Socioeconomic factors impact quality of life outcomes and olfactory measures in chronic rhinosinusitis

Impact of sociodemographic status and sex on chronic rhinosinusitis and olfaction in people with cystic fibrosis

BACKGROUND

Sociodemographic status (SDS) including race/ethnicity and socioeconomic status as approximated by education, income, and insurance status impact pulmonary disease in people with cystic fibrosis (PwCF). The relationship between SDS and chronic rhinosinusitis (CRS) remains understudied.

METHODS

In a prospective, multi-institutional study, adult PwCF completed the 22-Question SinoNasal Outcome Test (SNOT-22), Smell Identification Test (SIT), Questionnaire of Olfactory Disorder Negative Statements (QOD-NS), and Cystic Fibrosis Questionnaire-Revised (CFQ-R). Lund-Kennedy scores, sinus computed tomography, and clinical data were collected. Data were analyzed across race/ethnicity, sex, and socioeconomic factors using multivariate regression.

RESULTS

Seventy-three PwCF participated with a mean age of 34.7 ± 10.9 years and 49 (67.1%) were female. Linear regression identified that elexacaftor/tezacaftor/ivacaftor (ETI) use (β = ‒4.09, 95% confidence interval [CI] [‒6.08, ‒2.11], p < 0.001), female sex (β = ‒2.14, 95% CI [‒4.11, ‒0.17], p = 0.034), and increasing age (β = ‒0.14, 95% CI [‒0.22, ‒0.05], p = 0.003) were associated with lower/better endoscopy scores. Private health insurance (β = 17.76, 95% CI [5.20, 30.32], p = 0.006) and >16 educational years (β = 13.50, 95% CI [2.21, 24.80], p = 0.020) were associated with higher baseline percent predicted forced expiratory volume in one second (ppFEV1). Medicaid/Medicare insurance was associated with worse endoscopy scores, CFQ-R respiratory scores, and ppFEV1 (all p < 0.017), and Hispanic/Latino ethnicity was associated with worse SNOT-22 scores (p = 0.047), prior to adjustment for other cofactors. No other SDS factors were associated with SNOT-22, QOD-NS, or SIT scores.

CONCLUSIONS

Differences in objective measures of CRS severity exist among PwCF related to sex, age, and ETI use. Variant status and race did not influence patient-reported CRS severity measures or olfaction in this study. Understanding how these factors impact response to treatment may improve care disparities among PwCF.

CLINICAL TRIALS

NCT04469439.

Health care disparities and chronic rhinosinusitis: Does neighborhood disadvantage impact outcomes in sinonasal disease?

OBJECTIVE

Socioeconomic status (SES) is linked to health outcomes but has not been well studied in patients with chronic rhinosinusitis (CRS). The area deprivation index (ADI) is a comprehensive measure of geographic SES that ranks neighborhood disadvantage. This investigation used ADI to understand the impact of neighborhood disadvantage on CRS treatment outcomes.

METHODS

A total of 642 study participants with CRS were prospectively enrolled and self-selected endoscopic sinus surgery (ESS) or continued appropriate medical therapy as treatment. The 22-item SinoNasal Outcome Test (SNOT-22) and Medical Outcomes Study Questionnaire Short-Form 6-D (SF-6D) health utility value scores were recorded pre- and post-treatment. Using residence zip codes, national ADI scores were retrospectively assigned to patients. Spearman's correlation coefficients (Rs) and Cramer's V effect size (φc ) with 95% confidence interval (CI) were calculated.

RESULTS

A history of ESS was associated with significantly worse ADI scores compared to no history of ESS (φc  = 0.18; 95% CI: 0.10, 0.25; p < 0.001). Baseline total SNOT-22 (Rs = 0.14; 95% CI: 0.06, 0.22; p < 0.001) and SF-6D values (Rs = -0.20; 95% CI: -0.27, -0.12; p < 0.001) were significantly negatively correlated with national ADI rank. No significant correlations between ADI and within-subject improvement, or achievement of >1 minimal clinically important difference, in SNOT-22 or SF-6D scores after treatment were found.

