This systematic review analyzes patterns and trends in the reporting and representation of race and ethnicity in US-based phase 3 Alzheimer disease clinical trials from 1997 to 2023.
Key Points
Question
What are the patterns and trends in racial and ethnic reporting and representation in US-based phase 3 Alzheimer disease (AD) clinical trials?
Findings
In this systematic review including 71 published trials with publicly available results from 1997 to 2023, many AD trials did not report patient race or ethnicity, and when reported, practices were inconsistent and largely focused on White patients, with low representation of other racial and ethnic groups. Few trials examined treatment safety or efficacy by patient race or ethnicity; and reporting and representation showed little improvement over time.
Meaning
Findings indicate that persistent gaps in racial and ethnic reporting and underrepresentation in AD trials limit transparency and evaluation of treatment safety and efficacy for populations most affected by AD.
Abstract
Importance
Alzheimer disease (AD) disproportionately affects racial and ethnic populations underrepresented in US clinical research, raising concerns about the generalizability of AD trial findings and the evaluation of treatment safety and efficacy for populations most affected by AD.
Objective
To examine patterns and trends in the reporting and representation of patient race and ethnicity in US-based phase 3 AD clinical trials.
Evidence Review
This systematic review examined US-based phase 3 AD drug trials identified through the Trialtrove trial database between 1997 and 2023. Trials were cross-referenced with peer-reviewed publications, ClinicalTrials.gov, pharmaceutical company reports, and conference abstracts. Completed trials were eligible for inclusion if they were designated as phase 3 drug trials targeting AD and recruited patients exclusively in the US. Primary outcomes included reporting of race and ethnicity, the number of racial and ethnic groups reported, and their representation among trial populations. Secondary outcomes included terminology used, reporting of safety or efficacy differences by race and ethnicity, and discussion of racial and ethnic representation in trial reports. Temporal trends in reporting and representation were assessed. Methodologic quality was evaluated using the Quality Rating Scheme for Studies and Other Evidence. Data collection was completed May 2024.
Findings
Among 88 US-based phase 3 AD clinical trials conducted between 1997 and 2023, 71 (80.7%) had publicly available results, including 52 (59.1%) published in peer-reviewed journals. Nearly half of published trials (35 [49.3%]) did not report patient race or ethnicity. Among published trials, reporting was inconsistent and focused predominantly on White (36 [50.7%]) patients, with substantially fewer trials reporting data on Asian or Pacific Islander (11 [15.5%]), Black (20 [28.2%]), Hispanic (13 [18.3%]), or Native American (2 [2.8%]) patients. Median (IQR) enrollment of White patients was 91.3% (87.3%-93.6%), whereas enrollment of underrepresented patient populations was markedly lower, with median (IQR) enrollment of 0.9% (0.6%-1.6%) for Asian or Pacific Islander, 4.5% (3.6%-6.6%) for Black (ethnicity unspecified), 7.2% (3.7%-9.1%) for Black (non-Hispanic), 5.2% (3.1%-6.6%) for Hispanic, and 0.4% (0%-0.8%) for Native American patients. Few trials (3 of 71 [4.2%]) conducted subgroup analyses by race or ethnicity, and none reported detailed subgroup characteristics or safety or efficacy outcomes by patient race and ethnicity. Reporting practices and representation showed little improvement over time.
Conclusions and Relevance
US-based phase 3 AD trials showed substantial gaps in racial and ethnic reporting and representation from 1997 to 2023, limiting the evaluation of treatment safety and efficacy across diverse populations. These findings suggest that stronger reporting standards and more inclusive trial design and recruitment strategies are needed to improve the equity and generalizability of AD trials.
Introduction
Alzheimer disease (AD) affects more than 7 million Americans and disproportionately impacts racial and ethnic populations underrepresented in clinical research in the US.1 Non-Hispanic Black and Hispanic older adults are nearly twice and 1.5 times as likely, respectively, to have AD than non-Hispanic White older adults1,2,3,4,5 yet face substantial barriers to participation in clinical trials.6,7,8,9 As the US population ages and becomes more diverse, these disparities are expected to widen, further intensifying the burden of AD and pointing to the urgency of addressing inequities in disease burden and research representation.1,2,3,4,5
These growing disparities highlight the need to assess whether emerging treatments are safe and effective across diverse groups.10,11 Clinical trials, particularly phase 3 trials, provide the foundation for clinical guidelines and regulatory decisions and are critical for establishing the safety and efficacy of new AD treatments.6,12,13 However, phase 3 trials have often fallen short of enrolling racial and ethnic underrepresented populations, including non-Hispanic Black, Hispanic, and Native American individuals, and frequently fail to reflect the racial and ethnic diversity of the US population.9,11,14,15,16 Such underrepresentation limits the generalizability of trial findings and may exacerbate disparities in care, as well-documented differences in genetic, behavioral, and clinical factors of AD across racial and ethnic groups can influence therapeutic safety and efficacy.17,18,19,20,21 For example, prior research has demonstrated racial and ethnic differences in APOE ε4 carrier prevalence, burden of vascular and cardiometabolic conditions, health behaviors, health care access and utilization, and clinical presentation of cognitive symptoms, all of which may be associated with AD risk and treatment response.1,22,23,24 Despite these concerns, reporting and inclusion by race and ethnicity remain limited and inconsistent.6
Previous reviews of AD trials often did not distinguish between trial phases, combined US and non-US trials, or relied primarily on selected bibliographic databases or trial registries, limiting their applicability and policy relevance to the US context.6,19 Moreover, the extent to which US-based AD trials have achieved meaningful racial and ethnic representation remains unclear, particularly given rapid demographic shifts in which racial and ethnic underrepresented groups constitute the fastest-growing segments of the older adults population.11,25 Focusing on US-based phase 3 trials is therefore critical to ensuring that trial findings are directly relevant to the populations most affected by AD.9,11,17,25,26
Using comprehensive trial databases, we characterized the trends to date in how patient race and ethnicity have been reported, analyzed, and represented in US-based phase 3 AD clinical trials from 1997 to 2023. We assessed the extent to which racial and ethnic differences were considered in the trial design and analysis and evaluated changes in reporting and representation over time.
Methods
This systematic review was determined to be non–human participants research. This study followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) reporting guideline.
Data Sources and Trial Identification
We conducted a systematic review of US-based phase 3 AD clinical trials of drug treatment using a multisource approach. AD trials were identified primarily through the Trialtrove clinical trial database, which provides comprehensive tracking of clinical trials from initiation through completion. Trialtrove aggregates information from a wide variety of sources, including pharmaceutical companies, regulatory agencies, trial registries, conference proceedings, press releases, and peer-reviewed publications.27,28,29 The database has been validated in prior research28,29 and offers detailed information on trial design, enrollment characteristics, study timelines, and reported outcomes, enabling precise identification, selection, and analysis of clinical trials.27,28,29
In this study, Trialtrove was queried to identify all phase 3 AD clinical trials as of April 21, 2023. To ensure completeness and accuracy, identified trials were cross-referenced with PubMed, trial registries, and other public sources. This approach enabled inclusion of both published and unpublished trials and supported comprehensive identification regardless of registration and publication status.
Eligibility Criteria and Study Selection
Trials were eligible for inclusion if they met the following criteria: (1) designated as phase 3 drug trials; (2) targeted AD; (3) considered as completed; and (4) recruited patients exclusively in the US. Trials were excluded if they were ongoing, planned, terminated, or suspended without publicly available data; were not phase 3 drug trials; or included non-US populations.
The initial search identified 484 phase 3 AD trials. After excluding trials that were open or planned (67 trials), lacked US populations (178 trials), or recruited patients outside the US (136 trials), 103 US-based phase 3 trials remained for further review.
Two reviewers (K.L., S.S.) independently screened 103 trials by examining associated publications, registries, or public sources. We excluded 15 trials that were incomplete with no publicly available records (10 terminated, 1 suspended), not phase 3 (2 trials), or not fully US-based (2 trials) after the review. The final analytic sample included 88 completed US-based phase 3 AD trials.30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117 The sample selection process is presented in eFigure 1 in Supplement 1, and the distribution of trials over publication years is given in eFigure 2 in Supplement 1. A list of the 88 trials, together with their quality ratings, is provided in the eAppendix and cited in the eReferences in Supplement 1. The quality of evidence was assessed using the Quality Rating Scheme for Studies and Other Evidence.
