In 2023, the incoming Editors of the Journal of Pediatric Psychology (JPP) and Clinical Practice in Pediatric Psychology (CPPP), Drs. Avani Modi and Christina Duncan, respectively, both identified enhancing reporting practices for diversity, equity, and inclusion (DEI) in pediatric psychology as a top priority (Duncan, 2023; Modi, 2023). These efforts build upon a 2021 JPP editorial led by Dr Tonya Palermo and a team of Associate/Assistant Editors declaring a public commitment to being an anti-racist journal and providing guidance for reporting on race and ethnicity in JPP articles (Palermo et al., 2021). The rationale for these efforts stems from the likelihood that (a) terminology used in previous articles published in our journals resulted in harm to people with marginalized identities, (b) past research lacks generalizability of results because study samples lacked representativeness, and (c) past articles published in our journals likely perpetuated white supremacy culture by using white culture as the norm and comparing other cultures/identities to the white norm. Moreover, our current efforts strive to address a broader set of diversity dimensions, using the ADDRESSING Framework (Hays, 2016) as guidance, with the goal of enhancing the rigor and inclusiveness of pediatric psychology science. Thus, the Editors convened a working group of current and past JPP and CPPP Associate Editors and Editorial Board members, as well as DEI content experts. The aims were to generate consistent reporting guidelines for diversity dimensions across the journals and to inform best practices for future research in pediatric psychology. The working group found many detailed, existing checklists and guidelines on inclusive language and transparent reporting relating to DEI (American Psychological Association, 2023b; Buchanan et al., 2021; Letzen et al., 2022; Matsui et al., 2020; Miller et al., 2019; Williford et al., 2023b). However, no comprehensive guidelines were available that captured the specific context of pediatric psychology (e.g., developmental/family considerations), while also being broadly applicable across the field (e.g., not focused on a specific condition or symptom).
This editorial introduces revised guidelines on diversity dimensions for both JPP and CPPP. Acknowledging that this is a rapidly evolving area of science, the updated guidelines represent a living document that will exist online within the Instructions for Authors of both journals, which will be updated yearly. We present the first iteration of the guidelines, which we are referring to as “Version 1” given that we anticipate future updates. We also suggest relevant resources for implementation of the guidelines (see Table 1), with examples of how these apply to the manuscript types published in our journals (see Table 2).
Table 1.
Diversity Dimensions Checklist.
| Paper section | Checklist item |
| CROSS-DOMAIN CONSIDERATIONS | |
| General | Consider whether you should use person-first or identify-first language based on the preferences of your patient population (ensure you obtain feedback from participants and/or their caregivers/families), as well as published guidelines if available (e.g., Association of Diabetes Care and Education Specialists, 2023). You may also wish to include a rationale for the terms selected (e.g., “In this paper, we will switch between person first and identity first language due to the different preferences of self-advocates”). |
| General | Review current language-related guidelines as preferred language changes over time (see APA’s inclusive language guide and recommendations in the APA Style bias-free language guidelines) (American Psychological Association, 2021c). |
| General | Do not identify any population as being “at risk” or “high risk” based on a diversity dimension, and instead, describe the unique barriers and social contexts faced by individuals with specific identities that may make participation in research or other social settings more challenging. |
| General | Do not use language that places blame on individuals or groups of people (e.g., hard to reach). Instead use terms that acknowledge the structural, systemic, and historical factors that contribute to disparities (e.g., underserved, communities or individuals who have been marginalized). For additional information on bias-free language, see American Medical Association (2021); American Psychological Association (2020). |
| General | As definitions of diversity dimensions are not universal and may differ around the world, detail the context of the research study (American Psychological Association, 2023b). |
| Title & Keywords | Include diversity dimensions relevant to the research question. Refrain from using verbiage that implies that White participants are the normative population. |
| Authorship | Acknowledge community partners and provide an author contribution statement (National Information Standards Organization, 2023). Include community partners in the writing process and author list when possible (American Psychological Association, 2023b). |
| Authorship | Include an author positionality statement, see Equity, Diversity, and Inclusion Toolkit for Journal Editors (American Psychological Association, 2021b). |
| Abstract | Report on diversity dimensions of relevance to the study question to the extent that space allows. |
| Introduction | Discuss the strengths and limitations of the theoretical framework (e.g., theoretical framework was developed with a group whose diversity dimensions differ from those of the sample) and relevant literature (e.g., lack of research including populations with specific diversity dimensions) (American Psychological Association, 2023b). |
| Methods | Detail how diversity dimensions informed the research design (e.g., recruitment methods tailored to meet the needs of different populations) and who was involved in the research design (e.g., patient partners) (American Psychological Association, 2023b). |