CONCLUSIONS

Geographic socioeconomic deprivation was associated with worse baseline disease severity and history of prior surgical intervention. However, ADI did not correlate with improvement in disease-specific outcomes. The impact of socioeconomic deprivation on outcomes in CRS requires further investigation.

Biological sex as a modulator in rhinologic anatomy, physiology, and pathology: A scoping review

BACKGROUND

Biological sex is increasingly recognized as a critical variable in health care. The authors reviewed the current literature regarding sex-based differences in rhinology to summarize the data and identify critical knowledge gaps.

METHODS

A scoping review was conducted. Publications reporting sex-based differences in anatomy, physiology, and pathology focusing on disease prevalence, disease burden, and outcomes in rhinology were identified.

RESULTS

Seventy-five relevant manuscripts were identified. While paranasal sinuses are of similar size at birth, they become larger in males leading to differences in ostium location. Females outperform males in olfactory identification but only in the 18- to 50-year age group. Estrogen and progesterone administration can impact muscarinic and α1 -adrenergic nasal mucosa receptor density. Chronic rhinosinusitis (CRS) and CRS without nasal polyps are more prevalent in females while CRS with nasal polyps is more prevalent in males. CRS symptom burden is higher in females before and after endoscopic sinus surgery; however, no difference in endoscopic sinus surgery utilization was found based on sex. Allergic rhinitis is more common in males before puberty and in females after puberty. Epistaxis is more prevalent in males and postmenopausal females compared with premenopausal females, perhaps from differences in sex-hormonal and hypertension status. In nasopharyngeal carcinoma, the incidence of sinus abnormalities was higher in males than females.

CONCLUSIONS

Although many sex-based differences exist in rhinology, further research is necessary to offer evidence-based treatment guidelines. Gonadal hormones should be studied as a therapeutic in rhinologic pathology as baseline physiologic differences exist such as those found in nasal mucosa receptor density.

Healthcare Disparities in Otolaryngology

Purpose of Review

The purpose of this review is to summarize some of the recent research studies on healthcare disparities across various subspecialties within otolaryngology. This review also highlights the impact of COVID-19 pandemic on disparities and proposes potential interventions to mitigate disparities.

Recent Findings

Significant healthcare disparities in care and treatment outcomes have been reported across all areas of otolaryngology. Notable differences in survival, disease recurrence, and overall mortality have been noted based on race, ethnicity, socioeconomic status (SES), insurance status, etc. This is most well-researched in head and neck cancer (HNC) within otolaryngology.

Summary

Healthcare disparities have been identified by numerous research studies within otolaryngology for many vulnerable groups that include racial and ethnic minority groups, low-income populations, and individuals from rural areas among many others. These populations continue to experience suboptimal access to timely, quality otolaryngologic care that exacerbate disparities in health outcomes.

The Impact of Social Determinants and Air Pollution on Healthcare Disparities in Chronic Rhinosinusitis With Nasal Polyps

BACKGROUND/OBJECTIVE

Multiple factors affect healthcare disparities in chronic rhinosinusitis (CRS) with and without nasal polyps. These factors include access to care, economic burdens to treatment, and differences in air pollution and air quality. In this paper, we will discuss how socioeconomic status, race, and air pollution burden influence healthcare disparities in the diagnosis and treatment outcomes of chronic rhinosinusitis with nasal polyps (CRSwNP).

METHODS

A literature search was performed via PubMed for articles related to CRSwNP, healthcare disparities, race, socioeconomic status, and air pollution in September 2022. Original studies from 2016 to 2022, landmark articles, and systematic reviews were included. We summarized these articles to cohesively discuss factors contributing to healthcare disparities in CRSwNP.

RESULTS

Literary search produced 35 articles. Individual factors such as socioeconomic status, race, and air pollution influence CRSwNP severity and treatment outcomes. Correlations were noted with socioeconomic status, race, and air pollution exposure and CRS severity and post-surgical outcomes. Air pollution exposure was also associated with histopathologic changes in CRSwNP. Lack of access to care was a notable contributor to healthcare disparities in CRS.

