The researchers conducted interviews with stakeholders from Lebanon’s private and public sectors. Transcripts were analyzed thematically, and the results were organized using the socio-ecological model. The study therefore examined perspectives on a range of barriers within an occupational setting; it did not directly survey people with intellectual disabilities or their families.

The abstract reports that workforce integration remains limited and challenging, including through segregated settings and a lack of public-sector resources. Societal and familial stigma was described as hindering community acceptance. The authors also identified educational deficiencies, particularly a lack of early integrated programs and professional transition support, alongside problematic implementation of Law 220, which the study reports lacks enforcement mechanisms. Employers were described as lacking adequate support, with negative perceptions and environmental barriers contributing to that situation.

Drawing on the stakeholder interviews, the study’s authors recommend updating existing legislation to align with international standards and establishing active enforcement mechanisms. They also identify early educational integration, public awareness and cross-sectoral coordination as priorities. These are institutional and policy recommendations derived from participants’ perspectives, not evaluations of specific interventions. The authors emphasize the need for future research that directly engages people with intellectual disabilities and their families. Because the supplied evidence is an abstract and the sample comprised only 11 stakeholders, the findings provide a bounded qualitative account rather than population-level evidence about employment rates or the effects of particular policies.

Subject of Research: Qualitative study of barriers to workforce inclusion for people with intellectual disabilities in Lebanon

Article Title: Barriers to the inclusion of people with intellectual disabilities into the Lebanese workforce: a qualitative study

Article References: Khairallah, G. M., Abbas, T., Salameh, E., Lamah, E., Haroun, J., Siddik, M., Fadlallah, H., Kreidieh, L., Layoun, C. J., Rahme, D. V., & Sakr, C. J. (2026). Barriers to the inclusion of people with intellectual disabilities into the Lebanese workforce: a qualitative study. BMC Public Health. https://doi.org/10.1186/s12889-026-29929-y

Image Credits: AI Generated

DOI: 10.1186/s12889-026-29929-y

Keywords: intellectual disabilities, workforce inclusion, Lebanon, employment barriers, qualitative interviews, stigma, special education, employment law, employer support, Barriers, inclusion, people

The document is notable for the breadth of its definition of diversity. The authors explicitly reject the idea that diversity is only about gender and ethnicity, extending it to language and cultural background, sexual orientation and gender identity, age, education level, religious belief, socioeconomic status, and physical abilities or disabilities. In the intensive care setting, they argue, this breadth has practical consequences. Multidisciplinary teams composed of professionals with varied experiences and perspectives enrich clinical discussions and generate innovative solutions to complex challenges. As staff and patient populations become increasingly multicultural, diverse teams are better placed to respect cultural differences in patient preferences, communicate with families, and deliver genuinely patient-centred care.

The paper also draws on evidence that representation within the healthcare workforce can shape the relationship between institutions and the communities they serve. Studies cited by the group suggest that greater diversity and representation among staff and leadership may improve communication, engagement and trust between hospitals and their patients, and that patient-clinician concordance by race or gender can influence communication quality and trust. A workplace in which all individuals feel valued, the authors add, is more supportive and collaborative, which matters in a specialty where burnout and workforce retention are chronic concerns.

A central conceptual contribution of the paper is its insistence on the distinction between equality and equity. Equality, the authors write, means treating everyone the same and providing identical opportunities or resources regardless of the differential barriers specific groups may face. Equity, by contrast, involves giving individuals what they need to succeed, acknowledging that certain populations encounter different obstacles, focusing on fair access to opportunities and support while accounting for differing needs and circumstances and removing avoidable barriers. The distinction matters because identical treatment can reproduce inequality when starting points differ, a point the authors apply both to careers of ICU professionals and to the care received by patients.

For healthcare professionals, the paper identifies a concrete gap: although evidence shows that workforce diversity enhances innovation and decision-making, women and ethnic minority groups remain underrepresented in leadership positions in intensive care. The authors call for structured mentorship programmes, transparent recruitment processes and robust data collection to drive systemic change rather than relying on policy statements alone. They point to surveys conducted within ESICM’s own early-career structures, which have documented demographic considerations and continuing gender-related challenges in securing sustainable, high-quality leadership, including cultural change, workplace parenting reforms, advocacy and mentoring as outstanding issues.

At the patient level, the paper argues that equity in intensive care requires access to appropriate, high-quality care to be guided by individual clinical need rather than limited by ethnicity, gender, age, socioeconomic status, language, disability or other personal characteristics, with the goal of comparable outcomes for all. The authors acknowledge that social determinants of health continue to influence both access to and quality of critical care, and they stress that inequities in the ICU mirror wider structural inequities in health systems. Addressing them, they argue, requires deliberate measurement and accountability rather than good intentions.

Clinical research receives particular attention. The paper warns that underrepresentation of minority groups in clinical studies limits the applicability and generalizability of results, since therapeutic strategies and outcome measures developed on unrepresentative populations may not transfer to the real diversity of ICU patients. Inclusive research, the authors contend, ensures that findings reflect the populations they are meant to serve. This connects to a broader theme of the document: the society’s research funding programmes, which specifically support the professional development of promising early-career researchers and encourage the involvement of investigators from low- and middle-income countries.

The authors are candid about the obstacles. Implicit biases, resistance to change, limited resources, inconsistent data collection and a lack of tools to monitor progress are described as common barriers to implementing EDI initiatives in intensive care. In many institutions, demographic and outcome data are not systematically collected, making it difficult to assess whether interventions actually work. The paper identifies the development of standardized EDI metrics as a key priority, so that healthcare organisations can measure progress and identify areas for improvement. It also sets guardrails for such measurement: where demographic information is self-reported, disclosure should be voluntary, data collection and reporting should protect individual privacy, and demographic categories should be adapted to the applicable legal, ethical and sociocultural context. As an initial step, the group recommends assessment of implicit bias for those currently in leadership positions, formally incorporated into a practical toolkit.

The society points to its own track record as evidence that change is achievable. Since the 2019 statement paper, ESICM reports that it has substantially increased the proportion of female speakers at its annual congress LIVES and improved gender balance across committees and society-organised events, developments the authors describe as progress toward the earlier goals while underscoring the need for more systematic assessment across all areas of EDI. Yet the paper also concedes that few resources are currently available to implement EDI initiatives, including limited funding for training programmes and insufficient protection of staff time to participate in EDI activities. It urges healthcare organisations to prioritise EDI within strategic planning and budgets and to seek external funding sources.