Data Extraction and Quality Assurance
We followed a 2-stage process to extract data on patient race and ethnicity reporting and representation. In the first stage, 2 reviewers (K.L., S.S.) independently extracted all reported racial and ethnic data from available sources. For each trial with published reports, the data source and publication date were documented. Publication dates in our sample ranged from 1997 to 2023. In the second stage, the reviewers cross-checked their extracted data and resolved discrepancies through consensus. A third reviewer (Z.L.) then performed a final quality check. Data collection was completed in May 2024.
Outcome Measures
The primary outcomes were measures of patient racial and ethnic reporting and representation in US-based phase 3 AD trials, including whether race and ethnicity were reported, the number of racial and ethnic groups reported, the terminology used, and the proportion of patients from each racial and ethnic group. Secondary outcomes included whether trials reported sample characteristics, subgroup analyses or differences in safety or efficacy by race and ethnicity, and whether trial reports discussed the racial and ethnic representation of enrolled patients.
Terminology used to describe racial and ethnic groups varied widely and was often inconsistent with existing reporting guidelines.118,119,120,121,122 Because Hispanic ethnicity was frequently unspecified, racial and ethnic categories were analyzed separately for Black (ethnicity unspecified) and Black (non-Hispanic) patients as well as for White (ethnicity unspecified) and White (non-Hispanic) patients. Additional categories included Asian or Pacific Islander, Hispanic, and Native American patients, as documented in trial reports.
Statistical Analysis
Trials were considered published if trial data appeared in peer-reviewed journals, ClinicalTrials.gov, pharmaceutical reports, or conference abstracts. Our analyses focused on all published trials, with additional emphasis on trials reported in peer-reviewed publications. When multiple reports were available for a single trial, the report containing the most complete information was selected.
Descriptive statistics were used to summarize trial characteristics, reporting practices, and patient composition. Time trends in racial and ethnic reporting were assessed by estimating changes over time in the proportion of trials reporting race and ethnicity and the number of racial and ethnic groups reported. Time trends in representation were evaluated by examining changes in the percentage of enrolled patients across racial and ethnic categories over time. Linear regression models with robust standard errors were used to estimate temporal trends, with statistical significance assessed at a 2-sided 5% level. Analyses were conducted using R, version 4.5.0 (R Project for Statistical Computing), and Stata, version 17.0 (StataCorp LLC).
Results
The Table presents the characteristics of US-based phase 3 AD clinical trials. Of 88 phase 3 AD clinical trials reported between 1997 and 2023,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117 71 (80.7%) had published data available,30,33,34,35,36,37,40,43,44,46,47,50,51,52,55,56,57,58,59,60,61,62,63,66,67,69,70,71,72,73,74,75,76,77,78,79,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,100,101,102,103,104,105,107,108,109,110,111,112,113,114,115,116,117 while 17 (19.3%) had no publications.31,32,38,39,41,42,45,48,49,53,54,64,65,68,80,99,106 In total, 52 trials (59.1%) were published in peer-reviewed journals30,33,34,35,37,43,44,50,51,55,56,57,58,59,60,61,62,66,67,70,72,74,75,76,77,78,79,81,82,83,84,85,87,88,89,90,91,94,95,96,97,98,100,101,108,109,110,111,112,113,115,117 and the remaining trials reported results through ClinicalTrials.gov, pharmaceutical company reports, or conference abstracts.36,40,46,47,52,63,69,71,73,86,92,93,102,103,104,105,107,114,116
Table. Characteristics, Racial and Ethnic Reporting, and Representation of Phase 3 Alzheimer Disease Clinical Trials in the US, 1997-2023.
| Characteristic | Trials | |
|---|---|---|
| All trials (n = 88) | Trials with peer-reviewed publications (n = 52) | |
| Data source, No. (%) | ||
| Peer-reviewed publications | 52 (59.1) | 52 (100) |
| ClinicalTrials.gov registries | 8 (9.1) | 0 |
| Trial reports of the pharmaceutical companies | 2 (2.3) | 0 |
| Conference abstracts | 9 (10.2) | 0 |
| No publication | 17 (19.3) | 0 |
| Year of publication among published, No. (%)a | ||
| 2000 or earlier | 5 (7.0) | 5 (9.6) |
| 2001-2005 | 24 (33.8) | 19 (36.5) |
| 2006-2010 | 29 (40.8) | 20 (38.5) |
| 2011-2015 | 9 (12.7) | 7 (13.5) |
| 2016-2023 | 4 (5.6) | 1 (1.9) |
| Sample size, median (IQR)a | 191 (85-433) | 324 (134-525) |
| Race or ethnicity reported, No. (%)a | ||
| None | 35 (49.3) | 18 (34.6) |
| Asian or Pacific Islander | 11 (15.5) | 10 (19.2) |
| Black (ethnicity unspecified) | 10 (14.1) | 9 (17.3) |
| Black (non-Hispanic) | 10 (14.1) | 10 (19.2) |
| Hispanic | 13 (18.3) | 12 (23.1) |
| Native American | 2 (2.8) | 1 (1.9) |
| White (ethnicity unspecified) | 25 (35.2) | 23 (44.2) |
| White (non-Hispanic) | 11 (15.5) | 11 (21.2) |
| No. of racial and ethnic groups reported, median (IQR)a | 1 (0-3.0) | 1 (0-3.5) |
| Percentage of Asian or Pacific Islander patients, median (IQR)b | 0.9 (0.6-1.6) | 0.9 (0.6-1.6) |
| Percentage of Black (ethnicity unspecified) patients, median (IQR)b | 4.5 (3.6-6.6) | 4.6 (4.1-6.6) |
| Percentage of Black (non-Hispanic) patients, median (IQR)b | 7.2 (3.7-9.1) | 7.2 (3.7-9.1) |
| Percentage of Hispanic patients, median (IQR)b | 5.2 (3.1-6.6) | 5.6 (2.5-6.6) |
| Percentage of Native American patients, median (IQR)b | 0.4 (0-0.8) | 0.8 (0.8-0.8) |
| Percentage of White (ethnicity unspecified) patients, median (IQR)b | 91.3 (87.3-93.6) | 91.3 (87.3-93.6) |
| Percentage of White (non-Hispanic) patients, median (IQR)b | 84.1 (80.1-93.4) | 84.1 (80.1-93.4) |
| Reporting sample characteristics by racial and ethnic groups, No. (%)a | ||
| No | 71 (100) | 52 (100) |
| Yes | 0 | 0 |
| Reporting detailed trial outcomes (eg, safety, efficacy) by racial and ethnic groups, No. (%)a | ||
| No | 71 (100) | 52 (100) |
| Yes | 0 | 0 |
| Analyzing or discussing heterogeneity or differences across racial and ethnic groups, No. (%)a | ||
| No | 68 (95.8) | 49 (94.2) |
| Yes | 3 (4.2) | 3 (5.8) |
| Discussing the racial and ethnic representation of enrolled trial patients, No. (%)a | ||
| No | 71 (100) | 52 (100) |
| Yes | 0 | 0 |
Among trials with any published data, n = 71 for any publications, and n = 52 for peer-reviewed publications.
Among trials with reported data on race and ethnicity. The sample size for each reported race and ethnicity is provided in the table.
Racial and Ethnic Reporting in AD Trials
Among 71 published trials, nearly half (35 [49.3%]) did not report any data on patient race or ethnicity.35,36,46,50,51,52,56,58,59,62,63,69,70,71,73,75,79,83,86,88,89,92,93,96,101,102,103,104,105,107,109,113,114,115,116 Only 25 trials (35.2%) reported data on White patients (ethnicity unspecified),25,30,33,34,37,40,44,47,57,61,66,74,76,78,81,84,85,87,91,94,95,97,100,110,117 and 11 trials (15.5%) on White (non-Hispanic) patients.43,55,60,67,72,77,82,98,108,111,112 Reporting of other racial and ethnic groups was limited. Specifically, only 11 trials (15.5%) reported data on Asian or Pacific Islander patients,47,55,72,74,82,87,91,98,100,108,112 10 trials (14.1%) on Black (ethnicity unspecified) patients,33,47,57,61,66,74,87,91,94,100 10 trials (14.1%) on Black (non-Hispanic) patients,43,55,67,72,77,82,98,108,111,112 13 trials (18.3%) on Hispanic patients,43,47,55,57,60,67,72,77,82,98,108,111,112 and 2 trials (2.8%) on Native American patients47,72 (Table).
Reporting proportions were modestly higher among trials published in peer-reviewed journals; however, substantial underreporting persisted. The median (IQR) number of patient racial and ethnic groups reported was 1 (0-3.0) across all published trials, and 1 (0-3.5) among peer-reviewed trials, with most trials reporting only the number or percentage of White patients (data presented in the next subsection and in the Table).
