clinical diagnosis. Among symptoms reported by participants diagnosed by licensed clinicians, headaches, high eosinophil counts, stiff neck, fatigue, and joint pain were most severe during the initial 3 months of infection. ELISA results revealed 22% of the serum samples as positive, 46% as equivocal, and 32% as negative. A subset of 186 samples was tested by dot blot, with 30% testing positive and 70% testing negative. A significantly higher mean ELISA value was found among recently (2014-2015) clinically diagnosed participants as than among those with a diagnosis before 2010 (P = 0.027). All dot-blot positives were also ELISA positive and were significantly associated with higher ELISA values compared with dot-blot negatives (P = 0.0001). These results suggest that an ELISA using crude antigen isolated from adult A. cantonensis from Hawai'i may be an effective initial screening method for estimating exposure to A. cantonensis in Hawai'i and likewise suggest that dot-blot tests using the 31-kDa antigen exhibit efficacy as a diagnostic for exposure.

Patient Perspectives in Comparing Hospitals for Childbirth: Insights from Hawai'i.

Childbirth is a national priority area for healthcare quality improvement. Patient perspectives are increasingly valued in healthcare, yet Asian American and Pacific Islander (AAPI) perspectives of healthcare quality are often understudied, particularly from individuals with limited English proficiency (LEP). Our study goal was to understand factors that consumers in Hawai'i, including AAPI and those with LEP, use to compare patient care in hospitals, especially for childbirth. A total of 400 women ages 18 years and older with a recent childbirth completed an in-person interview in English (n=291), Tagalog (n=42), Chinese (n=36), or Marshallese (n=31) on O'ahu, Hawai'i. Participants described if (yes/no), and how (open-ended), they believed hospitals in the state varied in providing patient care. Open-ended responses were coded by two independent raters using the framework approach. Respondents were 53.3% Asian, 30.8% Pacific Islander, 13.5% White, and 2.5% other race/ethnicity; 17.8% reported limited English proficiency. Overall, 66.8% of respondents affirmed that local hospitals varied in patient care; Marshallese, other Pacific Islanders, and non-English speakers were significantly less likely to say that Hawai'i hospitals varied in patient care. Among those who endorsed hospital variation, commonly reported themes about this variation were: (1) patient experience, (2) patient overall impression, (3) childbirth options (eg, waterbirths), (4) staff, (5) facilities (eg, "emergency capabilities"), (6) high-tech levels of care, and (7) the hospital's area of focus (eg, "women and children"). We provide insights into factors that diverse patients use to compare patient care in hospitals in Hawai'i to add value, relevance, and engagement to healthcare quality research and dissemination efforts.

Community-acquired and hospital-acquired medication harm among older inpatients and impact of a state-wide medication management intervention.

BACKGROUND: We previously reported reduction in the rate of hospitalisations with medication harm among older adults with our 'Pharm2Pharm' intervention, a pharmacist-led care transition and care coordination model focused on best practices in medication management. The objectives of the current study are to determine the extent to which medication harm among older inpatients is 'community acquired' versus 'hospital acquired' and to assess the effectiveness of the Pharm2Pharm model with each type. METHODS: After a 3-year baseline, six non-federal general acute care hospitals with 50 or more beds in Hawaii implemented Pharm2Pharm sequentially. The other five such hospitals served as the comparison group. We measured frequencies and quarterly rates of admissions among those aged 65 and older with 'community-acquired' (International Classification of Diseases-coded as present on admission) and 'hospital-acquired' (coded as not present on admission) medication harm per 1000 admissions from 2010 to 2014. RESULTS: There were 189 078 total admissions from 2010 through 2014, 7% of which had one or more medication harm codes. There were 16 225 medication harm codes, 70% of which were community-acquired, among these 13 795 admissions. The varied times when the intervention was implemented across hospitals were associated with a significant reduction in the rate of admissions with community-acquired medication harm compared with non-intervention hospitals (p=0.001), and specifically harm by anticoagulants (p<0.0001) and by medications in therapeutic use (p<0.001). The hospital-acquired medication harm rate did not change. The rate of admissions with community-acquired medication harm was reduced by 4.28 admissions per 1000 admissions per quarter in the Pharm2Pharm hospitals relative to the comparison hospitals. CONCLUSION: The Pharm2Pharm model is an effective way to address the growing problem of community-acquired medication harm among high-risk, chronically ill patients. This model demonstrates the importance of deploying specially trained pharmacists in the hospital and in the community to systematically identify and resolve drug therapy problems.

