| Literature DB >> 31900163 |
Hazel Wolstenholme1, Colette Kelly2, Marita Hennessy3, Caroline Heary3.
Abstract
Fussy/picky eating behaviours are common across childhood. Recent reviews of the fussy eating literature focus on quantitative research and do not adequately account for families' subjective experiences, perceptions and practices. This review aims to synthesise the increasing volume of qualitative work on fussy eating. A systematic search of relevant databases was carried out. Studies were included if they were qualitative, published since 2008, with a primary focus on families' experiences, perceptions and practices regarding fussy eating, food neophobia, or food refusal in children (aged one to young adult). Studies with clinical samples, or relating to children under one year were excluded. Ten studies were eligible for this review and were synthesised using meta-ethnography (developed by Noblit and Hare). This review provides a comprehensive description and definition of fussy eating behaviours. A conceptual model of the family experience of fussy eating was developed, illustrating relationships between child characteristics (including fussy eating behaviours), parent feeding beliefs, parent feeding practices, mealtime emotions and parent awareness of food preference development. Our synthesis identified two ways in which fussy eating relates to mealtime emotions (directly and via parent feeding practices) and three distinct categories of parent beliefs that relate to fussy eating (self-efficacy, attributions and beliefs about hunger regulation). The model proposes pathways which could be explored further in future qualitative and quantitative studies, and suggests that parent beliefs, emotions, and awareness should be targeted alongside parent feeding practices to increase effectiveness of interventions. The majority of studies included in this review focus on pre-school children and all report the parent perspective. Further research is required to understand the child's perspective, and experiences of fussy eating in later childhood. PROSPERO Registration: CRD42017055943.Entities:
Keywords: Fussy eating; Meta-ethnography; Neophobia; Picky eating; Qualitative evidence synthesis; Qualitative research; Systematic review
Mesh:
Year: 2020 PMID: 31900163 PMCID: PMC6942299 DOI: 10.1186/s12966-019-0899-x
Source DB: PubMed Journal: Int J Behav Nutr Phys Act ISSN: 1479-5868 Impact factor: 6.457
Meta-ethnography phases, steps, and tools/software used to review and synthesise studies
| Phase of Review and Synthesis | Steps | Tools/Software Used |
|---|---|---|
| Choosing a synthesis approach | 1. Select a qualitative synthesis approach appropriate for review question | RETREAT framework [ |
| Phase 1: Getting started | 1. Preliminary literature searches | Databases (Embase, Scopus, PsycINFO) |
| 2. Register review protocol | PROSPERO ( | |
| Phase 2: Deciding what is relevant to the initial interest | 1. Develop search strategy and run exhaustive search of databases | Databases searched: Cinahl Plus, Embase, Scopus, PsycINFO, Proquest (ASSIA and Sociological Abstracts) |
| 2. Title and abstract screening | COVIDENCE | |
| 3. Full text screening | Microsoft Word | |
| 4. Team discussions about discrepancies | ||
| 5. Supplementary searches | Reference lists, author searches on Google Scholar, ‘Cited by’ tools on Scopus and Google Scholar | |
| Phase 3: Reading the studies | 1. Data extraction (full texts) | NVivo |
| 2. Noting initial observations | Memos in NVivo | |
| 3. Extract key contextual information and key findings | NVivo (to organise data) Microsoft Word (to visualise data in table format) | |
| 4. Quality appraisal | Joanna Briggs Institute Critical Appraisal Checklist [ | |
| Phase 4: Determining how the studies are related | 1. Consider similarities and differences across studies | Matrix in NVivo Table in Microsoft Word |
| Phase 5: Translating the studies into one another | 1. Enter key contextual information for each study to preserve context and meaning of original studies throughout the analysis process. | Microsoft Excel spreadsheet |
2. Enter metaphors (findings from each study) into table (row for each study, column for each new metaphor not already reported by a previous study) If studies reported similar findings under different names or themes, these findings were entered into the same column and a metaphor name was selected which best represented all of the data | Microsoft Excel spreadsheet | |
| 3. Compare each study against all previous studies, observing initial similarities (reciprocal translations) and differences (refutational translations) between studies | Microsoft Excel spreadsheet | |
| 4. Colour coding 1st order (participant quotes), 2nd order (primary study author) and 3rd order (reviewer) interpretations to preserve context and meaning | Microsoft Excel spreadsheet | |
| Phase 6: Synthesising translations | 1. Read excel file row by row summarising similarities and differences of each study (reciprocal and refutational translations) | Microsoft Excel spreadsheet |