Trials differed in whether they reported race, ethnicity, or both; whether Hispanic ethnicity was clearly distinguished from race; and how racial and ethnic categories were defined (eTable in Supplement 1). No trials reported sample characteristics (eg, demographic or clinical characteristics) stratified by race or ethnicity. Only 3 of 71 trials (4.2%) conducted any subgroup analyses by race or ethnicity, and none reported detailed treatment efficacy or safety outcomes stratified by racial or ethnic group or provided sufficient information to assess differential treatment effects (Table).
Racial and Ethnic Representation in AD Trials
When racial and ethnic composition was reported, White patients constituted the majority of enrolled populations. The median (IQR) percentage of White patients was 91.3% (87.3%-93.6%) among trials reporting White race and 84.1% (80.1%-93.4%) among trials reporting non-Hispanic White ethnicity.
In contrast, patients from racial and ethnic underrepresented groups accounted for a small proportion of trial enrollment. Median (IQR) enrollment populations were 0.9% (0.6%-1.6%) for Asian or Pacific Islander, 4.5% (3.6%-6.6%) for Black (ethnicity unspecified), 7.2% (3.7%-9.1%) for Black (non-Hispanic), 5.2% (3.1%-6.6%) for Hispanic, and 0.4% (0%-0.8%) for Native American patients. No trials acknowledged underrepresentation in enrollment, discussed its implications for generalizability, or proposed strategies to improve representation (Table).
Trends in Racial and Ethnic Reporting and Representation
Figure 1 illustrates trends in racial and ethnic reporting. Over time, the proportion of trials reporting any patient race or ethnicity data did not improve, although the number of racial and ethnic groups reported slightly increased. Among all published trials, there was a nonsignificant decline in the proportion reporting racial and ethnic data (slope, −1.0% [95% CI, −3.4% to 1.4%]), whereas reporting remained stable among trials published in peer-reviewed journals (slope, 0.02% [95% CI, −3.7% to 3.7%]). The number of racial and ethnic groups reported showed an increase among peer-reviewed trials, although this trend was not statistically significant (slope, 0.12 [95% CI, −0.01 to 0.26]).
Figure 1. Scatter Plots Showing Trends in Racial and Ethnic Reporting Among US-Based Phase 3 Alzheimer Disease Trials, 1997-2023.

Linear time trends were fitted respectively for all published trials. No statistically significant linear trends were observed.
Figure 2 and eFigure 3 in Supplement 1 present trends in racial and ethnic group representation among trial patients. White patients consistently constituted nearly 90% of trial enrollment over time, with a slight but nonsignificant increasing trend. In contrast, enrollment of racial and ethnic underrepresented groups remained persistently low, with no evidence of improvement over time. Among peer-reviewed trials, Hispanic representation showed a modest and statistically significant decline (slope, −1.3% [95% CI, −2.4% to −0.19%]).
Figure 2. Scatter Plots Illustrating Trends in Racial and Ethnic Representation Among US-Based Phase 3 Alzheimer Disease Trials, 1997-2023.

Linear time trends were fitted for each racial and ethnic group. No statistically significant linear trends were observed, except for a significant decline in Hispanic representation in peer-reviewed trials.
Discussion
This systematic review of US-based phase 3 AD clinical trials reported between 1997 and 2023 reveals persistent and substantial gaps in both reporting of patient race and ethnicity and representation. Despite decades of recognition that AD disproportionately affects certain racial and ethnic groups, including non-Hispanic Black and Hispanic populations,1,2 nearly half of trials (49.3%) failed to report any information on patient race or ethnicity, with little evidence of improvement over time. Among trials that did report these data, enrollment of racial and ethnic underrepresented populations remained consistently low, and few trials conducted subgroup analyses by patient race or ethnicity. As a result, the ability to assess treatment safety or efficacy across diverse populations remains constrained.6,11,123 These patterns raise important concerns about the generalizability of trial findings and the extent to which current evidence can support equitable treatment decisions for populations most affected by AD.6,17
Inadequate reporting of race and ethnicity represents a fundamental limitation of current clinical evidence to inform AD treatment. Even when demographic information was reported, we found that practices were often inconsistent, with wide variation in terminology, categorization, and distinctions between race and ethnicity. Reporting frequently focused on White patients, with limited attention to other racial and ethnic groups and little clarity regarding how categories were defined or used in analyses. These inconsistencies limit transparency and hinder meaningful comparisons across trials. More importantly, incomplete reporting constrains the ability to assess generalizability and evaluate whether treatment safety and efficacy may differ across populations, despite well-documented differences in genetic risk profiles, comorbidity burden, and social determinants of health across racial and ethnic groups.1,17,20,21,124 The persistence of these reporting gaps highlights the importance of further strengthening and consistently implementing race and ethnicity reporting standards, including recent initiatives by federal agencies and academic journals.118,119,120,121,122
Our findings reveal a persistent mismatch between AD disease burden and trial enrollment. In the US, non-Hispanic Black older adults experience nearly twice the prevalence of AD compared with non-Hispanic White older adults, and Hispanic older adults face approximately 50% higher prevalence than non-Hispanic White older adults.1 Notably, in 2020, non-Hispanic Black individuals accounted for 17.5% of all people living with AD, while Hispanic individuals accounted for 11.7%, with percentages projected to increase to 24.5% for Black individuals and 26.8% for Hispanic individuals by 2060.125 Yet phase 3 AD trials have continued to enroll disproportionately few patients from these groups. From 1997 to 2023, we showed that median enrollment remained 4.5% to 7.2% for Black patients, 5.2% Hispanic patients, and less than 1% for Native American patients, whereas White patients consistently comprised 91.3% of trial populations. This marked imbalance has important implications for both equity and scientific validity. When trial populations do not reflect individuals most affected by AD, the resulting evidence may inadequately capture variation in treatment response, adverse events, and clinical practice effectiveness.6 This concern is particularly salient for AD, given well-established differences in disease progression, comorbid conditions, and access to diagnosis and care across populations.1,11
The limited progress observed in reporting and representation likely reflects broader structural and trial-level barriers.6,7,8,9,10,11,14,19,123,126,127,128,129,130,131,132,133,134 Restrictive eligibility criteria, including exclusions related to comorbidities or cognitive screening thresholds, may disproportionately exclude individuals from populations with higher disease burden.9,19,135 Trial sites are often concentrated in locations that are less accessible to individuals living in disadvantaged or underserved communities, further limiting participation by racial and ethnic underrepresented groups. In addition, investigators may face practical constraints, including limited time, funding, expertise, and access to culturally appropriate resources, which may challenge effective engagement with underrepresented communities.136 Recruitment strategies also often lack partnerships with community organizations and fail to address limited awareness of AD and research opportunities, language barriers, cultural relevance, stigma, logistical challenges, and longstanding mistrust of research institutions.6,7,8,9,10,11,14,19,123,126,127,128,129,130,131,132,133 These factors, together, help explain why improvements in enrollment and reporting have remained limited despite increased attention to diversity in clinical research.
Addressing these challenges will require coordinated multilevel efforts.6,10,11,14,19,123 First, standardized race and ethnicity reporting, with consistent definitions and mandatory registry fields, provides a necessary foundation for improving transparency, comparability, and accountability.17,19,21 This reporting should follow established guidance from federal agencies and journals, including separate collection of race and ethnicity, consistent use of predefined categories, explicit distinction of Hispanic ethnicity from race, allowance for multiple racial identifies, and clear indication of missing or unknown responses.118,119,120,121,122 Consistent application of these standards across trial registries and publications would improve comparability and interpretability across AD trials. Second, beyond reporting, meaningful progress in representation will depend on intentional trial design choices, including more inclusive eligibility criteria, broader and more diverse site selection, and recruitment strategies that actively engage racial and ethnic populations disproportionately affected by AD.7,19 Financial supports, such as transportation assistance or patient compensation, may help mitigate socioeconomic barriers that disproportionately limit participation among underrepresented populations.19,26,129 In addition, partnerships with local advocacy groups and health care professionals, use of bilingual and culturally concordant research staff, and tailored outreach materials for underserved communities may further reduce barriers, strengthen trust, and improve accessibility.7,18,20,21,129,131 These approaches should be adopted more widely to ensure inclusive and generalizable AD research.6,10,11,14,19,123 Finally, policy initiatives, such as those proposed in the bipartisan Equity in Neuroscience and Alzheimer Clinical Trials (ENACT) Act, may play an important role in addressing these disparities by expanding outreach, strengthening recruitment infrastructure, and promoting a more representative clinical research workforce.7,137
Strengths and Limitations
This study has several strengths. First, by leveraging multiple complementary data sources, including Trialtrove, PubMed, ClinicalTrials.gov, conference abstracts, and pharmaceutical reports, we identified a comprehensive list of US-based AD trials conducted between 1997 and 2023. Second, our exclusive focus on US-based phase 3 trials elevated both clinical and policy relevance, as these trials provide the highest level of evidence for treatment efficacy and play a central role in regulatory decision-making for the US population. Third, our assessment of racial and ethnic reporting and representation was both thorough and comprehensive. We examined not only whether demographic data were reported but also how they were reported and the quality of reporting. Additionally, by analyzing trends over time, we identified persistent gaps and highlighted the need for more systematic oversight and regulatory efforts.