The position paper closes with a set of commitments that bind the society’s governance, education and scientific activities to its EDI agenda: advocating for equitable access to lifesaving and sustainable intensive care services worldwide; supporting mentorship, training and career advancement for meritorious individuals in underrepresented groups in compliance with local and national legal frameworks; ensuring diversity in research populations and leadership through global collaboration; sustaining respectful workplaces free from discrimination, harassment and bias; and accelerating the integration of evidence-based approaches into clinical education and guidelines. The authors frame these commitments as benchmarks to be revisited periodically through measurable indicators, and they call on the global intensive care community to share experiences, challenges and best practices. Inclusion, the paper argues, is not merely a policy aspiration but a daily practice, and the future viability and growth of the specialty depends on nurturing and promoting valued ICU professionals from every background.

Subject of Research: Equity, diversity and inclusion in intensive care medicine

Article Title: Promoting equity, diversity and inclusion in intensive Care: a position paper of the European Society of Intensive Care Medicine

Article References: The ESICM Diversity and Inclusion Group, Grasselli, G., Herridge, M. S., Abidi, K., Alexandre, J., Jagodzinska-Peškova, J., Laffey, J. G., Lobo, S., Puxty, K., Ramsay, P., Rodriguez-Ruiz, E., Van Mol, M. M. C., Ostermann, M., De Waele, J. J., on behalf of the ESICM Executive Committee, Azoulay, E., Boulanger, C., Derde, L. P. G., Donadello, K., … Wendon, J. A. (2026). Promoting equity, diversity and inclusion in intensive Care: a position paper of the European Society of Intensive Care Medicine. Intensive Care Medicine. https://doi.org/10.1007/s00134-026-08653-6

Image Credits: AI Generated

DOI: 10.1007/s00134-026-08653-6

Keywords: intensive care, equity, diversity, inclusion, ESICM, healthcare workforce, leadership, patient outcomes, clinical research, mentorship, EDI metrics, burnout

The research, led by Timothy J. Snelling and Liam A. Sinclair at Harper Adams University together with colleagues at the Alltech Bioscience Centre in Ireland, used a 4 × 4 Latin square design with four second-lactation Holstein–Friesian cows fitted with permanent rumen cannulae. Each cow weighed around 650 kilograms, was roughly 69 days in milk, and yielded about 40 kilograms of milk per day. The animals received a partial mixed ration containing a pelleted concentrate, grass silage, and maize silage at dry matter proportions of 0.297, 0.318, and 0.385 respectively. To mimic the effect of a cow selecting concentrates from a poorly mixed ration, an additional 4 kilograms of concentrate per cow per day was added either all at once at the morning feedout or split evenly across four deliveries at 0600, 1000, 1400, and 1700 hours.

The concentrates were prepared with or without live S. cerevisiae yeast, included at the manufacturer’s recommended rate of just 1 gram per cow per day, providing 1 × 10⁹ colony forming units per gram of product. This created four treatments: an uneven or even pattern of concentrate allocation, each with or without yeast. Each of the four experimental periods lasted 35 days, with 28 days for adaptation and sampling during the final 7 days. Rumen fluid was collected at six time points across the day, from before the morning feedout through to 2100 hours, allowing the researchers to track pH, volatile fatty acids, and ammonia nitrogen through the full diurnal cycle. The rumen microbial community was characterised using 16S rRNA gene amplicon sequencing, with libraries normalised to 47,000 reads per sample and classified against the SILVA 138 reference database.

Perhaps the most striking finding is what did not change. Neither the pattern of concentrate allocation nor the yeast supplement had any significant effect on dry matter intake, milk yield, milk fat or protein content, live weight, or apparent whole-tract digestibility of dry matter, organic matter, or neutral detergent fibre. Total dry matter intake ranged from 22.6 to 23.6 kilograms per day across treatments, and milk yield from 38.8 to 40.0 kilograms per day, with no statistically significant differences. Blood metabolites, including plasma glucose, β-hydroxybutyrate, and urea, were similarly unaffected, although plasma ammonia tended to be lower in yeast-supplemented cows.

Rumen pH told a more nuanced story. The pattern of concentrate allocation did not change mean rumen pH, but it did alter the diurnal fluctuation. There was a significant interaction between concentrate pattern and sampling time, with lower pH in cows on the uneven pattern during samples taken three to six hours after feedout. This reflects the rapid burst of rumen fermentation that follows the ingestion of a large single meal of rapidly fermentable concentrates, exactly the scenario a cow creates when it sorts concentrates from a poorly mixed ration. However, the mean minimum pH never fell below 5.6 at any sampling time, and the authors note that the ration was deliberately not formulated to induce acidotic conditions for ethical reasons. In susceptible animals or with higher concentrate proportions, this pattern could push ruminal pH below the 5.8 threshold for more than five to six hours per day, which is the diagnostic criterion for sub-acute ruminal acidosis.

The yeast supplement, by contrast, produced measurable shifts in rumen fermentation. Yeast supplementation significantly increased total volatile fatty acid concentration (p = 0.033) and propionate concentration (p = 0.016), with acetate and valerate tending to be higher (p = 0.076 and p = 0.091 respectively). Rumen pH also tended to increase with yeast (p = 0.088), and rumen ammonia nitrogen tended higher post-feeding (p = 0.100). Because both acetate and propionate rose proportionately, the acetate-to-propionate ratio remained unchanged. Rumen lactate concentrations were undetectable below 1 millimolar across all treatments, suggesting that the increased propionate reflected heightened microbial activity rather than a redirection away from lactate accumulation.

The microbiome data revealed the deepest effects. The phylum composition was consistent with a typical rumen community, dominated by Bacteroidota, Bacillota, and Pseudomonadota along with methanogenic Archaea. Alpha diversity, measured by Faith’s phylogenetic diversity and evenness, showed no differences between treatments. However, Bray–Curtis dissimilarity analysis detected significant microbiome clustering by yeast supplementation (p = 0.002) and by digesta phase (p < 0.001), with only a tendency for clustering by concentrate pattern (p = 0.061). Concentrate allocation had little overall effect on beta diversity, with a single Prevotellaceae feature reduced in relative abundance under the uneven pattern.

Linear discriminant analysis effect size, at FDR-corrected p < 0.05 and LDA scores above 2.0, identified three features associated with yeast supplementation. Two features, classified as unclassified Gammaproteobacteria and unclassified Prevotellaceae, decreased in abundance with yeast, while a third feature belonging to the Christensenellaceae R-7 group increased. The Christensenellaceae feature was distantly related to the type strain Gracilibacter thermotolerans at only 87 percent identity, meaning it represents a novel species yet to be isolated from the rumen. Members of Christensenellaceae play an important role in dietary fibre metabolism and have previously been shown to benefit from yeast-supplemented diets, consistent with the oxygen-scavenging mode of action proposed for S. cerevisiae, in which yeast cells consume oxygen in the rumen and create more favourable conditions for fibre-degrading bacteria.