| Methods | Describe the population from which participants were recruited, inclusion/exclusion criteria, and recruitment procedures (i.e., efforts to recruit a sample whose diversity dimensions reflect those of the larger population; recruitment materials/procedures tailored to specific groups; oversampling procedures) (American Psychological Association, 2023b). |
| Methods | State the categories used to collect diversity dimension data, with the ability to choose all that apply and the inclusion of a “Prefer Not to Answer” option. Alternatively, make sure participants have the option to skip questions or select “don’t know.” |
| Methods | Indicate which diversity dimension variables were collected for a specific study. Include the reason the diversity dimension(s) was collected for the study. |
| Methods | Include an explanation of who identified the diversity dimension and the source of the classifications used (e.g., self-report, caregiver-report, electronic health record). |
| Methods | Consider and report on the implications and limitations of using measures across different populations (e.g., measures which may have limited applicability across various samples) (American Psychological Association, 2023b). |
| Results | Report data transparently. For example, if you provided participants with multiple response options, report those response options rather than just a subset of the options provided. Note: this does not dictate how categories are used in analyses—authors may conduct statistical analyses with response options combined as appropriate to their study goals and methods, with appropriate rationale. |
| Discussion | When describing racism, identify the form (interpersonal, institutional, systemic), the mechanism by which it may be operating, and other intersecting forms of oppression (such as based on sex, gender, sexual orientation, age, regionality, nationality, religion, or income) that may compound its effects. For further details, see Boyd et al. (2020). |
| Text and Tables | List demographic information in alphabetical order (e.g., Asian, Black, and White) in text and tables. |
| DOMAIN: AGE AND GENERATIONAL INFLUENCES | |
| General | Age denotes two important characteristics about an individual:
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| DOMAIN: DISABILITY STATUS | |
| Note. This section is also relevant to individuals with mental health and/or neurodevelopmental disorders but who do not identify as having a disability per the ADDRESSING framework. Please note that terminology evolves over time but we are using the addressing framework as our current guide. Terms like “diversabilities,” etc. may also be used as appropriate. | |
| General | Be sensitive when using terms like “disorder,” “impairment,” “abnormality,” and “special” to refer to disability. The word “condition” is often an appropriate substitute, but these terms do not have universal agreement in the field (National Center on Disability and Journalism, 2021). |
| General | Consider how to best reference and define the severity or nature of a condition. For example, high and low functioning may not be acceptable. Words like “severe” imply judgement. Instead, use neutral, objective terms, including the definition and assessment of terms used. |
| General | Avoid language that implies restriction (e.g., wheelchair bound). |
| General | Avoid slurs, euphemisms (e.g., special needs, differently abled) and excessive/negative labels (e.g., brain damaged, AIDS victim) when referring to individuals or groups of people. Of note, it is possible that some terms are used to reflect data sources, names of policies, or identification in administrative data. For example, although the term “special needs” is generally discouraged, the term “children with special health care needs” is used in the medical literature (Health Resources and Services Administration, 2022). |
| General | Avoid overdramatized words (e.g., threat, risk, danger) when discussing constructs associated with disability. Consider using “increased likelihood” instead of “increased risk.” |
| General | Refrain from solely using a medical model of disability. Instead, acknowledge the unique barriers and social contexts faced by individuals that may make participation in research or other social settings more challenging. |
| Methods | Prioritize self-report over proxy or surrogate report when appropriate depending on the participant’s level of functioning and/or developmental level. |
| Methods | Consider conflicting classifications of disability (e.g., how federal policies may determine eligibility for or define a disability vs. how an individual or another research study defined disability). |
| Methods | Design the measure to be able to assess multiple disabilities and multiple types of disabilities for the same participant. |
| Discussion | Integrate social implications of disability. |
| DOMAIN: RELIGION AND SPIRITUAL ORIENTATION | |
| General | Be sensitive when using terms and classifying participants based on their religion and spiritual orientation. Measures are intended only for the purpose of describing the population participating in the study, and not as a proxy for other phenomena (e.g., political views). |
| Discussion | Consider the culture and cultural implications of an individual’s religion, and how an individual’s spiritual orientation may differ from a larger religious group’s social norms. |
| DOMAIN: ETHNICITY AND RACE | |
| General | Name specific groups when comparing racial/ethnic groups, rather than using a collective reference like “non-White.” |
| General | Only use “multiracial” and “multiethnic” if the specific categories these terms comprise are defined (e.g., more than one race), or if the terms were predefined in a study or database to which participants self-selected. For example, if participants were allowed to choose multiple races on a demographic form which led to them being placed in a “multiracial” or “multiethnic” category, specify this. |