CONCLUSION

Healthcare disparities in the diagnosis and treatment of CRSwNP differentially affect racial minorities and individuals of lower socioeconomic status. Increased air pollution exposure in areas of lower socioeconomic status is a compounding factor. Clinician advocacy for greater healthcare access and reductions in environmental exposures for patients, among other societal changes, may help improve disparities.

Healthcare Resource Utilization for Chronic Rhinosinusitis in Older Adults

Objectives: Chronic rhinosinusitis (CRS) is a common and costly health problem in the United States. While often associated with younger adults, CRS can affect the elderly. As the aging population increases in the United States, the cost burden of CRS in older adults is important to assess. The objective of this study is to characterize healthcare resource utilization (HCRU) and healthcare expenditure (HCE) for CRS in this population. Methods: Patients meeting criteria for CRS with three years of continuous data were identified on IBM^® Marketscan Research Databases over a five-year period (2013–2017). Medication utilization, outpatient visits, surgery, and expenditures related to CRS were assessed for older adults (>65) and compared with other age groups. As a secondary analysis, multivariable generalized linear models were utilized to compare HCE while adjusting for baseline medication utilization. Results: A total of 238,825 patients met the inclusion criteria, of which 20,927 were older adults. Older adults had the highest overall prevalence of nasal polyps (10%) and asthma (16%) among adult groups. Surgery rate was lower than other adult groups, but medication utilization was the highest. Mean overall HCE at two years was highest in older adults (USD 2545 vs. 2298 in young adults). However, HCE was highest for the young adult group after adjusting for baseline medication usage. Conclusion: Older adults had a higher rate of CRS-related co-morbidities as well as the highest CRS-related medication utilization and unadjusted two-year HCE. Although the reasons for this are unclear, possibilities include greater disease severity and preference for medical versus surgical management. HCE for CRS is expected to increase as the aging population grows.

Do Federal Regulations Affect Gender, Racial, and Ethnic Disparities in Chronic Rhinosinusitis Research?

OBJECTIVE

The Food and Drug Administration and the National Institutes of Health (NIH) have asserted that diverse demographic representation in clinical trials is essential. In light of these federal guidelines, the objective of this study is to assess the racial, ethnic, and gender demographics of patients enrolled in clinical trials registered with the NIH that evaluate chronic rhinosinusitis with nasal polyposis (CRSwNP) relative to the demographics of the US population.

STUDY DESIGN

Cross-sectional study.

SETTING

Not applicable.

METHODS

ClinicalTrials.gov was queried to identify all prospective clinical trials for CRSwNP. Individual study and pooled data were compared with national US census data.

RESULTS

Eighteen studies were included comprising 4125 patients and evaluating dupilumab, mepolizumab, omalizumab, fluticasone/OptiNose, MediHoney, mometasone, and SINUVA. Women constituted 42.7% of clinical trial participants. Of the 4125 participants, 69.6% identified as White, 6.6% as Black, 20.8% as Asian, 0.1% as Pacific Islander, 0.4% as American Indian, 8.0% as Hispanic, and 2.4% as other. The racial, ethnic, and gender composition of the pooled study population differs significantly from national US census data, with underrepresentation of Black, Hispanic, Pacific Island, and American Indian individuals, as well as females (P < .05).

CONCLUSION

The racial, ethnic, and gender demographics of patients enrolled in CRSwNP clinical trials registered with the NIH differ significantly from the demographics of the US population, despite federal guidelines advising demographically representative participation. Proactive efforts to enroll participants that better represent anticipated treatment populations should be emphasized by researchers, institutions, and editorial boards.

Association between social determinants of health and olfactory function: a scoping review

BACKGROUND

Social determinants of health (SDoH) include the socioeconomic, demographic, and social conditions that influence differences in health status among individuals and groups. The impact of these conditions on olfactory function remains poorly understood. In this scoping review, we systematically review the available literature to synthesize the association between SDoH and olfactory function.

METHODS

In accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Review (PRISMA-ScR) guidelines, we performed systematic search queries in PubMed, Embase, and Ovid databases and categorized articles according to themes that emerged regarding SDoH. The primary outcomes included self-reported and objective measurements of smell.