The authors used two complementary statistical tools, ANCOM-BC and LEfSe, which differ in their statistical philosophy and provided different results, highlighting the difficulty of drawing firm conclusions from microbiome data. Many of the type strains identified by BLASTn searches showed low percentage identity to the feature sequences, limiting classification to approximately the genus or family level. This underscores how little is known about the species contained in the rumen microbiome, despite major efforts such as the Hungate1000 collection and the assembly of 913 microbial genomes from cow rumen metagenomes. The increased propionate concentration with yeast supplementation may have promoted the activity of Acidaminococcaceae species, which are abundant in the rumen and capable of metabolising succinate to propionate when succinate accumulates following ingestion of large quantities of rapidly fermentable concentrates.

The study has limitations that the authors acknowledge candidly. With only four animals, the statistical power was constrained, and the a priori power calculation set a β error probability of 0.60, lower than the preferred 0.80, increasing the probability of type II errors in the production and rumen metabolism data. The simulation of diet selection also differs from commercial conditions, where cows are fed as a group and some individuals consume substantially more concentrates than others. Nevertheless, the findings suggest that uneven concentrate delivery primarily shifts the diurnal pattern of rumen pH rather than its daily mean, while live yeast supplementation promotes microbial activity, increases propionate production, and reshapes the rumen microbiome in ways that favour fibre degradation. For dairy farmers, the message is clear: mixing the ration properly remains the first line of defence, but a modest daily dose of live yeast may help the rumen cope when the mixer wagon falls short.

Subject of Research: Microbiomes

Article Title: Modulation of the rumen microbiome and metabolism in dairy cows by altering the concentrate feeding pattern and the inclusion of Saccharomyces cerevisiae yeast

Article References: Snelling, T. J., Johnson, C. A., Warren, H. E., Taylor-Pickard, J., Huntington, J. A., & Sinclair, L. A. (2026). Modulation of the rumen microbiome and metabolism in dairy cows by altering the concentrate feeding pattern and the inclusion of Saccharomyces cerevisiae yeast. Frontiers in Microbiomes, 5, Article 1884444. https://doi.org/10.3389/frmbi.2026.1884444

Image Credits: AI Generated

DOI: 10.3389/frmbi.2026.1884444

Keywords: Modulation, rumen, microbiome, metabolism, dairy, cows, altering, concentrate, feeding, pattern, inclusion, Saccharomyces

The research team, led by Lucia D’Ambrosi, combined documentary analysis of European policy frameworks and communication guidelines issued between 2018 and 2026 with twenty semi-structured interviews conducted in 2026 with communication officers, policy officials, and external practitioners working for European institutions at the central level. Interview data were analyzed through reflexive thematic analysis, a method that allows researchers to identify patterns of meaning while remaining reflexive about their own interpretive assumptions.

The study traces three distinct phases in the evolution of EU DEI communication policy. Between 2018 and 2019, institutions established gender-sensitive language as an explicit commitment, introducing guidelines on gender-neutral terminology and the countering of stereotypes. The second phase, from 2020 to 2025, saw the launch of the Union of Equality agenda under the von der Leyen Commission, which formally articulated diversity, equity, and inclusion as an integrated framework combining gender mainstreaming with intersectionality as a horizontal principle. The current cycle, spanning 2026 to 2030, marks a more structural shift, with DEI being integrated into organizational processes, evaluation mechanisms, and professional training, while artificial intelligence is explicitly identified as a vehicle for gender bias requiring mandatory impact assessments.

Despite this increasingly articulated policy architecture, the researchers found that the documents analyzed do not specify who is accountable for putting inclusive communication into practice. The frameworks remain largely prescriptive and text-centred, with limited attention to the organizational conditions under which institutional communication is actually produced — the clearance procedures, the tools employed, and the hierarchical dynamics that shape final output. This gap between declared policy and structural practice is what the researchers conceptualize as the space where “communicative clashes” emerge.

Communicative clashes, as defined by the research team, are the breaking points at which institutional communication aimed at inclusion comes into conflict with its own production processes, forms of representation, or reception dynamics, generating effects that are unforeseen or even contrary to the initial intention. These include tokenism, diversity washing, intersectional algorithmic bias, over-blocking in automated moderation, and forms of discursive marginalization. The concept is distinct from simple communication failure; it names structural tensions between inclusive intent and the organizational and technological conditions of its production.

Three dynamics compound the fragility of entrusted inclusion. First, the validation chain — understood by professionals as a safeguard of quality — is reported to dilute inclusive intent. The more strategically important a message, the further it moves from communication professionals towards management levels that may lack the specific cultural knowledge the message requires. One interviewee described the resulting hybrid product as “a sort of Frankenstein’s monster,” assembled from disparate contributions without a coherent vision. Second, the feminization of the DEI field concentrates inclusion work in roles with limited decision-making authority, reproducing the very gendered asymmetries the policies are meant to address. The sample of twenty interviewees included fourteen women and six men, a pattern consistent with interviewees’ accounts of their units. Third, external backlash produces divergent institutional responses, ranging from resistance to adaptation and formal retreat.

The study also identifies a significant blind spot in the institutions’ approach to artificial intelligence. Internal rules governing AI use in institutional communication are oriented to data protection and factual accuracy but remain silent on the representational quality of generated content. AI-assisted content passes through standard review and approval chains without a dedicated checkpoint for representational bias, gender stereotypes, or other distortions that generative systems may produce or amplify. Institutions prefer proprietary or in-house developed tools, such as GPT@EC, and ban AI-generated imagery in external communications to show real people. Yet the review processes through which all content passes were designed to catch factual errors, tone problems, or oversights — not to check whether an AI-generated text or image reproduces stereotypes or excludes someone.

The researchers are careful to note the limitations of their approach. The study analyses professional accounts and institutional documents rather than communication outputs or audience responses, meaning its claims concern how inclusion is produced and perceived inside the institutions, not the properties of published content. The sample provides more substantial empirical evidence for the European Commission than for the Council and the Parliament, and it primarily reflects the perspectives of professionals already involved in DEI-related roles. The behavior of senior validators is reconstructed largely from the accounts of professionals who work below them in the hierarchy.

The findings carry significant implications for how inclusive communication is understood and implemented. The researchers argue that the remedy for entrusted inclusion lies not in strengthening declarations but in allocating inclusive responsibility to roles, procedures, and evaluation criteria. Without such structural embedding, inclusive practice remains vulnerable to changes in personnel and leadership. The study’s conceptualization of communicative clashing — the ongoing collision of inclusive intent with the conditions of production, control, and mediation — offers a framework for understanding why well-intentioned policies can produce outcomes that run counter to their original aims, and points toward the organizational reforms needed to close the gap between policy mainstreaming and structural practice.