| 2. Read excel file column by column to define, refine and summarise each metaphor while observing similarities and differences across studies | Microsoft Excel spreadsheet | |
| 3. Group similar metaphors (original findings) together into 3rd order constructs (categories developed by reviewer) | Microsoft Word | |
| 4. Develop themes that describe constructs and relationships between them | Microsoft Word | |
| 5. Map relationships between key themes within each individual study | Conceptual models using paper and pen | |
| 6. Integrate individual conceptual models to form an overarching conceptual model of relationships between constructs across studies | Conceptual model (Microsoft PowerPoint) (See Fig. | |
| Phase 7: Expressing the synthesis | 1. Write a summary of each theme supported by quotes | Microsoft Word |
| 2. Illustrate findings visually | Conceptual model (Microsoft PowerPoint) | |
| 3. Consider purpose and audience of review | ||
| 4. Assess confidence in review findings (relationships in the model), and consider any alternative interpretations of findings | GRADE CERQual [ | |
| 5. Consider quality of reporting | ENTREQ [ | |
| 6. Rewrite theme summaries considering confidence and alternative interpretations | Microsoft Word |
Search strategy used to identify qualitative studies on fussy eating in childhood published since 2008
| Search Strategy | |
|---|---|
| Fussy eat(ing/er(s)); Food W/15 (within 15 words of) fuss(iness); Picky eat(ing/er(s)); Food W/15 pickiness; Faddy eat(ing/er(s)); Finicky eat*; Choosy eat(ing/er(s)); Selective eating; Food selectivity; Neophobia; Food refusal; Food rejection; Food aversion | |
| Child(ren); Pre(-)school(er(s)); Toddler(s); School(-)age(d); Adolescen(ce/t(s));Teen(s/age/aged/ager(s); Preteen(s/age/aged/ager); Youth(s) | |
| Qualitative; Qualitative research; Qualitative study; Qualitative method; Interview(s/ing/ed); Focus group(s); Phone(s/call); Diary/diaries; Photo(s); Memo(s); Qualitative analysis; Thematic analysis; Content analysis; Grounded theory; Phenomenological analysis; Discourse analysis; Narrative analysis Observ(e/ed/ing/ation(s) | |
| Parent(s/ing); Guardian(s); Caregiver(s); Mother(s); Father(s); Couple(s); Child(ren); Adolescent(s); Son(s); Daughter(s); Sibling(s); Famil(y/ies) | |
| 2008-2018 | |
| Cinahl Plus, Embase, Scopus, PsycINFO, Proquest (ASSIA and Sociological Abstracts) | |
| 11-Jul-2018 | |
| Backchaining (searching reference lists of relevant studies), forward chaining (searching research citing relevant studies), searching other work by authors of relevant studies | |
Inclusion and exclusion criteria for title and abstract and full text screening
| Inclusion Criteria | Exclusion Criteria | Rationale | |
|---|---|---|---|
| Methodology | Qualitative studies (using both qualitative methods and analysis) Mixed methods studies in which the qualitative component can be extracted | Quantitative studies Review articles Intervention studies (evaluations of interventions) | Mixed methods are included due to the small number of relevant studies available Qualitative evaluations of interventions are excluded in order to represent family experiences of non-clinical fussy eating prior to any intervention |
| Dates | Published between 2008 and July 2018 | Published before 2008 | Focus on recent research Searching prior to 2008 would significantly increase the number of irrelevant items to screen with a low chance of identifying relevant articles |
| Language | English | Any language other than English | Author resources |
| Target Age | Children from one year to young adult | Eating behaviours of infants less than one year and independent adults | Broad range due to limited number of studies on childhood fussy eating Wide age range would maximise retrieval of items that would contribute to our understanding of fussy across childhood Focus on children over one year as younger children are still being introduced to solid foods |
| Focus | Experiences, perceptions and practices regarding fussy eating/food neophobia/food rejection/refusal (min. one relevant sentence in abstract during title and abstract screening; author stated relevant aim or objective in full text screening) | Studies on: food preference without reference to fussy eating/neophobia/food refusal, breastfeeding and weaning, food insecurity, malnutrition related to poverty, intervention implementation | Diverse terminology used to report ‘fussy/picky’ eating behaviours |
| Context | Typically developing population | Studies on specific populations with a diagnosis of a condition impacting eating behaviour (including diabetes, cancer, autism, other disabilities, premature infants) | Studies carried out in the context of a diagnosis may not be transferable to typically developing populations |
| Participants | Children and parents or primary caregivers | Other family members, teachers, healthcare professionals | Focus on family experience of fussy eating behaviours |
Fig. 1Flow chart illustrating selection of studies through database searches, screening, team discussions and supplementary searches
Characteristics of original qualitative studies synthesised in this review