RESULTS

We identified 722 unique references that underwent title and abstract review by two independent reviewers, with 70 articles undergoing full-text review and 57 relevant for data extraction. Six themes emerged in our review, under which we categorized the studies and synthesized respective associations with olfactory function. These include studies exploring socioeconomic status (n = 19, 33%), education status (n = 27, 47%), occupational exposures (n = 26, 46%), racial/ethnic disparities (n = 12, 21%), and lifestyle/behavioral factors (n = 33, 58%).

CONCLUSIONS

Within the context of this scoping review, olfactory dysfunction is significantly more prevalent in patients with lower socioeconomic status, exposure to environmental and occupational toxins, and of minority race/ethnicity, whereas the associations between olfactory dysfunction and education level and lifestyle factors such as smoking and drinking seem to be much more elusive. This review highlights the importance of accounting for SDoH in observational studies examining olfactory outcomes. Given the increased awareness of olfactory loss, special consideration should be given to understanding olfactory dysfunction in the context of these factors.

Geographic Variations in Healthcare Utilization and Expenditure for Chronic Rhinosinusitis: A Population-Based Approach

OBJECTIVES/HYPOTHESIS

Chronic rhinosinusitis (CRS) is a common and costly health problem in the United States. A better understanding of healthcare resource utilization (HCRU) and healthcare expenditure (HCE) pertaining to CRS is required. The objective of this study is to investigate geographic variations in HCRU and HCE for CRS.

STUDY TYPE/DESIGN

Retrospective study of administrative database.

METHODS

Patients meeting pre-defined diagnostic criteria for CRS with continuous 1-year pre-index and 2-year post-index data were identified on IBM® Marketscan Research Databases over a 5-year period (2013-2017). Data pertaining to demographics, HCRU, and HCE were analyzed according to geographic region. Multivariable generalized linear models accounted for age, sex, baseline medication utilization, and co-morbidities.

RESULTS

About 237,969 patients were included. Antibiotics were the most commonly prescribed medication (95%). Surgery rate (11%), immunotherapy (9.2%), oral steroid use (66%), and antibiotic utilization (mean 6.3 prescriptions) were highest in the South. However, visits with an otolaryngologist were considerably higher in the Northeast (62%). The Northeast region had the highest mean HCE ($2,449), which was 13% greater than HCE for the North Central region ($2,172). HCRU and HCE were higher in urban areas across all metrics, with 2-year HCE being 18% greater in urban areas ($2,374 vs. $2,019). Significant geographic variation in HCE was observed even after adjusting for covariates.

CONCLUSION

Significant geographic variations in HCRU and HCE exist for CRS even after adjusting for covariates. Future studies are needed to help direct quality improvement and cost-saving efforts as well as efficient resource allocation in an era of value-based care.

LEVEL OF EVIDENCE

4 Laryngoscope, 2021.

Perceived Financial Insecurity Impacts Healthcare Decision-Making Among Patients With Sinusitis

OBJECTIVES/HYPOTHESIS

The economic burden of sinusitis is significant, and socioeconomic factors can impact patient decision-making. The purpose of this study was to examine the impact of perceived financial insecurity on healthcare decision-making and treatment compliance among sinusitis patients.

STUDY DESIGN

Cross-sectional study using the 2018 National Health Interview Survey.

METHODS

Survey responses to nine questions regarding financial stressors and nine questions regarding cost-saving healthcare actions were recorded, which included seeking lower cost medication, medication noncompliance, and avoiding care visits due to costs.

RESULTS

There was a total weighted sample size of 28.9 million patients who self-reported a diagnosis of sinusitis (12% of the U.S. population). Sinusitis patients who reported cost-saving actions had an increased severity of perceived financial insecurity than those without cost-saving actions (P < .001). Sinusitis patients with perceived financial insecurity had the highest odds of at least one cost-saving action (odds ratio [OR] = 5.94, 95% CI = 5.911-5.970, P < .001), followed by lack of health insurance (OR = 5.13, 95% CI = 5.107-5.159, P < .001), and poor self-reported health status (OR = 2.81, 95% CI = 2.792-2.822, P < .001). Increasing the number of financial stressors increased the odds of at least one cost-saving action (P < .001). Across all financial stressors, the most commonly performed cost-saving action was asking for lower cost medication.