Subject of Research: Diversity, equity and inclusion in EU institutional communication

Article Title: Diversity, equity and inclusion in EU public communication. Between policy mainstreaming and communicative clashes

Article References: D’Ambrosi, L., Radano, G., Taverna, V., & Oliveira, E. (2026). Diversity, equity and inclusion in EU public communication. Between policy mainstreaming and communicative clashes. Frontiers in Communication, 11, Article 1950049. https://doi.org/10.3389/fcomm.2026.1950049

Image Credits: AI Generated

DOI: 10.3389/fcomm.2026.1950049

Keywords: EU policy, diversity and inclusion, institutional communication, artificial intelligence, organizational culture, public communication, Diversity, equity, inclusion, public, communication, Between

The paper, published as a Perspective article in Frontiers in Developmental Psychology by researchers at Oslo Metropolitan University and the Norwegian Institute for Nature Research, examines friluftsliv, roughly translatable as open-air life, as a cultural setting of emotion socialization in early childhood. The authors propose that friluftsliv, as practiced in Norwegian kindergartens, functions as an institutional emotion niche: a recurring configuration of routines, material environments, social relationships, and normative expectations that makes certain emotional experiences more likely and makes certain expressions more readily recognized as competent.

The argument begins from a well-established shift in emotion research. Older theories often treated emotions as a small set of biologically hardwired, universal states. Contemporary approaches increasingly view emotions as processes that emerge through social interaction and culturally meaningful environments. If that is true, the authors contend, then emotional competence cannot be understood solely as an internal capacity for recognizing, expressing, understanding, and regulating feelings. It is also the ability to participate in culturally organized situations in ways that align with socially valued expectations.

To explain how such situations stabilize, the researchers draw on the concept of the emotion niche, developed by anthropologist Alan Fiske. Practices that reliably evoke valued emotional experiences tend to be repeated, shared, and transmitted across generations, becoming stabilized elements of cultural life. Relational models theory adds a mechanism: communal sharing relations, characterized by unity, belonging, and mutual care, often evoke kama muta, a positively felt social emotion experienced as being moved or touched. Because people want to repeat and share these feelings, the practices that evoke them become culturally durable, and over time they set the criteria for what counts as an appropriate emotion in a given context.

Friluftsliv fits this account with striking precision. The tradition emerged as a named practice in nineteenth-century Norway, with mixed roots in bourgeois exploration, rural harvesting customs, and shifting ideas about nature and national identity. Today it occupies a central place in Norwegian early childhood education, where 94.5 percent of children aged one to five attend kindergarten and spend substantial time outdoors throughout the year. The national Framework Plan requires kindergartens to give children outdoor experiences in all seasons and to foster wellbeing, joy, and achievement through physical activity in nature.

In practice, this means forest excursions, free play in woods and fields, meals eaten outdoors, and gatherings around fires, whatever the weather. The authors illustrate how emotion socialization unfolds within these routines. When children face slippery ground or cold hands, educators tend to frame the discomfort as temporary and manageable while encouraging persistence and mutual assistance. Through such framing, modeling, and response, children are guided not merely to cope with the immediate situation but to interpret bodily and emotional experiences in culturally valued ways. Over repeated participation, orientations such as endurance, calmness, mastery, enjoyment of nature, and collective engagement take shape, not as abstract rules but as expectations that are expressed, recognized, and affirmed in everyday interaction.

Shared outdoor challenges also generate the communal moments that emotion niche theory predicts. Moving together through difficult terrain, helping another child over an obstacle, or warming up around a fire can function as micro-events of intensified communal sharing, evoking feelings of closeness and belonging. These experiences of shared endurance and collective accomplishment can strengthen children’s connections with one another, with nature, and with the cultural practice of friluftsliv itself. The institutional reach of the tradition extends into the first years of school, where the physical education curriculum emphasizes play and exploration in local nature across seasons.

But the paper’s most provocative claim is that this same machinery of belonging can produce exclusion. The authors describe an inclusion-exclusion paradox. Norwegian kindergartens are formally committed to equity and responsiveness to children’s individual circumstances, yet inclusion is pursued through a culturally patterned practice whose signs of successful emotional participation are not neutral. Enjoyable participation in friluftsliv depends on suitable clothing and equipment, mobility, and access to particular locations, resources that are not equally available. Children arrive with different family routines, material resources, sensory or physical needs, and familiarity with Norwegian climates and landscapes.

As a result, a child who hesitates in cold weather, seeks distance from the group, or refuses an activity may be registering bodily limits and regulating exposure, yet be interpreted as lacking resilience, autonomy, or emotional competence. Drawing on Arlie Hochschild’s concept of feeling rules, the authors show how institutional settings define what individuals ought to feel and express. Norwegian ideals linking nature with freedom, independence, and healthy development can operate as a hidden curriculum, making enjoyment of outdoor life an implicit standard of a good childhood. The crucial distinction, the authors argue, is between children’s emotional capacities and their institutional recognition: the problem may lie not in missing capacities but in a mismatch between how they are expressed and how they are read.

The paper outlines three research directions: studying children’s embodied environmental experiences of cold, wetness, and exposure; distinguishing between display rules and feeling rules in outdoor settings; and examining how identity and belonging form, or fail to form, through shared practice. For educators, the practical message is concrete: treat discomfort as information about the relationship between a child and a situation, adapt pace, support, and material demands accordingly, and recognize multiple legitimate expressions of hesitation and enjoyment alike. The authors stress that friluftsliv is neither inherently inclusive nor exclusive; its emotional effects depend on how adults organize it. The broader question travels well beyond Norway: how do culturally valued institutional practices shape what children are expected to feel, and who gets recognized as emotionally competent?

Subject of Research: Friluftsliv in Norwegian early childhood education as a cultural setting of emotion socialization

Article Title: Friluftsliv (open-air life) as a cultural site of emotion socialization in early childhood in Norway

Article References: Petersen, E., Costa, N. M. S. D., & Broch, T. B. (2026). Friluftsliv (open-air life) as a cultural site of emotion socialization in early childhood in Norway. Frontiers in Developmental Psychology, 4, Article 1971416. https://doi.org/10.3389/fdpys.2026.1971416

Image Credits: AI Generated

DOI: 10.3389/fdpys.2026.1971416

Keywords: friluftsliv, emotion socialization, early childhood education, Norway, kindergarten, emotional competence, emotion niche, outdoor play, kama muta, feeling rules, inclusion, developmental psychology

Fear of retribution, the apprehension that expressing concerns may trigger retaliation, damaged relationships, or professional setbacks, has long been recognized as a silent killer of employee voice. In healthcare settings, the stakes are unusually high, because communication failures can directly compromise patient outcomes. When nurses, physicians, technicians, and staff hold back observations about safety problems, the entire institution loses access to information it desperately needs. The new research, published in the journal Heliyon, formally tested whether perceived organizational respect, defined as the degree to which employees feel valued and fairly treated regardless of demographic identity, is associated with this fear-based silence.