| General | Capitalize the names of races, ethnicities, and tribes (e.g., African American, Asian, Black, Cherokee Nation, Hispanic, Jewish, White). Use lowercase for the terms “multiracial,” “biracial,” and “multiethnic.” |
| General | Do not use hyphens in multiword names, even if the names act as unit modifiers (e.g., write “Asian American participants” not “Asian-American participants”). |
| General | Do not use racial and ethnic terms in noun form (e.g., Asians, Blacks) but in adjective form (e.g., Asian participants, participants who are Black). |
| General | If the term African American or Black is used to describe participants in studies involving populations in the United States, do not use the two terms interchangeably unless both terms were formally used in the study (e.g., data collection form). |
| General | Refer to an Indigenous group as a “people” or “nation” rather than as a “tribe” unless the people group has identified tribe as their preferred term—in which case this should be specifically stated in the methods section. There are specific designations for people from specific locations, such as Native Hawaiian and Pacific Islanders, which are used when appropriate. The nation or peoples are specified, when possible (e.g., Inuit, Iroquois, Mayan, Navajo, Nez Perce, Samoan). For example, in reference to persons indigenous to North America (and their descendants), Aboriginal, Indigenous, and Native have been used and there is no consensus on the optimal term. |
| General | Use Hispanic, Latino or Latina, Latinx, and Latine for people of Spanish-speaking or Latin American descent or heritage. As with other terms, these terms can include people from other geographic locations. Note that there may be age group and geographic location preferences related to these terms and these terms have different connotations. |
| General | Use the term Asian American when describing those who identify with Asian descent among the US population. However, individuals’ self-identified countries of origin should be included when known. Describe persons of Asian ancestry according to their country or regional area of origin (e.g., Cambodian, Chinese, Indian, Japanese, Korean, Sri Lankan, East Asian, Southeast Asian) when possible. Although the United States Census Bureau categorizes individuals from the Middle East and Northern Africa (MENA) as White (United States Census Bureau, 2022), describe study participants from the Middle East and North African regions using their nation of origin (e.g., Egyptian, Iranian, Iraqi, Israeli, Lebanese) whenever possible. |
| General | Avoid abbreviations of categories for race and ethnicity unless there are space constraints (e.g., in tables and figures) or to avoid long, repetitive strings of descriptors. |
| General | Treat culture as a separate construct from race and ethnicity. For additional guidance specific to cultural considerations, see American Psychological Association (2023b). |
| Methods | Describe race and ethnicity variables collected. If any race and ethnicity characteristics that were collected are not reported, state the reason (Flanagin et al., 2021). If collection was required for a funding agency (i.e., NIH), note it. For example, “Reporting race and ethnicity in this study was mandated by the National Institutes of Health, consistent with the inclusion of Women, Minorities, and Children policy.” |
| Methods | When race and/or ethnicity are included as primary predictors or covariates, provide a scientific rationale and report the variance accounted for instead of describing race/ethnicity as being “controlled for” (American Psychological Association, 2023b). |
| Results | Use racial and ethnic categories instead of collective terms (e.g., people of color) when possible. When possible, use specific categories, recognizing these categories will differ based on 1) the databases or surveys used, 2) the requirements of funders, and 3) the geographic location of data collection or study participants. Avoid the category “Other.” Terms related to groups of people (e.g., minority, minoritized, marginalized, racialized) should be used based on the specific population or research focus at time of publication, noting that there is not current consensus and terminology can change rapidly. Note that this reporting guidance does not dictate how race and ethnicity categories are used in analyses—authors may conduct statistical analyses with race and ethnicity variables combined as appropriate to their study goals and methods, with appropriate rationale. |
| Discussion | Avoid assumptions and conclusions that whiteness is the norm or that White participants are the reference group (Buchanan et al., 2021). If differences in racial or ethnic groups are present, discuss these differences in the context of historical policies and structural challenges and/or if such differences reflect differences in other contextual variables (e.g., SES) (American Psychological Association, 2023b). |
| Discussion | Avoid conclusions that may be interpreted as placing blame on racialized or minoritized populations. Name systems of oppression (e.g., racism) (American Psychological Association, 2023b). |
| Discussion | Consider whether the racial and ethnic representation of the sample presents limitations and, if so, clearly acknowledge implications (e.g., limited generalizability due to homogeneity of the sample). If data on racism or discrimination were not collected and race and ethnicity are being used as a proxy for racism or discrimination, authors should acknowledge this limitation in the interpretation of their findings. For further information on available scales of discrimination, see Williams (2016). |
| DOMAIN: SOCIOECONOMIC STATUS (SES) | |
| General | Avoid terms that ascribe conditions to groups of people (e.g., the poor) and instead use person-first language and define income levels (e.g., people whose self-reported annual income was below the federal poverty level or World Bank guidelines). For additional information, see the American Psychological Association inclusive language guidelines (American Psychological Association, 2023a). |