This study also has limitations. Although our focus on US-based trials strengthens the relevance for domestic US policy and practice, the study excluded large multinational trials in which underrepresentation is also a substantial concern. The issue of racial and ethnic underrepresentation persists even in broader global trials.11 Second, trials that fail to report any racial or ethnic data may be more likely to have enrolled few patients from racial and ethnic underrepresented groups, potentially leading to underestimation of the full extent of these disparities. Finally, although we discussed several potential contributing factors, the underlying causes of underreporting and underrepresentation, as well as the reasons for their persistence over time, warrant further investigation. Future research, particularly using mixed methods, is needed to better understand the mechanisms and identify effective interventions.
Conclusions
The findings of this systematic review highlight the persistent challenges in providing equitable access to clinical research and the critical need for more inclusive and representative AD trials. To ensure that the benefits of emerging AD treatments are equitably distributed, clinical trials must better reflect the diverse demographics of the US population. Effective and persistent efforts are needed to reduce health disparities and improve outcomes for all individuals affected by AD.
eFigure 1. Study Sample Selection Process
eFigure 2. Number of US-Based Phase III Alzheimer’s Disease Trials Over Publication Years, 1997-2023
eFigure 3. Trends in Representation of All Reported Racial and Ethnic Groups Among US-Based Phase III Alzheimer’s Disease Trials, 1997-2023
eTable. Terminology Used for Racial and Ethnic Group Reporting Among All Published US-Based Phase III Alzheimer’s Disease Trials, 1997-2023
eAppendix. List of 88 US-Based Phase III Alzheimer’s Disease Trials Identified From the Trialtrove Database and Quality Ratings, 1997-2023
eReferences.
Data Sharing Statement
References
- 1.Alzheimer’s Association . 2025 Alzheimer’s disease facts and figures. Alzheimers Dement. 2025;21(4):e70235. doi: 10.1002/alz.70235 [DOI] [PubMed] [Google Scholar]
- 2.Manly JJ, Jones RN, Langa KM, et al. Estimating the prevalence of dementia and mild cognitive impairment in the US: The 2016 Health and Retirement Study Harmonized Cognitive Assessment Protocol project. JAMA Neurol. 2022;79(12):1242-1249. doi: 10.1001/jamaneurol.2022.3543 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Langa KM, Larson EB, Crimmins EM, et al. A Comparison of the prevalence of dementia in the United States in 2000 and 2012. JAMA Intern Med. 2017;177(1):51-58. doi: 10.1001/jamainternmed.2016.6807 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Lin Z, Ye J, Allore H, Gill TM, Chen X. Early-life circumstances and racial disparities in cognition among older adults in the US. JAMA Intern Med. 2024;184(8):904-914. doi: 10.1001/jamainternmed.2024.1132 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Lin Z, Wang Y, Gill TM, Chen X. Exposure to school racial segregation and late-life cognitive outcomes. JAMA Netw Open. 2025;8(1):e2452713. doi: 10.1001/jamanetworkopen.2024.52713 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Wang TY, Corbie G, Allore HG, et al. Randomized clinical trials that advance health and health equity: JAMA Internal Medicine call for papers. JAMA Intern Med. 2024;184(9):1011-1012. doi: 10.1001/jamainternmed.2024.3149 [DOI] [PubMed] [Google Scholar]
- 7.Aranda MP, Marquez DX, Gallagher-Thompson D, et al. A call to address structural barriers to Hispanic/Latino representation in clinical trials on Alzheimer’s disease and related dementias: a micro-meso-macro perspective. Alzheimers Dement (N Y). 2023;9(2):e12389. doi: 10.1002/trc2.12389 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Zhou Y, Elashoff D, Kremen S, Teng E, Karlawish J, Grill JD. African Americans are less likely to enroll in preclinical Alzheimer’s disease clinical trials. Alzheimers Dement (N Y). 2016;3(1):57-64. doi: 10.1016/j.trci.2016.09.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Manly JJ, Gilmore-Bykovskyi A, Deters KD. Inclusion of underrepresented groups in preclinical Alzheimer disease trials—opportunities abound. JAMA Netw Open. 2021;4(7):e2114606. doi: 10.1001/jamanetworkopen.2021.14606 [DOI] [PubMed] [Google Scholar]
- 10.Mooldijk SS, Licher S, Wolters FJ. Characterizing demographic, racial, and geographic diversity in dementia research: a systematic review. JAMA Neurol. 2021;78(10):1255-1261. doi: 10.1001/jamaneurol.2021.2943 [DOI] [PubMed] [Google Scholar]
- 11.Manly JJ, Deters KD. Donanemab for Alzheimer disease-who benefits and who is harmed? JAMA. 2023;330(6):510-511. doi: 10.1001/jama.2023.11704 [DOI] [PubMed] [Google Scholar]
- 12.Anderson TS, Ayanian JZ, Souza J, Landon BE. Representativeness of participants eligible to be enrolled in clinical trials of aducanumab for Alzheimer disease compared with Medicare beneficiaries with Alzheimer disease and mild cognitive impairment. JAMA. 2021;326(16):1627-1629. doi: 10.1001/jama.2021.15286 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Curfman G. Integrating clinical trials and practice: a new JAMA series and call for papers. JAMA. 2024;332(2):111. doi: 10.1001/jama.2024.10266 38193960 [DOI] [Google Scholar]
- 14.Miller J, Pelletiers W, Suttiratana S, et al. Harnessing policy to promote inclusive medical product evidence: development of a reference standard and structured audit of clinical trial diversity policies. BMJ Med. 2024;3(1):e000920. doi: 10.1136/bmjmed-2024-000920 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Varma T, Wallach JD, Miller JE, et al. Reporting of study participant demographic characteristics and demographic representation in premarketing and postmarketing studies of novel cancer therapeutics. JAMA Netw Open. 2021;4(4):e217063. doi: 10.1001/jamanetworkopen.2021.7063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Downing NS, Shah ND, Neiman JH, Aminawung JA, Krumholz HM, Ross JS. Participation of the elderly, women, and minorities in pivotal trials supporting 2011-2013 U.S. Food and Drug Administration approvals. Trials. 2016;17(1):199. doi: 10.1186/s13063-016-1322-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Loree JM, Anand S, Dasari A, et al. Disparity of race reporting and representation in clinical trials leading to cancer drug approvals from 2008 to 2018. JAMA Oncol. 2019;5(10):e191870. doi: 10.1001/jamaoncol.2019.1870 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Shaw AR, Perales-Puchalt J, Johnson E, et al. Representation of racial and ethnic minority populations in dementia prevention trials: a systematic review. J Prev Alzheimers Dis. 2022;9(1):113-118. doi: 10.14283/jpad.2021.49 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Franzen S, Smith JE, van den Berg E, et al. Diversity in Alzheimer’s disease drug trials: the importance of eligibility criteria. Alzheimers Dement. 2022;18(4):810-823. doi: 10.1002/alz.12433 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Vyas MV, Raval PK, Watt JA, Tang-Wai DF. Representation of ethnic groups in dementia trials: systematic review and meta-analysis. J Neurol Sci. 2018;394:107-111. doi: 10.1016/j.jns.2018.09.012 [DOI] [PubMed] [Google Scholar]
- 21.Canevelli M, Bruno G, Grande G, et al. Race reporting and disparities in clinical trials on Alzheimer’s disease: a systematic review. Neurosci Biobehav Rev. 2019;101:122-128. doi: 10.1016/j.neubiorev.2019.03.020 [DOI] [PubMed] [Google Scholar]