The study drew on a confidential April 2019 employee engagement survey administered through the Waggl feedback platform, which drew approximately 2,692 respondents, a response rate of about 36 percent. Participants included academic faculty, academic non-faculty employees, and staff across the health sciences campus, not only clinicians who provide direct patient care. Two single-item measures anchored the analysis. Employees rated their agreement with the statement that their organization values and respects employees across gender, race, age, religion, ability, and other dimensions, and separately with the statement that they could express their opinions without fear of retribution, both on five-point Likert scales.

The statistical approach was deliberately layered to test three hypotheses. First, the researchers modeled fear of retribution as a binary outcome, classifying respondents as fearing retribution if they disagreed or strongly disagreed that they could express opinions without fear. Second, they adjusted the association for age, gender, race and ethnicity, and employee role to check whether any of these demographics acted as strong confounders. Third, they tested whether the association differed across demographic strata by adding interaction terms. A Pearson correlation of negative 0.55 between the two constructs provided an early signal of the strong inverse relationship the team hypothesized.

The results were striking in their magnitude and consistency. In the fully adjusted logistic regression model, which included 2,664 complete cases, each one-point increase in perceived organizational respect was associated with approximately 71 percent lower odds of fearing retribution, an adjusted odds ratio of 0.29 with a 95 percent confidence interval of 0.25 to 0.33 and a p-value below 0.0001. Notably, none of the demographic covariates reached statistical significance in the adjusted model. The confounding analysis showed that adding each demographic variable changed the respect effect estimate by less than 10 percent, with age shifting it by 3.6 percent, gender by 0.5 percent, race and ethnicity by 0.9 percent, and employee type by 1.2 percent.

Model performance comparisons underscored just how much of the predictive signal came from perceived respect rather than demographics. A model containing only age, gender, race and ethnicity, and employee role explained a trivial 0.47 percent of variance and achieved an area under the receiver operating characteristic curve of just 53.66 percent, barely better than a coin flip. The respect-only model, by contrast, explained 27.23 percent of variance with an AUC of 77.78 percent, and adding demographics nudged those figures only modestly upward to 27.83 percent and 78.76 percent. In other words, how respected employees felt was overwhelmingly the dominant correlate of whether they feared retaliation, dwarfing every demographic characteristic measured.

Perhaps the most intriguing finding was what did not appear: meaningful moderation. Interaction tests revealed that the association between respect and fear of retribution did not differ significantly across age groups, genders, racial and ethnic categories, or employee roles. At the same time, perceptions of respect themselves varied across groups. Female employees were less likely than male employees to agree that the organization was respectful, at 80.6 percent versus 84.6 percent, White employees reported higher perceived respect than Asian employees or those in the underrepresented in medicine group, and academic non-faculty employees reported the lowest perceived respect of any role. These patterns echo a substantial literature documenting isolation, invisibility, and disproportionate service burdens among women and underrepresented faculty in academic medicine.

The findings align closely with psychological safety theory, the influential framework developed by Harvard’s Amy Edmondson, which holds that speaking up is an interpersonal risk that employees take only when they believe their environment can absorb it. The authors argue that perceived organizational respect functions as a measurable organizational-level perception that feeds directly into this risk calculus. Yet they are careful to note the limits of the evidence. Because the study was cross-sectional, it cannot establish that boosting respect reduces fear of retribution; the causality could plausibly run in the opposite direction, with organizations that welcome dissent cultivating more respectful climates as a byproduct. Nor does the study demonstrate that greater respect translates into better patient-safety outcomes, since recent systematic reviews indicate that the link between psychological safety and objective safety measures is complex and context dependent.

Several methodological caveats temper the conclusions. Both key constructs were measured with single items, a pragmatic choice common in enterprise engagement surveys that recent methodological syntheses support but which limits construct validity and dimensional analysis. The sample was drawn from a single institution and was predominantly White, and the 36 percent response rate raises the possibility of non-response bias if employees with unusually positive or negative experiences were more inclined to participate. Aggregating several smaller racial and ethnic groups into a single underrepresented category may have masked within-group differences, and the survey collected no information on religious affiliation, sexual orientation, or disability status, leaving intersecting identities unexplored.

Even so, the practical implications are hard to ignore. For leaders of hospitals and academic medical centers, organizational respect emerges as a concrete, measurable lever, one that already appears in standard engagement surveys and correlates powerfully with employees’ willingness to raise concerns. The authors recommend respect-centered interventions evaluated with rigorous experimental or quasi-experimental designs, longitudinal multilevel studies tracking how team and organizational climates shape voice over time, and comparative research on single-item versus multi-item measurement instruments. Whether fostering an inclusive, respectful culture can genuinely loosen the grip of fear-based silence, and in turn protect patients, is now a testable question that health systems around the world have every reason to pursue.

Subject of Research: The association between perceived organizational respect and fear of retribution among healthcare campus employees

Article Title: The association between perceived organizational respect and fear of retribution

Article References: Carter, G., Morrow, E., Locke, A., Call, M. E., Van Epps, J., Rodríguez, J. E., & Qeadan, F. (2026). The association between perceived organizational respect and fear of retribution. Heliyon, 12(15), Article e45578. https://doi.org/10.1016/j.heliyon.2026.e45578

Image Credits: AI Generated

DOI: 10.1016/j.heliyon.2026.e45578

Keywords: psychological safety, employee voice, fear of retribution, organizational respect, healthcare, workplace silence, academic medicine, survey research, logistic regression, inclusion, employee engagement, patient safety

The research team, led by Yazan Taher Shawabkeh of Middle East University in Amman, Jordan, together with colleagues at the National Agriculture Research Center, analyzed a de-identified dataset of 2,500 resolved microloan applications from participating microfinance institutions in the MENA region, covering loans originated between January 2022 and December 2023. Default was defined as being 90 or more days past due, and 682 of the loans—27.28 percent of the sample—ended in default. Because the sample was deliberately outcome-stratified to ensure enough defaults for modeling, that figure reflects the study design rather than true portfolio default rates, a caveat the authors state plainly. The dataset included 15 predictors spanning demographics, loan terms, institutional risk ratings, and three so-called non-traditional indicators: mobile money transaction frequency, utility payment behavior, and savings group membership.