| Methods | Be thoughtful about what information you are/are not collecting. For example, consider what information is/is not needed to report back to funders or research sponsors, or what SES questions are needed to situate your research within the broader field (e.g., use validated measures or categories consistent with federal guidelines to ensure generalizability/comparability across study populations). |
| Methods | If SES is not the focus of your research, ask only what you need to know to characterize the sample. If SES is the focus, select items/measures that are culturally appropriate to your population. Be prepared to explain to participants why you are asking for sensitive information. If asking about things like food insecurity, homelessness, etc., include information about available resources or social services when possible (e.g., food pantries, shelters). |
| Results | If you provided participants with ranges for annual income or education, or multiple options for insurance status, present the percentage in each category in your demographics table, rather than just the majority (e.g., 96% public insurance, 3% private insurance, 1% self-pay, rather than only reporting 96% had public insurance). Note: As with ethnicity and race, this does not dictate how categories are used in analyses—authors may conduct statistical analyses with SES variables combined consistent with their study goals and methods, with appropriate rationale. |
| Discussion | Situate the discussion in the broader sociocultural context of your study population, especially if you are examining SES as a predictor or outcome, are working with a historically marginalized population, and/or examined SES as a covariate. |
| DOMAIN: SEXUAL ORIENTATION | |
| General | Language related to sexual orientation has evolved rapidly. Use the terms people use to identify themselves (American Psychological Association, 2020). |
| General | Use the umbrella term “sexual and gender minorities” to refer to multiple sexual and/or gender minority groups or write about “sexual orientation and gender diversity.” |
| General | Abbreviations such as LGBTQ, LGBTQ+, LGBTQIA, TSLGBTQIA+, and 2SLGBTQIA+ may be used to refer to multiple groups. The form “LGBT” is considered outdated, but there is no consensus about alternative abbreviations including or beyond LGBTQ to use. If you use the abbreviation LGBTQ (or a related one), define it and ensure that it is representative of the groups about which you are writing. However, if in doubt, use one of the umbrella terms rather than a potentially inaccurate abbreviation. |
| General | When using specific terms for orientations, define them if there is ambiguity. For example, the adjective “gay” can be interpreted broadly, to include all genders, or narrowly, to include only men, so define “gay” or use the phrase “gay men” to clarify the usage. By convention, the term “lesbians” is appropriate to use interchangeably with “lesbian women,” but “gay men” or “gay people” should be used, not “gays.” |
| General | Avoid the terms “homosexual” and “homosexuality.” Instead, use specific, identity-first terms to describe people’s sexual orientation (e.g., bisexual people, queer people). The terms “straight” and “heterosexual” are both acceptable to use when referring to people who are attracted to individuals of another gender. |
| Methods | Use self-report or collection of administrative data that originates from self-report instead of proxy report or other indicators. For example, adolescent self-report is preferred to caregiver report, and self-identification is preferred over behavior classification (e.g., a young person may self-identify as straight even with sexual behaviors that involve a partner of the same sex or gender as the young person). |
| Discussion | Situate the discussion in the broader sociocultural context of your study population, especially if you are examining sexual orientation as a predictor or covariate. |
| DOMAIN: INDIGENOUS GROUP AND MARGINALIZED ETHNIC GROUPS | |
| Methods | Indigenous refers to those peoples with pre-existing sovereignty who were living together as a community prior to contact with settler populations, most often—though not exclusively—Europeans. Indigenous is the most inclusive term, as there are Indigenous peoples on every continent throughout the world—such as the Sami in Sweden, the First Nations, Métis, and Inuit in Canada, Mayas in Mexico and Guatemala, and the Ainu in Japan—fighting to remain culturally intact on their land bases (UCLA Office of Equity Diversity and Inclusion, 2023). Consistent with this definition, “Indigenous” is often included as a racial category. For communities where the term “Indigenous” does not resonate with participants and other terms for marginalized ethnic groups are more appropriate (e.g., “Gypsies”), those terms should also be included as a category. Avoid using colonial language (e.g., stakeholders; see Sharfstein, 2016) and treat ethnicity as separate from culture (American Psychological Association, 2023b). |
| Discussion | Avoid conclusions that may be interpreted as placing blame on Indigenous populations. Name the forms of oppression (e.g., impact of colonialism) related to the interpretation of study findings. |
| DOMAIN: NATIONAL ORIGIN | |
| General | National origin is defined as where a person (or their family) is from and includes individual attributes such as: a person’s birthplace, ethnicity, ancestry, culture, and preferred language. Remember that all these concepts, including ethnicity, are different from an individual’s race as people can share the same nationality but be of different ethnic groups and people who share an ethnic identity can be of different nationalities (American Association of University Women, 2022). |