CONCLUSIONS

Perceived financial insecurity is associated with cost-saving healthcare actions among sinusitis patients, including treatment noncompliance. Interventions to assess financial insecurity among sinusitis patients may facilitate shared decision-making for optimal, individualized treatment plans that may lead to improved outcomes and quality of life.

LEVEL OF EVIDENCE

NA. Laryngoscope, 2021.

Socioeconomic, comorbidity, lifestyle, and quality of life comparisons between chronic rhinosinusitis phenotypes

BACKGROUND

Chronic rhinosinusitis (CRS) is a heterogeneous group of inflammatory sinonasal disorders with key defining symptoms, but traditionally separated into phenotypes by clinical/endoscopic findings. It is not known whether the two phenotypes have differing socioeconomic, comorbidity, and lifestyle differences. This analysis of the Chronic Rhinosinusitis Epidemiology Study (CRES) database sought to analyze any key differences in the socioeconomic variables between those with CRS with nasal polyps (CRSwNPs) and those without nasal polyps (CRSsNPs). We also sought to analyze differences in comorbidities, lifestyle, and quality of life.

METHODS

Patients with a confirmed diagnosis of CRS in secondary and tertiary care outpatient settings in the UK were invited to participate in a questionnaire-based case-control study. Variables included demographics, socioeconomic factors, comorbidities, lifestyle factors, and health-related quality of life (HRQoL) (level 3 evidence).

RESULTS

A total of 1204 patients' data were analyzed: 553 CRSsNP and 651 CRSwNP participants. The key socioeconomic variables did not demonstrate any notable differences, nor did lifestyle variables other than alcohol consumption being higher in those with CRSwNP (P = .032), but the latter was not significant after adjusting for age and sex. Aside from confirmation of asthma being more common in CRSwNP, it was notable that this group complained less of upper respiratory tract infections (URTIs), and CRSsNP participants showed evidence of worse HRQoL scores in respect of body pain (P = .001).

CONCLUSIONS

Patients with CRSwNP experience higher rates of asthma and lower rates of URTIs; patients with CRSsNP have worse body pain scores. Otherwise, there are no demonstrable significant socioeconomic, comorbidity, lifestyle, or quality of life differences between the two phenotypes.

LEVEL OF EVIDENCE

3 Laryngoscope, 2021.

Race in Rhinology Clinical Trials: A Decade of Disparity

OBJECTIVE/HYPOTHESIS

The aim of this study is to assess the ethnic and racial demographics of patients enrolled in prospective chronic rhinosinusitis (CRS) studies relative to the corresponding geographic demographics of the United States (U.S.) census data.

STUDY DESIGN

Systematic Review and Population analysis.

METHODS

A systematic review was performed to identify CRS clinical trials, conducted in the U.S. and published between 2010 and 2020 in which patients were prospectively enrolled. Pooled racial and ethnicity data were compared to national and corresponding regional census data.

RESULTS

Eighty-three studies were included, comprising 12,027 patients. 50.4% were male and the average age was 49.2 years. 8,810 patients underwent a surgical procedure. Of the 12,027 patients, 81.67% were identified as White, 5.35% as Black, 1.27% as Asian, 0.02% as Pacific Islander, 0.12% as American Indian, and 11.57% were classified as Other. The racial and ethnic composition of the pooled study population differs significantly from the national U.S. census data with the underrepresentation of each minority population (P ≤ .0002). Regional sub-analyses yield variable results. In the Northeast and West, there was an underrepresentation of all minority populations. In the South and Midwest, Black enrollment was similar to the U.S. census data, while all other minorities were underrepresented.

CONCLUSIONS

The racial and ethnic composition of patients enrolled in prospective CRS clinical trials differs significantly from the demographics of the U.S.