Gender Differences in the Rate of 30-Day Readmissions after Percutaneous Coronary Intervention for Acute Coronary Syndrome.

BACKGROUND: It has been reported that women have higher 30-day readmission rates than men after acute coronary syndrome (ACS). However, readmission after percutaneous coronary intervention (PCI) for ACS is a distinct subset of patients in whom gender differences have not been adequately studied. METHODS: Hawaii statewide hospitalization data from 2010 to 2015 were assessed to compare gender differences in 30-day readmission rates among patients hospitalized with ACS who underwent PCI during the index hospitalization. Readmission diagnoses were categorized using an aggregated version of the Centers for Medicare and Medicaid Services Condition Categories. Multivariable logistic regression was applied to evaluate the effect of gender on the 30-day readmission rate. RESULTS: A total of 5,354 patients (29.4% women) who were hospitalized with a diagnosis of ACS and underwent PCI were studied. Overall, women were older, with more identified as Native Hawaiian, and had a higher prevalence of cardiovascular risk factors compared with men. The 30-day readmission rate was 13.9% in women and 9.6% in men (p < .0001). In the multivariable model, female gender (odds ratio [OR], 1.32; 95% confidence interval [CI], 1.09-1.60), Medicaid (OR, 1.48; 95% CI, 1.07-2.06), Medicare (1.72; 95% CI, 1.35-2.19), heart failure (1.88; 95% CI, 1.53-2.33), atrial fibrillation (OR, 1.54; 95% CI-1.21-1.95), substance use (OR, 1.88; 95% CI, 1.27-2.77), history of gastrointestinal bleeding (OR, 2.43; 95% CI, 1.29-4.58), and chronic kidney disease (OR, 1.78; 95% CI, 1.42-2.22) were independent predictors of 30-day readmissions. Readmission rates were highest during days 1 through 6 (peak, day 3) after discharge. The top three cardiac causes of readmissions were heart failure, recurrent angina, and recurrent ACS. CONCLUSIONS: Female gender is an independent predictor of 30-day readmission after ACS that requires PCI. Our finding suggests women are at a higher risk of post-ACS cardiac events such as heart failure and recurrent ACS, and further gender-specific intervention is needed to reduce 30-day readmission rate in women after ACS.

Understanding of Key Obstetric Quality Terminology by Asian and Pacific Islander Subgroups: Implications for Patient Engagement and Health Equity.

Introduction Comprehension of healthcare terminology across diverse populations is critical to patient education and engagement. Methods Women in Oahu, Hawai'i with a recent delivery were interviewed about their understanding of ten common obstetric terms. Health literacy was assessed by the rapid estimate of adult literacy in medicine (REALM). Multivariable models predicted total terms comprehended by demographic factors. Results Of 269 participants, self-reported primary race was 20.5% Japanese, 19.0% Native Hawaiian, 19.0% White, 16.7% Filipino, 11.5% other Asian, 9.7% other Pacific Islander, and 3.7% other race/ethnicity; 12.7% had low health literacy. On average, participants understood 6.0 (SD: 2.2) of ten common obstetric terms. Comprehension varied by term, ranging from 97.8% for "Breastfeeding" to 27.5% for "VBAC routinely available." Models showed (1) being Filipino, Japanese, Native Hawaiian, or other Pacific Islander (vs. white); (2) having low (vs. adequate) health literacy; (3) having a high school (vs. a college) degree; and (4) being under 25-years-old (vs. 35 +) were significantly associated with less comprehension. Discussion Participants were unfamiliar with common obstetrics terminology. Comprehension struggles were more common among populations with maternal health disparities, including Asian and Pacific Islander subgroups, and those with low health literacy.