- 22.Llibre-Guerra JJ, Jiang M, Acosta I, et al. Social determinants of health but not global genetic ancestry predict dementia prevalence in Latin America. Alzheimers Dement. 2024;20(7):4828-4840. doi: 10.1002/alz.14041 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Park SY, Setiawan VW, Crimmins EM, et al. Racial and ethnic differences in the population-attributable fractions of Alzheimer disease and related dementias. Neurology. 2024;102(3):e208116. doi: 10.1212/WNL.0000000000208116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ferdows NB, Aranda MP. Decomposing racial and ethnic disparities in risk and protective factors of dementia in the U.S. Clin Gerontol. 2025;48(5):1186-1199. doi: 10.1080/07317115.2025.2534651 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Alzheimer’s Association . 2024 Alzheimer’s disease facts and figures. Alzheimers Dement. 2024;20(5):3708-3821. doi: 10.1002/alz.13809 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Xiao H, Vaidya R, Liu F, Chang X, Xia X, Unger JM. Sex, racial, and ethnic representation in COVID-19 clinical trials: a systematic review and meta-analysis. JAMA Intern Med. 2023;183(1):50-60. doi: 10.1001/jamainternmed.2022.5600 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Trialtrove: the go-to resource for informing clinical trial strategy, design and execution. Citeline. Accessed September 29, 2024. https://www.citeline.com/en/products-services/clinical/trialtrove
- 28.Cunningham C, Ederer F, Ma S. Killer acquisitions. J Polit Econ. 2021;129(3):649-702. doi: 10.1086/712506 [DOI] [Google Scholar]
- 29.Krieger J, Li D, Papanikolaou D. Missing novelty in drug development. Rev Financ Stud. 2022;35(2):636-679. doi: 10.1093/rfs/hhab024 [DOI] [Google Scholar]
- 30.Tariot PN, Solomon PR, Morris JC, Kershaw P, Lilienfeld S, Ding C. A 5-month, randomized, placebo-controlled trial of galantamine in AD: the Galantamine USA-10 Study Group. Neurology. 2000;54(12):2269-2276. doi: 10.1212/WNL.54.12.2269 [DOI] [PubMed] [Google Scholar]
- 31.A 12-week, open label trial of an investigational medication in the treatment of Alzheimer’s disease. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/16530?qId=beb7c5ac-5632-4c1e-b0db-b0db3e08f911
- 32.A 20-month, placebo-controlled research study evaluating an investigational drug for Alzheimer’s disease. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/186159?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 33.Reisberg B, Doody R, Stöffler A, Schmitt F, Ferris S, Möbius HJA. A 24-week open-label extension study of memantine in moderate to severe Alzheimer disease. Arch Neurol. 2006;63(1):49-54. doi: 10.1001/archneur.63.1.49 [DOI] [PubMed] [Google Scholar]
- 34.van Dyck CH, Tariot PN, Meyers B, Malca Resnick E; Memantine MEM-MD-01 Study Group . A 24-week randomized, controlled trial of memantine in patients with moderate-to-severe Alzheimer disease. Alzheimer Dis Assoc Disord. 2007;21(2):136-143. doi: 10.1097/WAD.0b013e318065c495 [DOI] [PubMed] [Google Scholar]
- 35.Sano M, Ernesto C, Thomas RG, et al. A controlled trial of selegiline, alpha-tocopherol, or both as treatment for Alzheimer’s disease: the Alzheimer’s Disease Cooperative Study. N Engl J Med. 1997;336(17):1216-1222. doi: 10.1056/NEJM199704243361704 [DOI] [PubMed] [Google Scholar]
- 36.Conference abstract. A head to head study of donepezil, rivastigmine, and galantamine for the treatment of Alzheimer’s disease. Alzheimer’s Association. 2004. Accessed December 29, 2025. https://www.abstractsonline.com/viewer/viewAbstract.asp?CKey=3E7803E4-DCCE-4F90-B692-3551119FB711&MKey=F38908E2-C78B-40E5-B4F4-9817BF853BD1&AKey=50E1744A-0C52-45B2-BF85-2A798BF24E02&SKey=BD4CCC85-1979-4B23-AE35-553338449AD1
- 37.Relkin NR, Reichman WE, Orazem J, McRae T. A large, community-based, open-label trial of donepezil in the treatment of Alzheimer’s disease. Dement Geriatr Cogn Disord. 2003;16(1):15-24. doi: 10.1159/000069988 [DOI] [PubMed] [Google Scholar]
- 38.A long-term extension study evaluating the safety and tolerability of BID and QD administration of memantine in patients with mild to moderate dementia of the Alzheimer’s type-phase C. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/42139?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 39.A long-term extension study evaluating the safety and tolerability of BID and QD administration of memantine in patients with mild to moderate dementia of the Alzheimer’s type-phase D. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/60890?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 40.Forest Laboratories, Inc. A Long-Term Extension Study Evaluating the Safety and Tolerability of Four Memantine Dosing Regimens in Patients With Moderate to Severe Dementia of the Alzheimer’s Type - Phase D. Forest Laboratories, Inc; 2006. [Google Scholar]
- 41.A long-term extension study evaluating the safety and tolerability of four memantine dosing regimens in patients with moderate to severe dementia of the Alzheimer’s type - phases A and B. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/41817?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 42.A long-term extension study evaluating the safety and tolerability of four memantine dosing regimens in patients with moderate to severe dementia of the Alzheimer’s type- phase C. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/41862?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 43.Sano M, Jacobs D, Andrews H, et al. A multi-center, randomized, double blind placebo-controlled trial of estrogens to prevent Alzheimer’s disease and loss of memory in women: design and baseline characteristics. Clin Trials. 2008;5(5):523-533. doi: 10.1177/1740774508096313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Singer C, Tractenberg RE, Kaye J, et al. ; Alzheimer’s Disease Cooperative Study . A multicenter, placebo-controlled trial of melatonin for sleep disturbance in Alzheimer’s disease. Sleep. 2003;26(7):893-901. doi: 10.1093/sleep/26.7.893 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.A multicenter, randomized, double-blind placebo-controlled, flexible-dose study of aripiprazole in the treatment of institutionalized patients with psychosis associated with dementia of the Alzheimer’s type (extension phase of protocol CN138005). Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/65044?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 46.BioXcel Therapeutics Inc . A multicenter, randomized, double-blind, placebo-controlled, efficacy and safety study of PRN dosing of BXCL501 over a 12 week period in subjects with agitation associated with dementia. 2023. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT05271552
- 47.Eli Lilly and Company . A phase 3, open-label, parallel-group, 2-arm study to investigate amyloid plaque clearance with donanemab compared with aducanumab-avwa in patients with early symptomatic Alzheimer’s disease. 2024. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT05108922
- 48.A phase iii / pivotal study of rivastigmine, TDS for Alzheimer. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/140656?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 49.A phase III study of ABP-124 for Alzheimer’s disease. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/4223?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 50.Aisen PS, Davis KL, Berg JD, et al. A randomized controlled trial of prednisone in Alzheimer’s disease: Alzheimer’s Disease Cooperative Study. Neurology. 2000;54(3):588-593. doi: 10.1212/WNL.54.3.588 [DOI] [PubMed] [Google Scholar]
- 51.Dodge HH, Zitzelberger T, Oken BS, Howieson D, Kaye J. A randomized placebo-controlled trial of Ginkgo biloba for the prevention of cognitive decline. Neurology. 2008;70(19 Pt 2):1809-1817. doi: 10.1212/01.wnl.0000303814.13509.db [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Forest Laboratories . A randomized, double-blind, placebo-controlled evaluation of the safety and efficacy of memantine in non-institutionalized agitated patients with moderate to severe Alzheimer’s disease. 2012. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT00097916
- 53.A randomized, double-blind, placebo-controlled evaluation of the safety and efficacy of memantine in patients with mild to moderate dementia of the Alzheimer’s type, with a long-term, open-label extension study - phase A. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/52774?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 54.A randomized, double-blind, placebo-controlled evaluation of the safety and efficacy of memantine in patients with mild to moderate dementia of the Alzheimer’s type, with a long-term, open-label extension study - phase B. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/52771?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 55.Streim JE, Porsteinsson AP, Breder CD, et al. A randomized, double-blind, placebo-controlled study of aripiprazole for the treatment of psychosis in nursing home patients with Alzheimer disease. Am J Geriatr Psychiatry. 2008;16(7):537-550. doi: 10.1097/JGP.0b013e318165db77 [DOI] [PubMed] [Google Scholar]