| Study | Country and Author Disciplines | Age Group Targeted | Sample/Population | Aims/Objectives | Data Collection, Analysis, & Summary of Interview Guide | Quality Appraisala | Key Findings Reported by Primary Study Authors |
|---|---|---|---|---|---|---|---|
Study A Rubio et al. 2017 [ | France Psychology | Pre-schoolers 18–38 months | 38 parents (35 mothers, 3 fathers) General community sample Low-moderate income Recruited through day care centres | To explore parental concerns about their toddler’s pickiness and its consequences for parent-child relationship and family meals. To understand parental attributions of food pickiness and to investigate how parents manage their children’s food refusals. | Focus groups Thematic analysis Interview guide: Onset of child’s eating difficulties, parental perceptions and beliefs, parental strategies and food practices. | Moderate | The majority of parents report changes in food behaviours. Parents feel responsible. Picky eating causes parental anxiety and guilt. Attributions include opposition. Variety of different practices including repeated exposure, modelling and rewards for eating. |
Study B Goodell et al., 2017 [ | US Nutrition Sciences; Pediatrics; Human Development | Pre-schoolers 3–5 years | 111 primary caregivers (104 female, 6 male, 1 chose not to answer) Low-income African American and Hispanic parents Recruited from Head Start Centers | To determine parent feeding strategies used to influence child acceptance of previously rejected foods. | Focus groups Thematic analysis Interview guide: Several topics relating to child feeding and mealtimes including: what strategies do parents use to influence their children to like previously rejected foods? | High | Parents often do not serve previously rejected foods. Parents value their child eating over liking a food. Parents rarely use the same feeding strategy more than once for a previously rejected food. Parents wish to reduce waste, save time, and ensure children eat enough for adequate growth. |
Study C Jarman et al., 2015 [ | UK Lifecourse Epidemiology; Nutrition Biomedical Research; Psychology; Musculoskeletal Biomedical Research | Pre-schoolers 18 months – 5 years | 29 mothers Socially deprived area Purposive sampling | To explore mothers’ use of overt and covert control practices (and relationship with neophobia). Specifically, what do mothers say about controlling their children’s eating habits? | Mixed method Focus groups Thematic analysis Interview guide: Not provided | High | Feeding young children is stressful. Parent control is often relinquished to reduce conflict at mealtimes. |
Study D Harris et al., 2018 [ | Australia Children’s Health; Exercise & Nutrition Science; Social Science | Pre-schoolers 1–4 years | 6 parents of children > 1 year (5 female, 1 male) General sample, mix of low and high socio-economic status | To characterise parents’ presentation of fussy eating and mealtime interactions at a point of crisis. | Calls to a help-line Inductive thematic analysis Interview guide: n/a | Moderate | Parents of toddlers present emotional accounts of feeding, portrayed their child’s eating behaviours as a battle and child agency over intake/variety as ‘bad’ or ‘wrong’. Escalating concern evoked non-responsive feeding practices. |
Study E Russell et al., 2013 [ | Australia Exercise & Nutrition Sciences | Pre-schoolers 2–5 years | 57 parents (49 female, 8 male) General community sample recruited from a range of SES background Purposefully selected from survey participants | To describe parents’ beliefs (attributions and self-efficacy) about the origins of children’s food preferences that may influence parental feeding behaviours. To examine differences between parents of children with healthy preferences, unhealthy preferences and neophobia. | Interview Content analysis Interview guide: describe child’s likes and dislikes, influences of preferences, how much preferences change over time, how much influence parents have over child preferences. | Moderate | Attributions of food preferences include child characteristics, sensory attributions, and socialisation experiences. Beliefs (and self-efficacy) differ between parents of children with healthy preferences, unhealthy preferences, and neophobia supporting the idea of causal links between parent beliefs, behaviours, and child characteristics. |
Study F Russell et al., 2015 [ | Australia Health; Exercise & Nutrition Sciences | Pre-schoolers 2–5 years | 57 parents (49 female, 8 male) General community sample recruited from a range of SES background Purposefully selected from survey participants | To describe behaviours used by parents to influence children’s food preferences. To examine differences between parents of children with healthy preferences, unhealthy preferences and neophobia. | Interview Content analysis Interview guide: behaviours used to influence children’s preferences (likes and dislikes), whether methods were effective and why. | Moderate | Parents used diverse behaviours to influence their child’s food preferences. Parents of children with healthy preferences appeared to use more effective feeding behaviours. Parents of children with unhealthy and neophobic preferences appeared to use more ineffective behaviours. |