| Methods | Collect and report information on national origin only when appropriate, ideally with the rationale specified and a “Prefer Not to Answer” option provided (American Psychological Association, 2023b). |
| DOMAIN: GENDER IDENTITY | |
| General | Language related to gender identity has evolved rapidly. Use the terms people use to define or identify themselves (American Psychological Association, 2020). |
| General | As “sex” and “gender” are often inappropriately used interchangeably, clearly state which term you are using and the operational definition you are applying. Use the term “gender” when referring to people as social groups, or an individual’s identity or expression of gender, and clearly define which facet of gender is being measured (e.g., gender identity, role orientation, expression). Use “sex” when referring to designed or assigned sex at birth (generally based on visualization of external genitalia as part of a medical exam or with a birth certificate and rarely biologically confirmed). |
| General | Explicitly designate information about the gender identities of the participants making up their samples (e.g., whether participants are transgender, cisgender, or other gender identities) rather than assuming cisgender identities. If assessing both sex assigned at birth and gender identity, use two questions rather than inferring sex assigned at birth from gender (DeChants et al., 2021; Lett & Everhart, 2022). If in doubt, use the umbrella term “sexual and gender minorities” to refer to multiple sexual and/or gender minority groups, or write about “sexual orientation and gender diversity.” |
| General | Diverse terms are used by transgender and gender diverse people, and gender diverse is a generally agreed-upon umbrella term when defining and describing a person’s identity. These terms are generally used in an identity-first way (e.g., “transgender people,” “gender diverse people”). However, there is some variation in the field. Use identity labels that are in accordance with the stated identities of the people you are describing, and clearly describe how you are using such identity labels within your writing. |
| General | To reduce the possibility of stereotypic bias and avoid ambiguity, use specific nouns to identify people or groups of people (e.g., women/girls, men/boys, transgender men/boys, trans men/boys, transgender women/girls, trans women/girls, cisgender women/girls, cisgender men/boys, gender-fluid people). |
| General | Do not refer to the pronouns that transgender and gender-nonconforming people use as “preferred pronouns” because this implies a choice about one’s gender. Rather, use “pronouns” or “identified pronouns,” and when writing about an individual use that person’s pronouns. |
| General | Avoid using combinations such as “he or she,” “he/she,” or “(s)he” as alternatives to the singular “they” because such constructions imply an exclusively binary nature of gender and exclude individuals who do not use these pronouns. |
| General | Avoid gendered endings such as “man” in occupational titles (e.g., use “police officer” instead of “policeman”; also “homemaker” instead of “housewife”). Use terms for conditions or experiences that are gender inclusive when possible (e.g., “menstruating and pregnant people,” “people who breastfeed,” “endometriosis affects menstruating people”). |
| Methods | When reporting the genders of participants in the Methods section, reflect each of the categories offered and endorsed by the study participants. |
| Methods | Use self-report or administrative data that originates from self-report instead of proxy report or other indicators. For example, adolescent self-report is preferred to caregiver report. |
| Discussion | Situate the discussion in the broader sociocultural context of your study population, especially if you are examining gender as a predictor or covariate. |
Table 2.
Application of Diversity Dimensions Checklist in study design and manuscript preparation.a
| Article type | Considerations: study design | Considerations: manuscript preparation |
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We have organized these considerations by article type to minimize repetition and maximize readability. As many of these considerations are applicable across multiple article types, we encourage readers to consider how each may be applied most broadly when designing studies and preparing manuscripts.
This article type is not published in the Journal of Pediatric Psychology; however, please note, these research topic areas are encouraged in JPP via other article types.
For authors, we recognize that assessing and reporting across a range of diversity dimensions is an evolving process, and existing data will be in different places on the continuum of optimal practices. Thus, these guidelines may be applied differently based on current phases of research and practice and are based on the researcher’s available sources of data. For authors working with existing datasets or medical record systems, we ask for transparent descriptions of data collection methods, even if those methods do not adhere to these guidelines. The authors should discuss the implications of those methods and make specific suggestions for future work that align with these guidelines. For those planning future work, we encourage consulting these guidelines during planning, implementation, analysis, interpretation, and dissemination stages. Nevertheless, we acknowledge that researchers may not develop their methodology in response to a specific journal’s guidelines and may need to follow the guidelines of a funding agency, for example. Finally, we acknowledge that DEI encompasses a broad range of constructs and that these guidelines are neither exhaustive nor applicable to all situations. We encourage authors to thoughtfully reflect on aspects of the guidelines that are pertinent to their own work, include additional relevant constructs, and exclude those that do not apply, as appropriate.