- 56.Tariot PN, Cummings JL, Katz IR, et al. A randomized, double-blind, placebo-controlled study of the efficacy and safety of donepezil in patients with Alzheimer’s disease in the nursing home setting. J Am Geriatr Soc. 2001;49(12):1590-1599. doi: 10.1111/j.1532-5415.2001.49266.x [DOI] [PubMed] [Google Scholar]
- 57.Rappaport SA, Marcus RN, Manos G, McQuade RD, Oren DAA. A randomized, double-blind, placebo-controlled tolerability study of intramuscular aripiprazole in acutely agitated patients with Alzheimer’s, vascular, or mixed dementia. J Am Med Dir Assoc. 2009;10(1):21-27. doi: 10.1016/j.jamda.2008.06.006 [DOI] [PubMed] [Google Scholar]
- 58.Frakey LL, Salloway S, Buelow M, Malloy P. A randomized, double-blind, placebo-controlled trial of modafinil for the treatment of apathy in individuals with mild-to-moderate Alzheimer’s disease. J Clin Psychiatry. 2012;73(6):796-801. doi: 10.4088/JCP.10m06708 [DOI] [PubMed] [Google Scholar]
- 59.Zhu CW, Grossman H, Neugroschl J, et al. A randomized, double-blind, placebo-controlled trial of resveratrol with glucose and malate (RGM) to slow the progression of Alzheimer’s disease: A pilot study. Alzheimers Dement (N Y). 2018;4(1):609-616. doi: 10.1016/j.trci.2018.09.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Sano M, Bell KL, Galasko D, et al. A randomized, double-blind, placebo-controlled trial of simvastatin to treat Alzheimer disease. Neurology. 2011;77(6):556-563. doi: 10.1212/WNL.0b013e318228bf11 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Schneider LS, DeKosky ST, Farlow MR, Tariot PN, Hoerr R, Kieser M. A randomized, double-blind, placebo-controlled trial of two doses of Ginkgo biloba extract in dementia of the Alzheimers type. Curr Alzheimer Res. 2005;2(5):541-551. doi: 10.2174/156720505774932287 [DOI] [PubMed] [Google Scholar]
- 62.Thal LJ, Ferris SH, Kirby L, et al. ; Rofecoxib Protocol 078 Study Group . A randomized, double-blind, study of rofecoxib in patients with mild cognitive impairment. Neuropsychopharmacology. 2005;30(6):1204-1215. doi: 10.1038/sj.npp.1300690 [DOI] [PubMed] [Google Scholar]
- 63.Forest Laboratories . A randomized, double-blind, placebo-controlled evaluation of the safety and efficacy of neramexane monotherapy in patients with moderate to severe dementia of the Alzheimer’s type. 2012. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT00090116
- 64.A randomized, parallel-group pilot study to evaluate the brain effects and efficacy of Exelon compared to Aricept in patients with Alzheimer’s disease with an optional 12 month adjunctive Namenda extension. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/13558?qId=beb7c5ac-5632-4c1e-b0db-b0db3e08f911
- 65.A randomized, parallel-group study to evaluate the efficacy of Trileptal compared to Risperdal in patients with Alzheimer’s dementia. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/13870?qId=beb7c5ac-5632-4c1e-b0db-b0db3e08f911
- 66.Farlow MR, Grossberg GT, Sadowsky CH, Meng X, Somogyi M. A 24-week, randomized, controlled trial of rivastigmine patch 13.3 mg/24 h versus 4.6 mg/24 h in severe Alzheimer’s dementia. CNS Neurosci Ther. 2013;19(10):745-752. doi: 10.1111/cns.12158 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Meinert CL, McCaffrey LD, Breitner JC; ADAPT Research Group . Alzheimer’s Disease Anti-inflammatory Prevention Trial: design, methods, and baseline results. Alzheimers Dement. 2009;5(2):93-104. doi: 10.1016/j.jalz.2008.09.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.An evaluation of the long-term safety and efficacy of neramexane in patients with moderate to severe dementia of the Alzheimer’s type. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/13552?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 69.Conference abstract. An open-label evaluation of the safety of memantine in patients with moderate-to-severe dementia of the Alzheimer’s type. Annual American Academy of Neurology Meeting. 2010. Accessed April 21, 2023. https://citeline.informa.com/trials/details/34964?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 70.Rao V, Spiro JR, Rosenberg PB, Lee HB, Rosenblatt A, Lyketsos CG. An open-label study of escitalopram (Lexapro) for the treatment of “Depression of Alzheimer’s disease” (dAD). Int J Geriatr Psychiatry. 2006;21(3):273-274. doi: 10.1002/gps.1459 [DOI] [PubMed] [Google Scholar]
- 71.Small G. Anti-inflammation in AD: PET imaging supplement. 2020. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT00065169
- 72.Yurko-Mauro K, McCarthy D, Rom D, et al. ; MIDAS Investigators . Beneficial effects of docosahexaenoic acid on cognition in age-related cognitive decline. Alzheimers Dement. 2010;6(6):456-464. doi: 10.1016/j.jalz.2010.01.013 [DOI] [PubMed] [Google Scholar]
- 73.BioVie . BioVie announces completion of last patient treatment visit in phase 3 trial of NE3107 in mild to moderate Alzheimer’s disease - BioSpace. Accessed December 29, 2025. https://www.biospace.com/biovie-announces-completion-of-last-patient-treatment-visit-in-phase-3-trial-of-ne3107-in-mild-to-moderate-alzheimer-s-disease
- 74.Tariot PN, Schneider LS, Cummings J, et al. ; Alzheimer’s Disease Cooperative Study Group . Chronic divalproex sodium to attenuate agitation and clinical progression of Alzheimer disease. Arch Gen Psychiatry. 2011;68(8):853-861. doi: 10.1001/archgenpsychiatry.2011.72 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Small GW, Siddarth P, Silverman DHS, et al. Cognitive and cerebral metabolic effects of celecoxib versus placebo in people with age-related memory loss: randomized controlled study. Am J Geriatr Psychiatry. 2008;16(12):999-1009. doi: 10.1097/JGP.0b013e31818cd3a4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Pollock BG, Mulsant BH, Rosen J, et al. Comparison of citalopram, perphenazine, and placebo for the acute treatment of psychosis and behavioral disturbances in hospitalized, demented patients. Am J Psychiatry. 2002;159(3):460-465. doi: 10.1176/appi.ajp.159.3.460 [DOI] [PubMed] [Google Scholar]
- 77.Mulsant BH, Gharabawi GM, Bossie CA, et al. Correlates of anticholinergic activity in patients with dementia and psychosis treated with risperidone or olanzapine. J Clin Psychiatry. 2004;65(12):1708-1714. doi: 10.4088/JCP.v65n1217 [DOI] [PubMed] [Google Scholar]
- 78.Tariot PN, Raman R, Jakimovich L, et al. ; Alzheimer’s Disease Cooperative Study; Valproate Nursing Home Study Group . Divalproex sodium in nursing home residents with possible or probable Alzheimer Disease complicated by agitation: a randomized, controlled trial. Am J Geriatr Psychiatry. 2005;13(11):942-949. doi: 10.1176/appi.ajgp.13.11.942 [DOI] [PubMed] [Google Scholar]
- 79.Quinn JF, Raman R, Thomas RG, et al. Docosahexaenoic acid supplementation and cognitive decline in Alzheimer disease: a randomized trial. JAMA. 2010;304(17):1903-1911. doi: 10.1001/jama.2010.1510 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Double-blind, placebo-controlled evaluation of the safety and efficacy of neramexane in patients with moderate to severe dementia of the Alzheimer’s disease. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/30231?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 81.Green RC, Schneider LS, Amato DA, et al. ; Tarenflurbil Phase 3 Study Group . Effect of tarenflurbil on cognitive decline and activities of daily living in patients with mild Alzheimer disease: a randomized controlled trial. JAMA. 2009;302(23):2557-2564. doi: 10.1001/jama.2009.1866 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Gaudig M, Richarz U, Han J, Van Baelen B, Schäuble B. Effects of galantamine in Alzheimer’s disease: double-blind withdrawal studies evaluating sustained versus interrupted treatment. Curr Alzheimer Res. 2011;8(7):771-780. doi: 10.2174/156720511797633205 [DOI] [PubMed] [Google Scholar]