Against this data, the researchers pitted nine supervised classifiers. The lineup ranged from classical benchmarks—logistic regression, decision tree, random forest, gradient boosting, support vector machine, and k-nearest neighbors—to the modern gradient-boosting frameworks that dominate contemporary credit-scoring research: XGBoost, LightGBM, and CatBoost. Each model was tuned by grid search with five-fold stratified cross-validation on a training set of 2,000 loans, then evaluated on a held-out test set of 500. Performance was measured with ROC-AUC and precision-recall AUC, with 95 percent confidence intervals estimated from 1,000 bootstrap resamples, and differences between models were formally tested using DeLong tests rather than eyeballed from point estimates.

The headline result is a statistical dead heat. CatBoost achieved the highest test-set ROC-AUC at 0.783, with a confidence interval of 0.741 to 0.825, but regularized logistic regression sat essentially on top of it at 0.780—a difference the DeLong test put at p = 0.59, indistinguishable from chance. No gradient-boosting model significantly outperformed the logistic benchmark, and in repeated cross-validation on the training data, logistic regression actually posted the numerically best mean AUC at 0.799. Only the humble decision tree was significantly beaten. The pattern echoes what large benchmarking studies in consumer lending have long hinted at: the ensemble advantage shrinks or vanishes on small, low-dimensional tabular problems, which is precisely the regime a microfinance portfolio with thin predictor sets occupies.

Interpretability was not treated as an afterthought but as an object of study in its own right. The team used SHAP—Shapley additive explanations, a technique grounded in cooperative game theory that attributes each prediction to individual features—to open up the black box. Three variables dominated: the institution’s internal Credit Score Category, the presence or absence of a utility payment record, and the borrower’s Repayment History on previous loans. Crucially, the researchers validated the explanations themselves. The global importance ranking proved extraordinarily stable under 30 bootstrap resamples of the test set, with a mean Spearman rank correlation of 0.999, and the rankings were strongly consistent across model families, with correlations of 0.95 to 0.98 among the tree ensembles. In other words, the explanations reflect genuine signal in the data, not quirks of one particular algorithm.

The study’s most methodologically pointed contribution concerns alternative data. Advocates of fintech-driven financial inclusion often cite high feature-importance scores as proof that mobile money records and savings-group membership expand credit access. The authors instead ran an explicit ablation experiment: they re-estimated the two best model families on a traditional-only feature set and compared the results on held-out data. Adding the three non-traditional indicators lifted CatBoost’s ROC-AUC from 0.775 to 0.783—a gain of just 0.008, with a confidence interval spanning −0.010 to 0.027 and a DeLong p-value of 0.36. The indicators carry real signal, as their strong SHAP contributions and bivariate associations show, but that signal overlaps heavily with what institutional risk variables already capture. Within-model importance, the study argues, is simply not evidence of incremental value.

Fairness auditing revealed the study’s most consequential nuance. On selection-rate criteria, the final CatBoost model looked exemplary: disparate impact ratios exceeded the 0.80 four-fifths heuristic for gender (0.956), geographic region (0.961), and all four gender-by-region intersections (minimum ratio 0.881), while equal-opportunity and predictive-parity gaps were small and group-level calibration was reasonable. But the false positive rate—the share of actual defaulters the model wrongly predicted would repay—was 0.680 for rural applicants against 0.492 for urban applicants, a gap of 0.188. That asymmetry means the model’s errors concentrate as excess credit extended to rural borrowers who subsequently default, a pattern with implications for institutional risk exposure and potentially for over-indebtedness among rural clients. A single-metric fairness audit would have certified the model without qualification; the multi-metric audit surfaced a deployment-relevant risk that parity statistics alone conceal.

The authors are careful about scope. Because the dataset contains only granted loans with observed outcomes, the fairness analysis characterizes model behavior on the approved-borrower population and cannot speak to approval decisions across the full applicant pool—the well-known selective-labels problem. The 0.80 disparate-impact benchmark, they note, originates in U.S. employment-selection guidance and functions as a screening heuristic, not a universal regulatory threshold. A sensitivity analysis excluding the two institutionally derived risk variables showed performance dropping from 0.783 to 0.732 ROC-AUC, bounding but not eliminating concerns about residual leakage from variables whose internal construction could not be externally audited. All classification metrics were computed at a fixed 0.50 threshold without cost-sensitive optimization, and the authors stress that operational deployment would require threshold selection with fairness metrics re-audited at the chosen operating point.

The practical implications are strikingly counterintuitive for an era of AI maximalism. When a transparent, well-calibrated logistic regression matches the discrimination of a state-of-the-art ensemble—and in this study even achieved the best calibration, with a Brier score of 0.162 and expected calibration error of 0.040—the argument for deploying black-box models in high-stakes lending collapses. The findings support what interpretability researchers have long argued: in data-scarce regimes, model selection should be governed by explainability, calibration, and governance rather than by leaderboard chasing. For microfinance institutions and their supervisors, the recommended path is a disciplined one—transparent models with SHAP-style reporting, multi-metric and intersectional fairness audits repeated at every threshold change, and alternative-data initiatives justified by incremental-contribution evidence in the target population rather than by importance rankings. The genuine frontier for financial inclusion, the authors suggest, lies not in more complex models but in richer data for genuinely thin-file borrowers, especially first-time applicants for whom repayment history and internal scores say nothing at all.

Subject of Research: Explainable machine learning models for AI enabled credit scoring and financial inclusion in emerging markets

Article Title: Explainable machine learning models for AI enabled credit scoring and financial inclusion in emerging markets

Article References: Shawabkeh, Y. T., Bani Atta, A. A., Aldarabah, K. A., Marei, A., Al-Qur’an, A. B., & Alofishat, R. (2026). Explainable machine learning models for AI enabled credit scoring and financial inclusion in emerging markets. Discover Artificial Intelligence, 6(1), Article 1418. https://doi.org/10.1007/s44163-026-02392-9

Image Credits: AI Generated

DOI: 10.1007/s44163-026-02392-9

Keywords: Explainable, machine, learning, models, enabled, credit, scoring, financial, inclusion, emerging, markets, scientific research

The bibliometric half of the study is a feat of patient data work. The team searched the Scopus database for English-language articles and reviews containing the terms “cloud physics” or “cloud microphysics” published between 1970 and 2020, filtered them to Earth and planetary science journals, and winnowed the initial 8,199 candidates down to 6,987 papers. For each one, they extracted author names, affiliations, countries, and funding information, then used an automated Python script together with the genderize.io service to assign a probable binary gender to first authors and co-authors, accepting only inferences with a certainty estimate above 75 percent. The authors are candid about the limits of this approach: name-based inference cannot capture non-binary or gender-diverse identities, and the survey itself confirmed that at least three respondents identify outside the gender binary. Still, the scale of the dataset makes the broad patterns difficult to dismiss.