Study G Norton et al., 2016 [ | Australia Business | Pre-schoolers 1–2.5 years | 24 parents (23 female, 1 male) General community sample recruited from range of socio-economic areas Snowball sampling and purposeful selection | To explore primary caregivers’ awareness of food neophobia and how food preferences develop in young children. | Interview and projective technique drawings Cross case analysis Interview guide: history of child’s eating, foods that should be provided to a child on an everyday basis, other foods. Drawings of crying child in a trolley and child making a mess in a highchair. | Moderate | Primary caregivers are unaware of food neophobia and food preference development in young children. |
Study H Boquin et al., 2014 [ | US Food Science & Human Nutrition; Market Research | Children 18 months – 21 years | 19 parents (14 female, 5 male) General sample | To investigate perceptions of picky eating. To determine the most predictive elements that people use to describe a picky eater. | Mixed method Focus groups Analysis method described but not specified Interview guide: describe mealtimes, picky eating perceptions, definitions and characterisations. | Moderate | Fussy eaters display before mealtime behaviours (being uninterested or avoidant), during mealtime behaviours (being disengaged, uninvolved, distracted, carefully inspecting food, having strong physical reactions to foods), general mealtime preferences, and food sensory-dependent preferences. Top two perceptions of picky eating: 1) unwilling to try new things, 2) consuming limited type and amount of food. |
Study I Trofholz et al., 2017 [ | US Family Medicine & Community Health | Children 2–18 years | 88 parents (83 female, 5 male) Racially and ethnically diverse Low-income sample Recruited from previous study | How do parents describe child picky eating? How do parents perceive picky eating to impact the family meal? How do parents report responding to picky eating in the family meal? | Interview Content analysis Interview guide: what kind of eater child is, how eating impacts meal, how picky eating affects the family, what happens if child doesn’t want to eat what is prepared, how parents influence what child eats. | High | Children are frequently described as picky eaters, parents define picky eating in a variety of ways, picky eating impacts the family meal (stress, meal preparation), parents respond in a variety of ways. |
Study J Berge et al., 2016 [ | US Family Medicine & Community Health; Human Development & Family Studies; Epidemiology & Community Health | Target children 6–12 years Siblings 2–18 years | 88 parents (83 female, 5 male) Racially and ethnically diverse Low-income sample Recruited from previous study | How do parents describe their approach to feeding siblings? Do parents engage in different feeding practices based on child-specific characteristics (weight, picky eating, age, sex, temperament)? | Interview Content analysis Interview guide: what it is like to be a parent of two (or more), how you decide what to feed your children, how do you feed them (similarly and differently), role as a parent during mealtimes, how you influence what siblings eat (child characteristics)? | High | Food preferences, in-the-moment decisions and planned meals influence decisions about what to feed siblings. Picky eating is managed by making one meal or by giving leeway to siblings about having other food options. Parents used different feeding practices. |
JBI Critical Appraisal Checklist. Assessment is based on 10 items regarding congruity between authors’ philosophical perspective, methodology, methods, research question and data analysis, the interpretation of results, the influence of the researcher on the research, adequate representation of participant’s voices, ethics, and conclusions drawn from the analysis. Moderate indicates a score of 5–7. High indicates a score of 8–10
Fig. 2Conceptual model illustrating 5 constructs (and how they relate to one another) generated by a secondary analysis of findings in recent qualitative studies
GRADE-CERQual assessment: confidence that relationships in the model are a reasonable representation of the phenomenon of interest
| Summary of Review Finding (Relationship in Fig. | Studies Contributing to Review Finding | Methodological Limitationsa | Coherenceb | Adequacyc | Relevanced | CERQual Assessmente | Explanation of CERQual Assessment |
|---|---|---|---|---|---|---|---|
| Theme 1 & 2: Child characteristics (including fussy eating behaviours) and parent feeding practices | |||||||