- 83.Seltzer B, Zolnouni P, Nunez M, et al. ; Donepezil “402” Study Group . Efficacy of donepezil in early-stage Alzheimer disease: a randomized placebo-controlled trial. Arch Neurol. 2004;61(12):1852-1856. doi: 10.1001/archneur.61.12.1852 [DOI] [PubMed] [Google Scholar]
- 84.Salloway S, Ferris S, Kluger A, et al. ; Donepezil 401 Study Group . Efficacy of donepezil in mild cognitive impairment: a randomized placebo-controlled trial. Neurology. 2004;63(4):651-657. doi: 10.1212/01.WNL.0000134664.80320.92 [DOI] [PubMed] [Google Scholar]
- 85.Mulnard RA, Cotman CW, Kawas C, et al. Estrogen replacement therapy for treatment of mild to moderate Alzheimer disease: a randomized controlled trial. JAMA. 2000;283(8):1007-1015. doi: 10.1001/jama.283.8.1007 [DOI] [PubMed] [Google Scholar]
- 86.Alzheimer’s Association . Galantamine in the treatment of moderate to advanced Alzheimer’s disease: clinical and pharmacoeconomic outcomes in the assisted living environment. Alzheimer’s Association. Accessed December 29, 2025. http://www.abstractsonline.com/viewer/viewAbstract.asp?CKey=8A34B71C-6048-46DE-AA34-94962AC33502&MKey=F38908E2-C78B-40E5-B4F4-9817BF853BD1&AKey=50E1744A-0C52-45B2-BF85-2A798BF24E02&SKey=BD4CCC85-1979-4B23-AE35-553338449AD1
- 87.Snitz BE, O’Meara ES, Carlson MC, et al. ; Ginkgo Evaluation of Memory (GEM) Study Investigators . Ginkgo biloba for preventing cognitive decline in older adults: a randomized trial. JAMA. 2009;302(24):2663-2670. doi: 10.1001/jama.2009.1913 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Carlson MC, Tschanz JT, Norton MC, Welsh-Bohmer K, Martin BK, Breitner JCS. H2 histamine receptor blockade in the treatment of Alzheimer disease: a randomized, double-blind, placebo-controlled trial of nizatidine. Alzheimer Dis Assoc Disord. 2002;16(1):24-30. doi: 10.1097/00002093-200201000-00004 [DOI] [PubMed] [Google Scholar]
- 89.Aisen PS, Schneider LS, Sano M, et al. ; Alzheimer Disease Cooperative Study . High-dose B vitamin supplementation and cognitive decline in Alzheimer disease: a randomized controlled trial. JAMA. 2008;300(15):1774-1783. doi: 10.1001/jama.300.15.1774 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Thal LJ, Grundman M, Berg J, et al. Idebenone treatment fails to slow cognitive decline in Alzheimer’s disease. Neurology. 2003;61(11):1498-1502. doi: 10.1212/01.WNL.0000096376.03678.C1 [DOI] [PubMed] [Google Scholar]
- 91.Edwards K, Koumaras B, Chen M, Gunay I, Mirski D; Rivastigmine Nursing Home Study Team . Long-term effects of rivastigmine treatment on the need for psychotropic medications in nursing home patients with Alzheimer’s disease: results of a 52-week open-label study. Clin Drug Investig. 2005;25(8):507-515. doi: 10.2165/00044011-200525080-00003 [DOI] [PubMed] [Google Scholar]
- 92.Aupperle P, Tariot P, Safirstein B, Graham SM, Lee G, Tocco M. Long-term safety and efficacy of memantine treatment in moderate to severe Alzheimer’s disease: results from a three-year trial. J Am Med Dir Assoc. 2007;8(3):B9. doi: 10.1016/j.jamda.2007.01.050 [DOI] [Google Scholar]
- 93.Haley AP. Mechanisms of insulin facilitation of memory. 2014. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT01145482
- 94.Reisberg B, Doody R, Stöffler A, Schmitt F, Ferris S, Möbius HJ; Memantine Study Group . Memantine in moderate-to-severe Alzheimer’s disease. N Engl J Med. 2003;348(14):1333-1341. doi: 10.1056/NEJMoa013128 [DOI] [PubMed] [Google Scholar]
- 95.Peskind ER, Potkin SG, Pomara N, et al. Memantine treatment in mild to moderate Alzheimer disease: a 24-week randomized, controlled trial. Am J Geriatr Psychiatry. 2006;14(8):704-715. doi: 10.1097/01.JGP.0000224350.82719.83 [DOI] [PubMed] [Google Scholar]
- 96.Porsteinsson AP, Grossberg GT, Mintzer J, Olin JT. Memantine treatment in patients with mild to moderate Alzheimers disease already receiving a cholinesterase inhibitor: a randomized, double-blind, placebo-controlled trial. Curr Alzheimer Res. 2008;5(1):83-89. doi: 10.2174/156720508783884576 [DOI] [PubMed] [Google Scholar]
- 97.Tariot PN, Farlow MR, Grossberg GT, Graham SM, McDonald S, Gergel I; Memantine Study Group . Memantine treatment in patients with moderate to severe Alzheimer disease already receiving donepezil: a randomized controlled trial. JAMA. 2004;291(3):317-324. doi: 10.1001/jama.291.3.317 [DOI] [PubMed] [Google Scholar]
- 98.Scharre DW, Shiovitz T, Zhu Y, Amatniek J. One-week dose titration of extended release galantamine in patients with Alzheimer’s disease. Alzheimers Dement. 2008;4(1):30-37. doi: 10.1016/j.jalz.2007.10.013 [DOI] [PubMed] [Google Scholar]
- 99.Open label study assessing the safety and efficacy of combined donepezil plus quetiapine in the treatment of agitated demented nursing home patients. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/42145?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 100.Ott BR, Blake LM, Kagan E, Resnick M; Memantine MEM-MD-11AB Study Group . Open label, multicenter, 28-week extension study of the safety and tolerability of memantine in patients with mild to moderate Alzheimer’s disease. J Neurol. 2007;254(3):351-358. doi: 10.1007/s00415-006-0374-x [DOI] [PubMed] [Google Scholar]
- 101.Doody RS, Geldmacher DS, Gordon B, Perdomo CA, Pratt RD; Donepezil Study Group . Open-label, multicenter, phase 3 extension study of the safety and efficacy of donepezil in patients with Alzheimer disease. Arch Neurol. 2001;58(3):427-433. doi: 10.1001/archneur.58.3.427 [DOI] [PubMed] [Google Scholar]
- 102.Shua-Haim JR, Yap C, Kretov A, Lee P. P2-408: results of next day crossover study of donepezil (Aricept) to rivastigmine patch (Exelon Patch) in Alzheimer’s disease patients: a two-month clinical experience. Alzheimer’s Dement. 2008;4(4S_part_15):T493. doi: 10.1016/j.jalz.2008.05.1487 [DOI] [Google Scholar]
- 103.Shua-Haim JR, Yap C, Kretov A, Lee P, Patel S. P2-410: results of next day crossover study of galantamine ER (Razadyne ER) to rivastigmine patch (Exelon Patch) in Alzheimer’s disease patients: a two-month clinical experience. Alzheimer’s Dement. 2008;4(4S_part_15):T493-T494. doi: 10.1016/j.jalz.2008.05.1489 [DOI] [Google Scholar]
- 104.Shankle WR, Hara J. P3-297: longitudinal measure of IVIG treatment effect in patients with Alzheimer’s and Lewy Body disease. Alzheimer’s Dement. 2009;5(4S_part_14):P430. doi: 10.1016/j.jalz.2009.04.968 [DOI] [Google Scholar]
- 105.Perhach J, Graham S.. P4-454: a long-term, open-label extension study evaluating the safety of extended-release memantine (28 mg) in patients with moderate to severe Alzheimer’s disease. Alzheimer’s Dement. 2011;7(4S_part_25):e70. doi: 10.1016/j.jalz.2011.09.149 [DOI] [Google Scholar]
- 106.Phase III study of citicoline for Alzheimer’s disease. Trialtrove. Accessed April 21, 2023. https://citeline.informa.com/trials/details/14877?qId=b0a059c5-c397-4a4d-911a-d3ad0b8650fe
- 107.Johnson & Johnson Pharmaceutical Research & Development, LLC. Placebo-controlled evaluation of galantamine in the treatment of Alzheimer’s disease: a cardiac safety study. 2011. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT00309725
- 108.Zhong KX, Tariot PN, Mintzer J, Minkwitz MC, Devine NA. Quetiapine to treat agitation in dementia: a randomized, double-blind, placebo-controlled study. Curr Alzheimer Res. 2007;4(1):81-93. doi: 10.2174/156720507779939805 [DOI] [PubMed] [Google Scholar]
- 109.Aisen PS, Schmeidler J, Pasinetti GM. Randomized pilot study of nimesulide treatment in Alzheimer’s disease. Neurology. 2002;58(7):1050-1054. doi: 10.1212/WNL.58.7.1050 [DOI] [PubMed] [Google Scholar]
- 110.Cummings JL, Schneider L, Tariot PN, Kershaw PR, Yuan W. Reduction of behavioral disturbances and caregiver distress by galantamine in patients with Alzheimer’s disease. Am J Psychiatry. 2004;161(3):532-538. doi: 10.1176/appi.ajp.161.3.532 [DOI] [PubMed] [Google Scholar]