POPULATION

The generalizability and external validity of findings derived from studies comprised of demographically mismatched populations has not been established. Future efforts to enroll more representative populations should be emphasized by the research community, funding bodies, and editorial boards.

LEVEL OF EVIDENCE

NA Laryngoscope, 131:1722-1728, 2021.

Ethmoid-to-maxillary opacification ratio: a predictor of postoperative olfaction and outcomes in nasal polyposis?

BACKGROUND

Inflammatory profiles for patients with chronic rhinosinusitis with nasal polyposis (CRSwNP) vary between North American and Asian populations. An elevated ethmoid-to-maxillary (E/M) opacification ratio on preoperative imaging is associated with certain postoperative outcomes in Asian populations and populations that are non-type 2 dominant. In this study we explore this factor in North American/type 2-based populations.

METHODS

Adult patients (n = 165) from a North American population with CRSwNP who underwent endoscopic sinus surgery (ESS) were prospectively enrolled into an observational, multi-institutional study. The 22-item Sino-Nasal Outcome Test (SNOT-22), Brief Smell Identification Test (BSIT), and Lund-Kennedy (LK) endoscopic scores were obtained pre- and postoperatively. Patients were stratified according to increasing E/M ratios based on Lund-Mackay (LM) scores.

RESULTS

On average, significant within-subject postoperative improvement was found in all patients for SNOT-22 total and domain scores, and also BSIT results (p ≤ 0.019). Preoperatively, elevated E/M ratio correlated with worse BSIT scores (r = -0.343, p < 0.001). Postoperatively, elevated E/M ratio correlated with BSIT improvement (r = 0.284, p = 0.002), but did not correlate with SNOT-22 improvement or polyp recurrence. An elevated E/M ratio was associated with greater likelihood of reporting a minimal clinically important difference in BSIT scores (χ² = 9.96, p = 0.041).

CONCLUSION

Elevated E/M ratios were found to associated with worse baseline olfaction and an increased likelihood of achieving a clinically meaningful postoperative improvement in olfaction in this North American population with CRSwNP. Elevated E/M ratios did not predict postoperative changes in SNOT-22 measures or polyp recurrence. This suggests that prognostic factors may vary according to geography and generalized inflammatory profiles (type 2 vs non-type 2) in patients with CRS.

Socioeconomic status impacts postoperative productivity loss and health utility changes in refractory chronic rhinosinusitis

BACKGROUND

Social determinants of health can have a substantial impact on treatment outcomes. Prior study has shown that socioeconomic status influences the likelihood of improvement in quality-of-life (QOL) following endoscopic sinus surgery (ESS). However, the impact of socioeconomic factors on changes in productivity loss and health utility after ESS remains unknown.

METHODS

Adult patients (≥18 years of age) with chronic rhinosinusitis (CRS) who underwent ESS were prospectively enrolled into a multi-institutional cohort study. Productivity losses were calculated using the human capital approach and monetized using U.S. government-estimated wage rates. Health utility values (HUVs) were derived from the Medical Outcomes Study Short-Form-12 survey using University of Sheffield algorithms. Independent socioeconomic factors of interest included: age, gender, ethnicity, insurance status, educational attainment, and household income categorized via the Thompson-Hickey model.

RESULTS

A total of 229 patients met inclusion criteria, and 163 (71%) provided postoperative follow-up. All subjects reported significant, within-subject improvement in both mean monetized productivity loss (p < 0.001) and HUV postoperatively (p < 0.001). Using paired sample statistics, patients with lowest income (≤$25,000/year) and with Medicare insurance did not report significant improvement in productivity loss (p ≥ 0.112) or HUV (p ≥ 0.081), although sample size limitations may have contributed to this finding. Patients in higher income tiers ($25,001 to $100,000/year and $100,001+/year) and those with employer-provided/private health insurance reported significant postoperative improvements in productivity loss and HUV (all p ≤ 0.003).

CONCLUSION

Socioeconomic factors, including income and insurance provision, may impact improvements in productivity loss and HUV following ESS. Further research to validate these findings, ascertain mechanisms behind these results, and improve these outcomes is warranted.