Thirty-Day Inpatient Readmissions for Asian American and Pacific Islander Subgroups Compared With Whites.

Asian and Pacific Islander (API) 30-day potentially preventable readmissions (PPRs) are understudied. Hawaii Health Information Corporation data from 2007-2012 statewide adult hospitalizations ( N = 495,910) were used to compare API subgroup and White PPRs. Eight percent of hospitalizations were PPRs. Seventy-two percent of other Pacific Islanders, 60% of Native Hawaiians, and 52% of Whites with a PPR were 18 to 64 years, compared with 22% of Chinese and 21% of Japanese. In multivariable models including payer, hospital, discharge year, residence location, and comorbidity, PPR disparities existed for some API subpopulations 65+ years, including Native Hawaiian men (odds ratio [OR] = 1.14; 95% confidence interval [CI] = 1.04-1.24), Filipino men (OR = 1.19; 95% CI = 1.04-1.38), and other Pacific Islander men (OR = 1.30; 95% CI = 1.19-1.43) and women (OR = 1.23; 95% CI = 1.02-1.51) compared with Whites, while many API groups 18 to 64 years had significantly lower PPR odds. Distinct PPR characteristics across API subpopulations and age groups can inform policy and practice. Further research should determine why elderly API have higher PPR rates, while nonelderly rates are lower.

Key Factors in Obstetric Delivery Decision-Making among Asian and Pacific Islander Women by English Proficiency.

Childbirth is the most common reason women are hospitalized in the United States. Understanding (1) how expectant mothers gather information to decide where to give birth, and (2) who helps make that decision, provides critical health communication and decision-making insights. Diverse Asian American and Pacific Islander (AA/PI) perspectives on such topics are understudied, particularly among those with limited English proficiency (LEP). LEP is defined as having a limited ability to read, write, speak, or understand English. To address this research gap, we interviewed 400 women (18+ years) with a recent live birth on O'ahu, Hawai'i. Participants completed a 1-hour, in-person interview in English (n=291), Tagalog (n=42), Chinese (n=36), or Marshallese (n=31). Women were asked (1) what information was most important in deciding where to deliver and why; and (2) who participated in the decision-making and why. Responses were compared by LEP (n=71; 18%) vs English-proficient (n=329; 82%) in qualitative and quantitative analyses. Both LEP and English-proficient participants reported their obstetrician as the most important source of health information. Significantly more LEP participants valued advice from family or acquaintances as important sources of information compared to English-proficient participants. The top three health decision-makers for both those with LEP and English-proficient participants were themselves, their obstetrician, and their spouse, which did not differ significantly by language proficiency. These findings provide insights into health information sources and decision-making across diverse AA/PI populations, including those with LEP, and can help direct health interventions such as disseminating patient education and healthcare quality information.

Racial-ethnic Disparities in Postpartum Hemorrhage in Native Hawaiians, Pacific Islanders, and Asians.

The objective of this study was to assess racial-ethnic differences in the prevalence of postpartum hemorrhage (PPH) among Native Hawaiians and other Pacific Islanders (NHOPI), Asians, and Whites. We performed a retrospective study on statewide inpatient data for delivery hospitalizations in Hawai'i between January 1995 and December 2013. A total of 243,693 in-hospital delivery discharges (35.0% NHOPI, 44.0% Asian, and 21.0% White) were studied. Among patients with PPH, there were more NHOPI (37.1%) and Asians (47.6%), compared to Whites (15.3%). Multivariable logistic regression was used to assess the impact of maternal race-ethnicity on the prevalence of PPH after adjusting for delivery type, labor induction, prolonged labor, multiple gestation, gestational hypertension, gestational diabetes, preeclampsia, chorioamnionitis, placental abruption, placenta previa, obesity, and period with different diagnostic criteria for preeclampsia. In the multivariable analyses, NHOPI (adjusted odds ratio [aOR], 1.40; 95% confidence interval [CI], 1.32-1.48) and Asians (aOR, 1.45; 95% CI, 1.37-1.53) were more likely to have PPH compared to Whites. In the secondary analyses of 12,142 discharges with PPH, NHOPI and Asians had higher prevalence of uterine atony than Whites (NHOPI: 77.2%, Asians: 73.9% vs Whites: 65.1%, P < .001 for both comparisons).