- 111.Alzheimer’s Disease Anti-inflammatory Prevention Trial Research Group . Results of a follow-up study to the randomized Alzheimer’s Disease Anti-inflammatory Prevention Trial (ADAPT). Alzheimers Dement. 2013;9(6):714-723. doi: 10.1016/j.jalz.2012.11.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 112.Mintzer J, Greenspan A, Caers I, et al. Risperidone in the treatment of psychosis of Alzheimer disease: results from a prospective clinical trial. Am J Geriatr Psychiatry. 2006;14(3):280-291. doi: 10.1097/01.JGP.0000194643.63245.8c [DOI] [PubMed] [Google Scholar]
- 113.Reines SA, Block GA, Morris JC, et al. ; Rofecoxib Protocol 091 Study Group . Rofecoxib: no effect on Alzheimer’s disease in a 1-year, randomized, blinded, controlled study. Neurology. 2004;62(1):66-71. doi: 10.1212/WNL.62.1.66 [DOI] [PubMed] [Google Scholar]
- 114.Conference abstract. Safety, tolerability, and caregiver’s impressions of combination therapy with galantamine and memantine for the treatment of Alzheimer’s disease. Alzheimer’s Association. 2004. Accessed December 29, 2025. https://www.abstractsonline.com/viewer/viewAbstract.asp?CKey=B7A0303E-9EBF-40EE-AAD0-58297117B183&MKey=F38908E2-C78B-40E5-B4F4-9817BF853BD1&AKey=50E1744A-0C52-45B2-BF85-2A798BF24E02&SKey=BD4CCC85-1979-4B23-AE35-553338449AD127
- 115.Cherrier MM, Anderson K, Shofer J, Millard S, Matsumoto AM. Testosterone treatment of men with mild cognitive impairment and low testosterone levels. Am J Alzheimers Dis Other Demen. 2015;30(4):421-430. doi: 10.1177/1533317514556874 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 116.Yesavage JA. The effect of memantine on brain structure and chemistry in Alzheimer’s disease patients: a randomized, placebo-controlled, 52-week clinical trial. 2017. Accessed December 29, 2025. https://clinicaltrials.gov/study/NCT00255086
- 117.Teri L, Logsdon RG, Peskind E, et al. ; Alzheimer’s Disease Cooperative Study . Treatment of agitation in AD: a randomized, placebo-controlled clinical trial. Neurology. 2000;55(9):1271-1278. doi: 10.1212/WNL.55.9.1271 [DOI] [PubMed] [Google Scholar]
- 118.Racial and ethnic categories and definitions for NIH diversity programs and for other reporting purposes: notice number: NOT-OD-15-089. U.S. National Institutes of Health . April 8, 2015. Accessed December 28, 2025. https://grants.nih.gov/grants/guide/notice-files/NOT-OD-15-089.html
- 119.Flanagin A, Frey T, Christiansen SL; AMA Manual of Style Committee . Updated guidance on the reporting of race and ethnicity in medical and science journals. JAMA. 2021;326(7):621-627. doi: 10.1001/jama.2021.13304 [DOI] [PubMed] [Google Scholar]
- 120.Collection of race and ethnicity data in clinical trials and clinical studies for FDA-regulated medical products. U.S. Food and Drug Administration . January 2024. Accessed December 28, 2025. https://www.fda.gov/regulatory-information/search-fda-guidance-documents/collection-race-and-ethnicity-data-clinical-trials-and-clinical-studies-fda-regulated-medical
- 121.Revision: NIH policy and guidelines on the inclusion of women and minorities as subjects in clinical research: Notice Number: NOT-OD-25-131: U.S. National Institutes of Health . July 17, 2025. Accessed December 28, 2025. https://grants.nih.gov/grants/guide/notice-files/NOT-OD-25-131.html
- 122.What updates to OMB’s race/ethnicity standards mean for the Census Bureau. US Census Bureau . Accessed December 29, 2025. https://www.census.gov/newsroom/blogs/random-samplings/2024/04/updates-race-ethnicity-standards.html
- 123.Grill JD, Sperling RA, Raman R. What should the goals be for diverse recruitment in Alzheimer clinical trials? JAMA Neurol. 2022;79(11):1097-1098. doi: 10.1001/jamaneurol.2022.2274 [DOI] [PubMed] [Google Scholar]
- 124.Kornblith E, Bahorik A, Boscardin WJ, Xia F, Barnes DE, Yaffe K. Association of race and ethnicity with incidence of dementia among older adults. JAMA. 2022;327(15):1488-1495. doi: 10.1001/jama.2022.3550 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 125.Rajan KB, Weuve J, Barnes LL, McAninch EA, Wilson RS, Evans DA. Population estimate of people with clinical Alzheimer’s disease and mild cognitive impairment in the United States (2020-2060). Alzheimers Dement. 2021;17(12):1966-1975. doi: 10.1002/alz.12362 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 126.Young BA. Assessing strategies for inclusion of marginalized communities in clinical trials—what’s the plan? JAMA Netw Open. 2024;7(6):e2413927. doi: 10.1001/jamanetworkopen.2024.13927 [DOI] [PubMed] [Google Scholar]
- 127.Ebrahimi H, Megally S, Plotkin E, et al. Barriers to clinical trial implementation among community care centers. JAMA Netw Open. 2024;7(4):e248739. doi: 10.1001/jamanetworkopen.2024.8739 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 128.Okonkwo OC, Rivera Mindt M, Ashford MT, et al. ; Alzheimer’s Disease Neuroimaging Initiative . A protocol for the inclusion of minoritized persons in Alzheimer disease research from the ADNI3 Diversity Taskforce. JAMA Netw Open. 2024;7(8):e2427073. doi: 10.1001/jamanetworkopen.2024.27073 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 129.Godbole N, Kwon SC, Beasley JM, et al. Assessing equitable inclusion of underrepresented older adults in Alzheimer’s disease, related cognitive disorders, and aging-related research: a scoping review. Gerontologist. 2023;63(6):1067-1077. doi: 10.1093/geront/gnac060 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 130.Dabiri S, Raman R, Grooms J, Molina-Henry D. Examining the role of community engagement in enhancing the participation of racial and ethnic minoritized communities in Alzheimer’s disease clinical trials: a rapid review. J Prev Alzheimers Dis. 2024;11(6):1647-1672. doi: 10.14283/jpad.2024.149 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 131.Watson JL, Ryan L, Silverberg N, Cahan V, Bernard MA. Obstacles and opportunities in Alzheimer’s clinical trial recruitment. Health Aff (Millwood). 2014;33(4):574-579. doi: 10.1377/hlthaff.2013.1314 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 132.Babulal GM, Quiroz YT, Albensi BC, et al. ; International Society to Advance Alzheimer’s Research and Treatment, Alzheimer’s Association . Perspectives on ethnic and racial disparities in Alzheimer’s disease and related dementias: update and areas of immediate need. Alzheimers Dement. 2019;15(2):292-312. doi: 10.1016/j.jalz.2018.09.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 133.Ritchie M, Gillen DL, Grill JD. Recruitment across two decades of NIH-funded Alzheimer’s disease clinical trials. Alzheimers Res Ther. 2023;15(1):28. doi: 10.1186/s13195-023-01177-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 134.Mooghali M, Dhruva SS, Ross JS, Ramachandran R. Representativeness of studies required under Medicare’s coverage with evidence development program. JAMA. 2024;332(22):1943-1945. doi: 10.1001/jama.2024.20493 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 135.Raman R, Quiroz YT, Langford O, et al. Disparities by race and ethnicity among adults recruited for a preclinical Alzheimer disease trial. JAMA Netw Open. 2021;4(7):e2114364. doi: 10.1001/jamanetworkopen.2021.14364 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 136.Marchant NL, Hossain E, Chen S, et al. A multiperspective investigation of the underrepresentation of minoritized ethnic participants in dementia research and proposed strategies to improve inclusive recruitment practices. Alzheimers Dement. 2025;21(4):e70129. doi: 10.1002/alz.70129 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 137.ENACT Act. Alzheimer’s Impact Movement. Accessed December 28, 2025. https://alzimpact.org/enact
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
eFigure 1. Study Sample Selection Process
eFigure 2. Number of US-Based Phase III Alzheimer’s Disease Trials Over Publication Years, 1997-2023
eFigure 3. Trends in Representation of All Reported Racial and Ethnic Groups Among US-Based Phase III Alzheimer’s Disease Trials, 1997-2023
eTable. Terminology Used for Racial and Ethnic Group Reporting Among All Published US-Based Phase III Alzheimer’s Disease Trials, 1997-2023
eAppendix. List of 88 US-Based Phase III Alzheimer’s Disease Trials Identified From the Trialtrove Database and Quality Ratings, 1997-2023
eReferences.
Data Sharing Statement