| Parent feeding practices have an impact on child fussy eating behaviours (either by overcoming, or reinforcing behaviours). | A, B, C, D, E, F, G, I, J | No or very minor concerns that all coded parentfeeding practices were adequately reported in Study B. However finding is reported across studies with diverse methods. | Minor concerns due to some cases where parents do not effectively influence the child and the possible influence of other factors such as knowledge and self-efficacy (D, E, G). | Minor concerns that although impact of parents on child behaviours are often assumed by authors, there was a lack of quotes illustrating direct effectiveness of parent feeding practices on child fussy eating behaviours (A, C, D, G, I). | Minor concerns that this finding is specific to mothers. Some studies have a broader focus (e.g. on food preferences rather than fussy eating specifically). This finding was represented across diverse countries, contexts, income levels, ethnicities, and age-groups. | There are some minor concerns regarding some disconfirming cases, potential influence of other factors, the lack of examples illustrating the effectiveness of practices, and that this finding is specific to mothers. However this finding was reported across diverse contexts. | |
| Child characteristics (including pickiness, weight and temperament) impact parents’ use of feeding practices. | A, B, C, E, F, G, H, I, J | No or very minor concerns. This finding was reported across many studies with different data collection and analysis methods. | Minor concerns that in some cases the relationship may be explained by other factors (such as concern and conflict) (A, B) and some disconfirming cases where parents do not feed siblings differently (J). | Minor concerns regarding lack of specific examples/quotes in some studies (A, C, E, G, H). | No or very minor concerns that this finding is specific to mothers. This finding was identified across diverse countries, contexts, income levels, ethnicities, and age-groups. | Despite minor concerns regarding some disconfirming cases, the potential influence of other factors, and lack of examples/quotes in some studies this finding was identified across many studies with diverse methods and contexts. | |
| Theme 3: Fussy eating behaviours, parent feeding practices and emotional climate at mealtimes | |||||||
| Manifestations of fussy eating (such as limited variety or quantity of food, and gestures such as pushing the plate away) are directly related to negative parent emotions such as frustration and concern. | A, C, D, H, I | Minor concerns that focus groups in studies A, C, H may impact parents’ discussions regarding emotions and parents may provide more emotional accounts when calling a helpline (D). | Minor concerns that fussy eating may not always contribute to negative emotions and may depend on other factors such as parent feeding practices and severity of fussy eating (H). | Minor concerns regarding lack of quotes supporting this finding (C, H) and lack of explanation of disconfirming cases in which mealtime emotions were not impacted by fussy eating behaviours (I). | No or very minor concerns. Finding may be specific to mothers. Studies focus on impact of fussy/picky eating and represent diverse countries, contexts, income levels, ethnicities, and age-groups. | Although there are some minor concerns regarding the impact of data collection methods on discussions of emotions, the potential influence of other factors, and a lack of supporting quotes in some studies, this finding was reported across diverse contexts. | |
| Parent feeding practices relate to the emotional climate at mealtimes (for example pressure to eat may be associated with conflict). | A, F, H, I, J | No or very minor concerns regarding use of focus groups (A, H) which may impact discussions about emotions. | Minor concerns that this is an over simplified finding and the direction of influence is not clear in some examples (H), and there are some disconfirming cases (I). | Minor concerns regarding richness of data contributing to this finding in some studies (A, H). | Minor concerns that this finding is specific to mothers. This finding was identified across diverse countries, contexts, income levels, ethnicities and age-groups. | Despite minor concerns that this is an over-simplified finding, and thin data in two contributing studies this finding was identified across diverse contexts. | |
| Emotional climate at mealtimes (such as concern, anxiety, conflict and stress) impacts parents’ choice of feeding practices (e.g. cooking alternative meals). | B, C, D, F, H, I, J | No or very minor concerns (regarding influence of focus groups and calls to helpline on reporting emotions). However the finding was reported across studies with diverse methods. | Minor concerns due to some disconfirming cases where parents are persistent in their practices and not influenced by conflict/emotions) (I, J). | Minor concerns regarding lack of specific examples/quotes and reliance on author interpretations in some studies (D, H). | Minor concerns that this finding may be specific to mothers however this finding was identified across diverse countries, contexts, income levels, ethnicities and age-groups. | Although there were some concerns regarding some disconfirming cases and lack of specific examples/quotes this finding was identified across diverse contexts. | |
| Theme 4: Fussy eating behaviours, parent feeding beliefs and parent feeding practices | |||||||