Reductions in Medication-Related Hospitalizations in Older Adults with Medication Management by Hospital and Community Pharmacists: A Quasi-Experimental Study.

OBJECTIVES: To evaluate the association between a system of medication management services provided by specially trained hospital and community pharmacists (Pharm2Pharm) and rates and costs of medication-related hospitalization in older adults. DESIGN: Quasi-experimental interrupted time series design comparing intervention and nonintervention hospitals using a mixed-effects analysis that modeled the intervention as a time-dependent variable. SETTING: Sequential implementation of Pharm2Pharm at six general nonfederal acute care hospitals in Hawaii with more than 50 beds in 2013 and 2014. All five other such hospitals served as a contemporaneous comparison group. PARTICIPANTS: Adult inpatients who met criteria for being at risk for medication problems (N = 2,083), 62% of whom were aged 65 or older. INTERVENTION: A state-wide system of medication management services provided by specially trained hospital and community pharmacists serving high-risk individuals from hospitalization through transition to home and for up to 1 year after discharge. MEASUREMENTS: Medication-related hospitalization rate per 1,000 admissions of individuals aged 65 and older, adjusted for case mix; estimate of costs of hospitalizations and actual costs of pharmacist services. RESULTS: The predicted, case mix-adjusted medication-related hospitalization rate of individuals aged 65 and older was 36.5% lower in the Pharm2Pharm hospitals after implementation than in the nonintervention hospitals (P = .01). The estimated annualized cost of avoided admissions was $6.6 million. The annual cost of the pharmacist services for all Pharm2Pharm participants was $1.8 million. CONCLUSION: The Pharm2Pharm model was associated with an estimated 36% reduction in the medication-related hospitalization rate for older adults and a 2.6:1 return on investment, highlighting the value of pharmacists as drug therapy experts in geriatric care.

Ethnic Comparison of 30-Day Potentially Preventable Readmissions After Stroke in Hawaii.

BACKGROUND AND PURPOSE: Ethnic disparities in readmission after stroke have been inadequately studied. We sought to compare potentially preventable readmissions (PPR) among a multiethnic population in Hawaii. METHODS: Hospitalization data in Hawaii from 2007 to 2012 were assessed to compare ethnic differences in 30-day PPR after stroke-related hospitalizations. Multivariable models using logistic regression were performed to assess the impact of ethnicity on 30-day PPR after controlling for age group (<65 and ≥65 years), sex, insurance, county of residence, substance use, history of mental illness, and Charlson Comorbidity Index. RESULTS: Thirty-day PPR was seen in 840 (8.4%) of 10 050 any stroke-related hospitalizations, 712 (8.7%) of 8161 ischemic stroke hospitalizations, and 128 (6.8%) of 1889 hemorrhagic stroke hospitalizations. In the multivariable models, only the Chinese ethnicity, compared with whites, was associated with 30-day PPR after any stroke hospitalizations (odds ratio [OR] [95% confidence interval {CI}], 1.40 [1.05-1.88]) and ischemic stroke hospitalizations (OR, 1.42 [CI, 1.04-1.96]). When considering only one hospitalization per individual, the impact of Chinese ethnicity on PPR after any stroke hospitalization (OR, 1.22 [CI, 0.89-1.68]) and ischemic stroke hospitalization (OR, 1.21 [CI, 0.86-1.71]) was attenuated. Other factors associated with 30-day PPR after any stroke hospitalizations were Charlson Comorbidity Index (per unit increase) (OR, 1.21 [CI, 1.18-1.24]), Medicaid (OR, 1.42 [CI, 1.07-1.88]), Hawaii county (OR, 0.78 [CI, 0.62-0.97]), and mental illness (OR, 1.37 [CI, 1.10-1.70]). CONCLUSIONS: In Hawaii, Chinese may have a higher risk of 30-day PPR after stroke compared with whites. However, this seems to be driven by the high number of repeated PPR within the Chinese ethnic group.