Those patterns are stark. Women first authors barely appear in the cloud physics literature before the mid-1990s; only after roughly 1997 does their presence as lead authors become clearly visible, and even by 2020 just about 17 percent of studies in the field were led by women. The geographic skew is even more pronounced. Seventy-seven percent of all analyzed papers were led by authors from just seven countries: Canada, China, France, Germany, Japan, the United Kingdom, and the United States. Scientists based in the tropics, defined as those living and working between 23.5 degrees north and 23.5 degrees south, accounted for only about 5 percent of publications, with most of those coming from India, Brazil, Taiwan, Mexico, Indonesia, and Thailand. For a region that drives much of the planet’s precipitation and convection, the numbers amount to a scientific blind spot with colonial roots.

The most provocative finding concerns what the authors call parachute science. Of the 6,987 papers analyzed, only 44 were explicitly performed in the African tropics or used data from that region, and just seven of those, a mere 16 percent, included a tropics-based scientist as a co-author. In other words, when wealthy institutions send researchers to sample the atmosphere of lower-income countries, the local experts who make that work possible are frequently left off the byline. The pattern echoes a broader analysis of the Nature Index, which found that between 2015 and 2022 only 2.7 percent of articles across 82 natural science journals featured collaborations between higher-income and lower-income countries, and that in those articles richer countries contributed three authors for every one from a poorer nation. The study’s authors caution that excluding non-English papers may have shaped this conclusion, but the signal is consistent with decades of documented extractive practice.

The survey data add a human dimension to the statistics. Distributed before the 2021 virtual International Commission on Clouds and Precipitation meeting hosted from Pune, India, the 42-question instrument drew 231 responses, reduced to 198 after quality checks, covering an estimated 30 to 47 percent of the community’s active membership. Respondents skewed young, with 64 percent under 40, and 57.1 percent identified as men, 41.4 percent as women, and 1.5 percent outside the binary. Twenty-three percent of respondents identified as belonging to a historically and currently excluded group, and nearly half of those, 21 of 46, said that identity had negatively affected their careers through collaborations, promotions, publishing, funding, salary, or citations. Ten respondents reported disabilities, and six of them described feeling excluded because of it.

The numbers on harassment and hostility are difficult to read. One third of all respondents said they had experienced bullying or harassment from someone in the cloud physics community, and the burden fell unevenly: 44 percent of women reported such experiences compared with 27 percent of men, a statistically significant difference. Similarly, 37 percent of women versus 10 percent of men reported working in a hostile environment tied to their gender, ethnicity, sexual orientation, or disability, a moderate statistical association. Among LGBTQIA+ respondents, the share who did not feel included in the community rose to 44 percent, compared with 30 percent overall. The authors interpret these patterns through the lens of intersectionality, the framework developed by legal scholar Kimberlé Crenshaw, in which overlapping marginalized identities compound the likelihood of discrimination, while noting that small subgroup sizes limit statistical confidence in some of the finer breakdowns.

Not every result is grim. When the team traced individual Scopus author IDs to measure how long researchers stayed active in the field, they found that after 1995 there was no meaningful difference between men and women in how many years they remained, judging by publication activity. Women are not dropping out faster than men, contrary to the leaky-pipeline narrative that dominates discussions of academic gender gaps. The problem, instead, is at the entrance: even in the most recent five-year cohort, between 2015 and 2020, only about a third of scientists newly entering the field were women. The authors also found that papers led by women were published in journals with impact factors statistically comparable to those led by men, whereas papers from tropics-based scientists landed in lower-impact journals on average, a gap the authors link partly to language barriers, editorial desk rejections, and pressure to publish in local, non-indexed venues.

One intriguing secondary finding suggests a practical lever for change. Papers led by women included a better balance of women co-authors than papers led by men, mirroring a recent result from ice-core science showing that women-led studies had 20 percent more women co-authors. Tropics-based first authors likewise tended to bring in other tropics-based collaborators. Whether this reflects deliberate mentorship or homophily, the implication is the same: who holds the lead-author position shapes who else gets included. Putting more women and more scientists from the Global South into senior and leading roles may be one of the most direct mechanisms for diversifying the authorship base of the field, which in turn feeds into who designs the field campaigns and whose data enter the models.

The stakes extend well beyond fairness. The tropics host extraordinary biodiversity, biomass burning, dust emissions, and the vast convective systems of the Intertropical Convergence Zone, yet input observations for climate models are often calculated rather than actually sampled there. Excluding the scientists best positioned to collect those measurements is both an ethical failure and a scientific one, degrading the very data needed to validate satellite retrievals and improve projections for the regions already being hit hardest by climate change. The authors argue that an equity-centered approach, grounded in ethical responsibility rather than a business case for diversity, is what the moment demands, a stance aligned with the International Association for Promoting Geoethics.

The paper closes with concrete recommendations: institutional diversity training that extends beyond recruitment, funded participation of Global South early-career scientists in major conferences, unconscious-bias training for reviewers, gender-balanced hiring and editorial boards, journal policies against parachute science, and funding priorities for projects conceived and led by tropics-based researchers, alongside support for networks such as the Latin America Early Career Earth System Scientist Network and the cloudsfor.africa initiative. The journal’s editor went further, writing that the findings concern all of geoscience and deserve to be read by every geoscientist. For a community whose models must describe the whole planet, the message is unambiguous: the science of clouds cannot be done well by a fraction of the world’s scientists sampling a fraction of its sky.

Subject of Research: Diversity, equity, and inclusion in the cloud physics research community

Article Title: The state of diversity, equity, and inclusion in the cloud physics community

Article References: Ladino, L. A., Ardon-Dryer, K., Pereira, D. L., Proske, U., Ramirez-Diaz, Z., Velicu, A., & Kanji, Z. A. (2026). The state of diversity, equity, and inclusion in the cloud physics community. Geoscience Communication, 9(3), 415-436. https://doi.org/10.5194/gc-9-415-2026

Image Credits: AI Generated

DOI: 10.5194/gc-9-415-2026

Keywords: cloud physics, diversity, equity, inclusion, geosciences, parachute science, gender gap, Global South, tropics, bibliometrics, harassment, climate science

The accreditation process incorporated an internal staff survey, the results of which showed strong levels of endorsement for the society’s culture of Fairness, Respect, Equality, Diversity, Inclusion and Engagement, a framework the organisation abbreviates as FREDIE. According to the assessment report produced by Investors in Diversity, the overall evaluation indicates that AMI has created a respectful and inclusive working environment, underpinned by strong staff confidence in colleagues, line managers and the organisation’s commitment to the FREDIE principles. Staff responses, the report noted, show that fairness, respect, equal rights, inclusion, safety and belonging are experienced positively across the organisation, a finding that carries particular weight because it reflects the perceptions of employees rather than self-assessment by leadership.