| Manifestations of fussy eating relate to parent feeding beliefs (for example, if a child refuses mushy food, fussy eating may be attributed to sensory sensitivity, or if a parent is faced with a highly neophobic child, they may experience lower self-efficacy). | A, D, E, H, I | No or very minor concerns. | Minor concerns that the direction of the relationship is not always clear and is not explicitly stated in some studies. | Minor concerns regarding reliance on second and third order interpretations in some studies. | No or very minor concerns that this finding is specific to mothers. These studies are relevant to this finding focusing on descriptions and attributions of fussy eating. | There are minor concerns as this relationship is not explicitly stated in some studies and there is a reliance on second and third order interpretations. | |
| Parent self-efficacy relates to parent feeding practices. | B, C, E, F, I, J | No or very minor concerns that focus groups in studies B & C may impact discussions on self-efficacy. | Minor concerns that the relationship could be explained by other factors (e.g. child’s response to foods). | Minor concerns regarding adequacy of specific quotes illustrating this finding, and reliance on second order (author) and third order (reviewer) interpretations from studies E and F. | Minor concerns that this finding is specific to mothers, and that only one study specifically focuses on self-efficacy. | There are minor concerns that this finding is over simplified and also influenced by other factors. Only one study specifically focused on self-efficacy (E) so there is a reliance on second and third order interpretations. | |
| Attributions (perceived influences) of fussy eating relates to parent feeding practices. | A, E, F | No or very minor concerns. | Minor concerns that this is an oversimplified finding as there as some disconfirming cases (E). | Moderate concerns regarding reliance on second and third order interpretations with limited quotes clearly illustrating a link. There are a small number of studies contributing to this finding. | Minor concerns that this finding is specific to mothers of pre-schoolers. | There were some disconfirming cases, and a reliance on second and third order interpretations as well as a limited number of studies contributing to this finding. | |
| Beliefs about hunger regulation relate to parent feeding practices. For example, parents who believe it is the parents’ responsibility to ensure their child eats (“you can’t let them starve”) may cook alternative meals. However, parents who believe it is the child’s responsibility to regulate their hunger levels (“they will eat when they are hungry”) are more likely to just cook a meal. | A, B, D, G, I, J | No or very minor concerns. | No or very minor concerns that different definitions of fussy eating in study I may impact the extent to which parents have to adapt a meal in order for their child to eat. | Minor concerns regarding reliance on author interpretations (D) and the lack of specific examples/quotes in some studies (A, G). | No or very minor concerns that this finding is specific to mothers. | Although there were minor concerns regarding the data adequacy in some studies, and that this finding may be specific to mothers, this finding was reported across studies representing different countries, age groups, ethnicities, and income levels. | |
| Theme 5: Parent awareness of food preference development and effective feeding practices: Possible associations with beliefs, practices and emotions | |||||||
| Parents’ lack of awareness of neophobia, food preference development and effective practices relates to their feeding beliefs, practices, and emotions. | A, G | Minor concerns that purposeful sampling (G) and narrow age range (1–2.5 years) may result in the selection of parents who are less aware of neophobia, food preference development and effective practices. | Moderate concerns regarding potential for other factors to explain the relationship and insufficient data to fully explain this finding. | Moderate concerns regarding richness and quantity of data to support this finding, as well as a limited number of studies contributing to this finding. | Minor concerns that this finding may be specific to parents of young children, and only A study (G) specifically focused on parent awareness. | There were moderate concerns regarding coherence and data adequacy. In addition this finding was only identified in studies with parents of young children so may not be generalizable to all parents. | |
aMethodological limitations: Concerns about the design or conduct of primary studies that contribute evidence to an individual review finding; bCoherence: how clear and cogent the fit is between the data and a review finding; cAdequacy: The degree of richness and quantity of data supporting a review finding; dRelevance: Extent to which the body of evidence is applicable to the context specified in the review question; eCERQual assessment categories: high confidence, moderate confidence, low confidence, very low confidence (Lewin et al., 2018)