Comparison of Primary Cesarean Delivery Rates Among Low-Risk Women in Urban and Rural Hospitals in Hawaii.

Objective The purpose of this study was to examine primary cesarean delivery rates among women with low risk pregnancies in urban and rural hospitals in Hawaii. Methods This is a retrospective study of all low-risk women (term, vertex, singleton) who had a primary cesarean delivery in any Hawaii hospital from 2010 to 2011 using a statewide health information database. Hospitals were divided into two categories: rural and urban. Results Of the 27,096 women who met criteria for this study, 7105 (26.2 %) delivered in a rural hospital. Low-risk women who delivered in a rural hospital had a primary cesarean delivery rate of 18.5 % compared to 11.8 % in the urban hospitals, p < .0001. Low-risk women who delivered at rural hospitals had significantly higher unadjusted and adjusted odds ratios for cesarean delivery. The association with rural hospital was stronger after adjusting for confounders, aOR 2.47 (95 % CI 2.23-2.73) compared to unadjusted OR 1.70 (95 % CI 1.58-1.83) for primary cesarean delivery. Conclusions on practice In a geographically isolated population, rates of primary cesarean delivery among low-risk women are significantly higher in rural hospitals. This disparity should be investigated further.

Health Disparities in Native Hawaiians and Other Pacific Islanders Following Hysterectomy for Endometrial Cancer.

The current study was undertaken to assess disparities in 5 year admission rates and mortality following hysterectomy for endometrial cancer in the State of Hawai'i. Data from the Hawai'i Health Information Corporation was utilized to determine five-year admission rates and overall mortality. Native Hawaiian and Other Pacific Islander (NHOPI) patients were compared to non-NHOPI patients for the period January 1, 2007 to December 31, 2013. Secondary admission rates were significantly higher for NHOPI patients compared to non-NHOPI patients (P=.02). Overall mortality was not different. NHOPI patients living on Oahu were less likely to live in Honolulu (P=.01), were more likely to have government insurance (P=.01), and were significantly younger (P=.02) than non-NHOPI patients. The findings suggest that race, insurance, and demographic factors are interrelated and are associated with disparities following surgery for endometrial cancer.

Differences in severity at admission for heart failure between rural and urban patients: the value of adding laboratory results to administrative data.

BACKGROUND: Rural/urban variations in admissions for heart failure may be influenced by severity at hospital presentation and local practice patterns. Laboratory data reflect clinical severity and guide hospital admission decisions and treatment for heart failure, a costly chronic illness and a leading cause of hospitalization among the elderly. Our main objective was to examine the role of laboratory test results in measuring disease severity at the time of admission for inpatients who reside in rural and urban areas. METHODS: We retrospectively analyzed discharge data on 13,998 hospital discharges for heart failure from three states, Hawai'i, Minnesota, and Virginia. Hospital discharge records from 2008 to 2012 were derived from the State Inpatient Databases of the Healthcare Cost and Utilization Project, and were merged with results of laboratory tests performed on the admission day or up to two days before admission. Regression models evaluated the relationship between clinical severity at admission and patient urban/rural residence. Models were estimated with and without use of laboratory data. RESULTS: Patients residing in rural areas were more likely to have missing laboratory data on admission and less likely to have abnormal or severely abnormal tests. Rural patients were also less likely to be admitted with high levels of severity as measured by the All Patient Refined Diagnosis Related Groups (APR-DRG) severity subclass, derivable from discharge data. Adding laboratory data to discharge data improved model fit. Also, in models without laboratory data, the association between urban compared to rural residence and APR-DRG severity subclass was significant for major and extreme levels of severity (OR 1.22, 95% CI 1.03-1.43 and 1.55, 95% CI 1.26-1.92, respectively). After adding laboratory data, this association became non-significant for major severity and was attenuated for extreme severity (OR 1.12, 95% CI 0.94-1.32 and 1.43, 95% CI 1.15-1.78, respectively). CONCLUSION: Heart failure patients from rural areas are hospitalized at lower severity levels than their urban counterparts. Laboratory test data provide insight on clinical severity and practice patterns beyond what is available in administrative discharge data.