Authors’ positionality statement
At the time of this manuscript submission, the authors provided self-reported information regarding their personal diversity dimensions to inform this positionality statement. We are individuals representing Generation X and the Millennial Generations. Ninety percent of us are able-bodied. We represent various religious and spiritual orientations, including Agnostic, Atheist, Christian, Jewish, and Secular (i.e., nothing in particular). Our racial/ethnic identities include Asian (Far East and South), Black (African American, African, and Afro-Caribbean), White-Non-Hispanic, and White-Acadian. Our backgrounds include coming from the USA, India, Nigeria, and European countries (e.g., England, France, Germany, Greece, Ireland, Italy, Lithuania, Russia, and Scotland). Approximately one-fourth of us speak more than one language. During childhood, our socioeconomic backgrounds varied from lower to middle-upper class while it currently represents middle to upper class (subjectively rated). Approximately 16% of us are first-generation college students. Our sexual orientations include bisexual, heterosexual, and pansexual, with some of us preferring not to answer. Most of us identify as women (90%) and 10% identify as men.
As pediatric and developmental psychologists, we work at the intersection of multiple fields and are expected to keep abreast of standards in psychology and medical disciplines. With our expertise and respective roles, it is our responsibility to promote the highest standards of inclusive language and transparent reporting in our multidisciplinary teams and publications, even beyond JPP and CPPP. It is equally incumbent on us to humbly acknowledge the limitations of our knowledge, be transparent about our frame of reference, and recognize the expertise of people and communities with lived experience of the conditions and disparities we aim to understand and address in our research.
Process in developing the Diversity Dimensions Checklist
A subset of co-authors created this checklist to guide pediatric psychology science and writing. The ADDRESSING framework is a model that recognizes the complexities of individual identity (Hays, 2016). This framework guided the concepts and areas of foci for the checklist (i.e., age and generation, developmental disability/acquired disability, religion, ethnicity/race, socioeconomic status, sexual orientation, indigenous group, national origin/language, and gender; see Figure 1). Two individuals conducted literature searches and contacted experts in the field to identify best practices for assessment and reporting on each aspect of the ADDRESSING framework. The JPP/CPPP editorial teams provided further feedback and modifications on the initial checklist. The modified checklist was then shared on the American Psychological Association (APA) Society of Pediatric Psychology (Division 54) listserv for open feedback from members. Membership feedback included questions about how the exhaustive checklist would be used by the journals, the need to incorporate international perspectives, the need to consider checklist items when developing science and not solely during the dissemination phase, and the need for additional categories beyond the ADDRESSING framework in the future. We incorporated feedback from membership and sent the revised Diversity Dimensions Checklist to an international SPP member (i.e., European-Spain) for further feedback with a lens toward ensuring the checklist was not U.S.-centric. From this additional feedback, the Diversity Dimensions Checklist was finalized for this editorial (Table 1).
Figure 1.
ADDRESSING framework.
Suggestions for how the Diversity Dimensions Checklist can inform research best practices
The Diversity Dimensions Checklist is applicable along the continuum or stages of research—e.g., research planning, data collection (in research, routine clinical practice, and electronic medical records), analysis and interpretation, dissemination, and critiquing or peer-review, as well as for training and mentorship practices. In terms of planning or preparing for research, the checklist could encourage new directions that incorporate one or more DEI elements described in the checklist and thereby influence the selection of populations to enroll. For example, an author whose field has historically focused on families with high incomes may commit to making active efforts to recruit children and families from a wide range of socioeconomic levels and consider ways to reduce the impact of socioeconomic disparities, such as access to medical care, on recruitment and, ultimately, generalizability of findings (i.e., external validity). By increasing the diversity of the study sample, the research will better represent a broader range of experiences that a particular (health) population may have. In addition, Participatory Action Research (Baum et al., 2006) is a framework of enquiry that improves science through the structured collaboration between researchers and those having lived experience with the physical and/or mental health condition(s) of interest. Finally, being more inclusive in our participants for devising or adapting interventions and testing their feasibility, acceptability, and efficacy should ultimately improve our clinical practice. Overall, these efforts may enhance our field’s ability to avoid missing or obscuring certain experiences due to homogenous, biased samples.