Racial/Ethnic Disparities in the Association Between Preeclampsia Risk Factors and Preeclampsia Among Women Residing in Hawaii.

Objective To assess differences in the rates of preeclampsia among a multiethnic population in Hawaii. Methods We performed a retrospective study on statewide inpatient data for delivery hospitalizations in Hawaii between January 1995 and December 2013. Multivariable logistic regression was used to assess the impact of maternal race/ethnicity on the rates of preeclampsia after adjusting for age, multiple gestation, multiparity, chronic hypertension, pregestational diabetes, obesity and smoking. Results A total of 271,569 hospital discharges for delivery were studied. The rates of preeclampsia ranged from 2.0 % for Chinese to 4.6 % for Filipinos. Preeclampsia rates were higher among Native Hawaiians who are age <35 and non-obese (OR 1.54; 95 % CI 1.43-1.66), age ≥35 and non-obese (OR 2.31; 95 % CI 2.00-2.68), age ≥35 and obese (OR 1.80; 95 % CI 1.24-2.60); other Pacific Islanders who are age <35 and non-obese (OR 1.40; 95 % CI 1.27-1.54), age ≥35 and non-obese (OR 2.18; 95 % CI 1.79-2.64), age ≥35 and obese (OR 1.68; 95 % CI 1.14-2.49); and Filipinos who are age <35 and non-obese (OR 1.55; 95 % CI 1.43-1.67), age ≥35 and non-obese (OR 2.26; 95 % CI 1.97-2.60), age ≥35 and obese (OR 1.64; 95 % CI 1.04-2.59) compared to whites. Pregestational diabetes (OR 3.41; 95 % CI 3.02-3.85), chronic hypertension (OR 5.98; 95 % CI 4.98-7.18), and smoking (OR 1.19; 95 % CI 1.07-1.33) were also independently associated with preeclampsia. Conclusions for Practice In Hawaii, Native Hawaiians, other Pacific Islanders and Filipinos have a higher risk of preeclampsia compared to whites. For these high-risk ethnic groups, more frequent monitoring for preeclampsia may be needed.

Younger and Sicker: Comparing Micronesians to Other Ethnicities in Hawaii.

OBJECTIVES: We compared the age at admission and the severity of illness of hospitalized Micronesians with 3 other racial/ethnic groups in Hawaii. METHODS: With Hawaii Health Information Corporation inpatient data, we determined the age at admission and the severity of illness for 162,152 adult, non-pregnancy-related hospital discharges in Hawaii from 2010 to 2012. We performed multivariable linear regression analyses within major disease categories by racial/ethnic group. We created disease categories with all patient refined-diagnosis related groups. RESULTS: Hospitalized Micronesians were significantly younger at admission than were comparison racial/ethnic groups across all patient refined-diagnosis related group categories. The severity of illness for Micronesians was significantly higher than was that of all comparison racial/ethnic groups for cardiac and infectious diseases, higher than was that of Whites and Japanese for cancer and endocrine hospitalizations, and higher than was that of Native Hawaiians for substance abuse hospitalizations. CONCLUSIONS: Micronesians were hospitalized significantly younger and often sicker than were comparison populations. Our results will be useful to researchers, state governments, and hospitals, providers, and health systems for this vulnerable group.

Maternal language and adverse birth outcomes in a statewide analysis.

Limited English proficiency is associated with disparities across diverse health outcomes. However, evidence regarding adverse birth outcomes across languages is limited, particularly among U.S. Asian and Pacific Islander populations. The study goal was to consider the relationship of maternal language to birth outcomes using statewide hospitalization data. Detailed discharge data from Hawaii childbirth hospitalizations from 2012 (n = 11,419) were compared by maternal language (English language or not) for adverse outcomes using descriptive and multivariable log-binomial regression models, controlling for race/ethnicity, age group, and payer. Ten percent of mothers spoke a language other than English; 93% of these spoke an Asian or Pacific Islander language. In multivariable models, compared to English speakers, non-English speakers had significantly higher risk (adjusted relative risk [ARR]: 2.02; 95% confidence interval [CI]: 1.34-3.04) of obstetric trauma in vaginal deliveries without instrumentation. Some significant variation was seen by language for other birth outcomes, including an increased rate of primary Caesarean sections and vaginal births after Caesarean, among non-English speakers. Non-English speakers had approximately two times higher risk of having an obstetric trauma during a vaginal birth when other factors, including race/ethnicity, were controlled. Non-English speakers also had higher rates of potentially high-risk deliveries.