We intend for the Diversity Dimensions Checklist to prompt authors to use or create measures that capture important DEI-related characteristics of their population. Researchers can work in partnership with community members to develop demographic surveys, ensuring that the questions use appropriate, understandable language and terminology. Accordingly, the checklist could also inform data collection for research, such as decisions about how and when to administer certain measures and/or create new ones. For instance, if data are collected in the context of clinical care where these DEI variables are not usually obtained, a demographic survey could be incorporated into other routine measures administered for clinical purposes, such as an intake form or ongoing symptom assessment.
When collecting data on DEI-related dimensions, it is important to assess intersectionality to facilitate nuanced insights into the complexity of participants’ lived experiences. We also want to acknowledge that such a comprehensive goal is one that can be tackled as a team via research partnerships—e.g., through a Participatory Action Research approach, as described above. However, constraints may exist—such as resources, time, or geographical restrictions (e.g., a graduate student collecting dissertation data may have limited resources to be able to pursue in-person recruitment; insufficient funding may prevent a researcher recruiting from multiple geographic areas that could have enhanced the diversity of the sample). Despite these constraints, the Diversity Dimensions Checklist can facilitate a team’s awareness as to what DEI data they have represented in their sample and why certain DEI-related dimensions are critical to best understand the population of interest. For example, authors should be attuned to the characteristics of samples on which questionnaires were developed and validated, which may not represent the participants being recruited (American Psychological Association, 2023b). Although constraints can occur, our aspiration should be to overcome them to engage in the best practices possible.
In terms of analysis and interpretation, authors can use the Diversity Dimensions Checklist as a resource in their process of defining and describing groups included in their research (e.g., on different diversity dimensions, as suggested by APA Journal Article Reporting Standards [JARS]), move beyond group comparison analyses, and when possible, take an intersectional approach. With respect to group comparisons, for example, authors should use a DEI-informed perspective to choose which comparisons to make based on the representation of individuals enrolled, rather than grouping different participants together simply to attain adequate cell sizes or frame one group as “normative” (e.g., t-test comparing White participants to Black participants, instead of a single comparison of White participants to all participants of color). Of note, this may result in some individuals (e.g., due to small sample size) being excluded from some analyses; detailed reporting of sample size for each analysis will therefore be necessary. When collapsing across groups, researchers should provide a clear rationale, describe specifically what was done, and address the limitations and implications of the decision for interpreting results. Similarly, the potential impact of the research setting, measures or variables targeted, and other factors should be carefully considered in the context of sample characteristics when interpreting study results. Interpretation should also take into consideration the historical and systemic context of diversity dimensions and explicitly name sources of oppression and harm when describing existing disparities in a population; i.e., the use of systems-centered language (O'Reilly, 2020) is strongly recommended.
The Diversity Dimensions Checklist has relevance for the dissemination and critique of research (e.g., conference presentations, manuscript reviews, grant reviews). Rather than simply noting sample homogeneity as a study limitation, it is critical that authors discuss the potential impact on study results when the sample lacks diversity. Likewise, when gathering retrospective data in a clinical setting, authors are encouraged to consider what changes could be made to the protocol to obtain key demographic characteristics to appropriately describe their sample. If unable to find a feasible solution, the authors should acknowledge why the data could not be collected and why it is important to fully describe the population in subsequent work. When discussing DEI-related future directions in research, authors can avoid more general statements such as “future research should…” and instead state specific, improved practices that their team commits to making as it pertains to measuring diversity of identities and addressing diversity dimensions. Another important aspect of dissemination is sharing research findings with the community that contributed to the design and/or participated in the research. This community-first approach expresses appreciation to the community, demonstrates the impact of their involvement, helps empower community members to understand their needs and address them, and builds relationships that may encourage future research collaborations (Crosby et al., 2023; Hines et al., 2011; Williford et al., 2023a). Further, the Diversity Dimensions Checklist can serve as a guide for evaluating diversity dimensions when engaging in peer review of journal articles, grant proposals, and other scholarly products.
Finally, the Diversity Dimensions Checklist has utility in training and mentoring undergraduate and graduate students, postbaccalaureate trainees, doctoral interns, and post-doctoral fellows in the field of pediatric psychology. Course instructors can use the checklist to discuss articles used in formal classroom and less formal guest lectures or presentations. Research labs can review and discuss this checklist regularly to identify action steps to improve DEI-related practices, as described above. Such practices can create a culture within the classroom and lab environment that prioritizes ongoing cultural humility and DEI in the research context, models transparency and rigor in reporting, and improves research and clinical practices. Such steps are critical to fostering a broader culture shift in the field of pediatric psychology.