Improving Accuracy and Relevance of Race/Ethnicity Data: Results of a Statewide Collaboration in Hawaii.

Current race/ethnicity categories established by the U.S. Office of Management and Budget are neither reliable nor valid for understanding health disparities or for tracking improvements in this area. In Hawaii, statewide hospitals have collaborated to collect race/ethnicity data using a standardized method consistent with recommended practices that overcome the problems with the federal categories. The purpose of this observational study was to determine the impact of this collaboration on key measures of race/ethnicity documentation. After this collaborative effort, the number of standardized categories available across hospitals increased from 6 to 34, and the percent of inpatients with documented race/ethnicity increased from 88 to 96%. This improved standardized methodology is now the foundation for tracking population health indicators statewide and focusing quality improvement efforts. The approach used in Hawaii can serve as a model for other states and regions. Ultimately, the ability to standardize data collection methodology across states and regions will be needed to track improvements nationally.

Inpatient Hospitalization Costs: A Comparative Study of Micronesians, Native Hawaiians, Japanese, and Whites in Hawai'i.

Considerable interest exists in health care costs for the growing Micronesian population in the United States (US) due to their significant health care needs, poor average socioeconomic status, and unique immigration status, which impacts their access to public health care coverage. Using Hawai'i statewide impatient data from 2010 to 2012 for Micronesians, whites, Japanese, and Native Hawaiians (N = 162,152 hospitalizations), we compared inpatient hospital costs across racial/ethnic groups using multivariable models including age, gender, payer, residence location, and severity of illness (SOI). We also examined total inpatient hospital costs of Micronesians generally and for Medicaid specifically. Costs were estimated using standard cost-to-charge metrics overall and within nine major disease categories determined by All Patient Refined Diagnosis Related Groups. Micronesians had higher unadjusted hospitalization costs overall and specifically within several disease categories (including infectious and heart diseases). Higher SOI in Micronesians explained some, but not all, of these higher costs. The total cost of the 3486 Micronesian hospitalizations in the three-year study period was $58.1 million and 75% was covered by Medicaid; 23% of Native Hawaiian, 3% of Japanese, and 15% of white hospitalizations costs were covered by Medicaid. These findings may be of particular interests to hospitals, Medicaid programs, and policy makers.

Racial/Ethnic-Specific Reference Intervals for Common Laboratory Tests: A Comparison among Asians, Blacks, Hispanics, and White.

Reference intervals (RIs) for common clinical laboratory tests are usually not developed separately for different subpopulations. The aim of this study was to investigate racial/ethnic differences in RIs of common biochemical and hematological laboratory tests using the National Health and Nutrition Examination Survey (NHANES) 2011-2012 data. This current study included 3,077 participants aged 18-65 years who reported their health status as "Excellent," "Very good," or "Good," with known race/ethnicity as white, black, Hispanic, or Asian. Quantile regression analyses adjusted for sex were conducted to evaluate racial/ethnic differences in the normal ranges of 38 laboratory tests. Significant racial/ethnic differences were found in almost all laboratory tests. Compared to whites, the normal range for Asians significantly shifted to higher values in globulin and total protein and to lower values in creatinine, hematocrit, hemoglobin, mean cell hemoglobin, mean cell hemoglobin concentration, and mean platelet volume. These results indicate that racial/ethnic subpopulations have unique distributions in the labortoary tests and race/ethnicity may need to be incorporated in the development of their RIs. Establishment of racial/ethnic-specific RIs may have significant clinical and public health implication for more accurate disease diagnosis and appropriate treatment to improve quality of patient care, especially for a state with diverse racial/ethnic subpopuations such as Hawai'i.