Future directions
Using the Diversity Dimensions Checklist is a necessary step for the field of pediatric psychology to work toward a more inclusive and representative science and increase awareness of the ways in which our field has contributed to the harms against diverse, minoritized, and marginalized groups (American Psychological Association, 2021a). Using this evolving Diversity Dimensions Checklist to embed DEI principles may help cement them as a sustained part of the research culture and facilitate equity and inclusion in data collection, analysis, interpretation, and dissemination. However, language constantly adapts and changes; some words take on different meanings and new words are introduced. Collective terminology or group labels are often context-dependent, and formerly neutral or favored terms can become derogatory or offensive. Therefore, we conceptualize the Diversity Dimensions Checklist as a “living document” that will need to be edited and updated. We commit to revisiting and updating the Diversity Dimensions Checklist yearly and solicit feedback from the larger community of youth, caregivers, students, psychologists, and communities we serve.
The creation of a Diversity Dimensions Checklist is only one part of the larger transformation needed in our science and practice. However, several DEI characteristics remain infrequently reported, indicating the critical need for such resources in our research community. For example, most recent research published in high-impact medical journals do not report ethnicity or socioeconomic status, and authors rarely discuss this omission as a limitation (Buttery et al., 2022). Further, there is evidence that grant funder reporting requirements (e.g., for ethnicity or sex assigned at birth) can make real-world improvements to the representativeness and reporting of clinical trials. For instance, since the publication of the National Institutes of Health (NIH) mandated reporting standards for specific demographic characteristics, ethnic-minoritized groups have been overrepresented in pediatric clinical trials compared to the general U.S. population, demonstrating that enhanced guidelines can contribute to improved demographic representation (Lee et al., 2023).
Although we do not view this proposed Diversity Dimensions Checklist as a mandate for how research is planned, implemented, and reported, we hope it is a resource that helps shift how this field conducts and reports research in relation to DEI and drives change toward equitable healthcare delivery. Taking systematic action to improve consideration of DEI in our research, via employing strategies like the Diversity Dimensions Checklist, is necessary to push equity from aspirational to standard research practice. It is also possible that by using the Diversity Dimensions Checklist and transparent reporting on these issues, the pediatric psychology research community can inform new mandates for grant funders by demonstrating utility. The Society for Pediatric Psychology might assist in these goals through our special interest groups highlighting the distinct needs of their pediatric populations, or the JPP student journal club might discuss articles that demonstrate best practices. Our journals also welcome submissions relevant to using the Diversity Dimensions Checklist to keep the conversation going, share experiences and advice, and advance equitable change.
Contributor Information
Avani C Modi, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Sarah J Beal, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Stephen P Becker, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Katelynn E Boerner, Department of Pediatrics, BC Children’s Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada.
E Thomaseo Burton, Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children’s Hospital of Philadelphia, Philadelphia, PA, United States.
Diane Chen, Potocsnak Family Division of Adolescent and Young Adult Medicine & Pritzker Department of Psychiatry and Behavioral Health, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, USA; Departments of Psychiatry & Behavioral Sciences, and Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Lori E Crosby, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Marisa E Hilliard, Department of Pediatrics, Baylor College of Medicine and Texas Children’s Hospital, Houston, TX, USA.
Anna M Hood, Division of Psychology and Mental Health, Manchester Centre for Health Psychology University of Manchester, UK.
Nicole A Kahhan, Division of Psychology & Neuropsychology, Nemours Children’s Health, Jacksonville, FL, USA.
Emily Law, Department of Anesthesiology & Pain Medicine, University of Washington School of Medicine, Seattle, WA, USA.
Kristin A Long, Department of Psychological and Brain Sciences, Boston University, Boston, MA, USA.
Meghan E McGrady, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Rachel E Sweenie, Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
Idia B Thurston, Department of Health Sciences and Applied Psychology, Northeastern University, Boston, MA, USA.
Cecelia Valrie, Department of Psychology, Virginia Commonwealth University, Richmond, VA, USA.
Yelena P Wu, Department of Dermatology, Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah, USA.
Christina L Duncan, Department of Psychology, West Virginia University, Morgantown, WV, USA.
Data Availability
No new data were generated or analyzed in support of this research.
Funding
This work was partially supported by the Center for Clinical and Translational Science and Teaching (CCTST) at the University of Cincinnati funded by the National Institutes of Health (NIH) Clinical and Translational Science Award (CTSA) program (Grant no. UL1TR001425).
Conflicts of interest
None declared.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
No new data were generated or analyzed in support of this research.