One of the most significant observations in the report concerns the visibility of inclusive behaviour in ordinary working life. Assessors found strong evidence that FREDIE is visible in day-to-day behaviour, with staff recognising that colleagues and managers take the framework seriously and that the organisation has discussed the advantages of diversity. The report described this as an important strength, explaining that inclusive cultures are sustained not only through policy documents and leadership statements but through consistent everyday interactions. In the assessment of workplace culture specialists, this distinction between stated values and lived practice is often the decisive factor separating organisations with genuine inclusive environments from those whose commitments remain largely aspirational.

Investors in Diversity for Small Charities is an equality, diversity and inclusion framework designed specifically to help small charitable organisations review their current approaches and plan further development. The accreditation enables participants to conduct a culture and equality impact assessment, identify any gaps in their provision, and receive recognition for good performance where it is demonstrated. AMI’s accreditation is valid for two years and is based on an equality impact review of the society’s policies, practices and procedures. Crucially, the process is benchmarked against a reference group of at least one hundred organisations, meaning that the society’s results are not judged in isolation but measured against a substantial comparative dataset drawn from across the charitable sector.

The technical structure of the assessment rests on four pillars against which AMI’s performance was evaluated: Diverse and Inclusive Leadership; Policy, Practice and Process; Recruitment, Retention and Progression; and Recording and Monitoring. Together these pillars cover the full arc of organisational equality practice, from the composition and conduct of senior leadership, through the formal rules and procedures that govern employment, to the systems that capture and analyse workforce data over time. The inclusion of recruitment, retention and progression as a distinct pillar reflects a widely accepted principle in organisational science: that diverse hiring alone is insufficient if employees from underrepresented groups do not remain and advance within an organisation. Equally, the emphasis on recording and monitoring acknowledges that sustained progress in equality outcomes depends on reliable measurement rather than anecdote.

A defining feature of the Investors in Diversity methodology is its emphasis on the lived experience of employees. The assessment, which is based on staff responses, places particular weight on how the FREDIE principles are understood, experienced and embedded in day-to-day working life, rather than on the existence of policies in isolation. The report therefore gives greatest weight to the findings of the staff survey, while also analysing feedback from a survey of the Board of Trustees to provide an additional governance perspective on inclusive leadership, policy, fairness, accountability and organisational culture. This dual-perspective design allows assessors to compare how inclusion is perceived at operational level with how it is understood at governance level, highlighting any divergence between the two that might otherwise remain invisible.

The National Centre for Diversity, the body behind the Investors in Diversity accreditation, welcomed the results. Its founder and chief executive, Solat Chaudhry, offered his congratulations to the society, saying that the results were excellent and that the organisation should be proud of the work that it does. The National Centre for Diversity has long argued that accreditation schemes of this kind serve a dual purpose: they provide external validation for organisations that are performing well, and they generate structured diagnostic information that helps organisations understand where further development is needed. For small charities, which often lack the dedicated human resources infrastructure of larger institutions, an externally administered framework of this kind offers a systematic route to self-assessment that would otherwise be difficult to resource.

Responding to the assessment and the accompanying comments, AMI’s Policy and Diversity Manager, Daisy Neale, said that the society commits to continue keeping diversity and inclusion at its core. She confirmed that AMI will be assessing the implementation of the first year of its diversity and inclusion strategy in December, in order to ensure that the organisation continues building on its successes going forward. This planned review points to the way accreditation schemes are intended to function in practice: not as a one-off endorsement but as a milestone within a continuing cycle of evaluation, adjustment and re-assessment. The two-year validity period of the accreditation is designed to encourage exactly this kind of periodic reflection, ensuring that recognition reflects current practice rather than historical achievement.

The significance of the award extends beyond the society’s internal operations. Applied Microbiology International serves microbiologists based in universities, private industry and research institutes around the world, with more than half of its membership located outside the United Kingdom. The society provides funding to encourage research and broad participation at its events, and works to ensure that diverse voices are represented around the table in addressing the sustainable development goals it has chosen to support. It publishes the industry magazine The Microbiologist and, in partnership with Oxford University Press, three internationally acclaimed journals, giving a voice to applied microbiologists globally and informing international, evidence-based decision making. In this context, a demonstrably inclusive internal culture has practical consequences for the society’s scientific mission, since the composition of its committees, editorial boards, grant panels and event programmes shapes whose research is funded, published and amplified.

For the wider scientific and charitable sectors, the accreditation offers a case study in how small organisations can formalise and verify their equality commitments. Learned societies occupy a distinctive position in the research ecosystem: they are small enough that individual workplace culture directly shapes institutional behaviour, yet influential enough that their standards ripple outward through the professions they serve. Independent assessment frameworks such as Investors in Diversity translate abstract commitments into measurable indicators, drawing on staff survey data, governance feedback and benchmarking against a broad comparator group. As AMI moves into the December review of the first year of its diversity and inclusion strategy, the society’s experience illustrates a growing expectation across the scientific community that inclusion is not merely declared but demonstrated, monitored and continuously improved, with the everyday interactions of colleagues and managers recognised as the true foundation upon which lasting inclusive cultures are built.

Subject of Research: Equality, diversity and inclusion accreditation of a UK microbiology learned society

Article Title: Applied Microbiology International celebrates accreditation recognizing strong EDI culture

Article References: Applied Microbiology International celebrates accreditation recognizing strong EDI culture. (n.d.). Original publication

Image Credits: AI Generated

DOI: Not provided

Keywords: Applied Microbiology International, Investors in Diversity, equality, diversity, inclusion, FREDIE, workplace culture, accreditation, learned societies, microbiology, charity governance, staff survey

The editors, Afia Nyarko Boakye, Ralph Nyadu-Addo, Sycil Ayesu Gyimah and Lady Rachel Akosua Lundgren, bring together perspectives from entrepreneurship research, management studies, gender studies and economic development. Their stated aim is to move the conversation beyond simple descriptions of inequality and toward an integrated account of the mechanisms that produce it. That matters because gender-based disparities in entrepreneurship are not the product of any single obstacle. They emerge from the interaction of financial systems, market structures, cultural expectations and institutional rules, each of which can reinforce the others. A woman entrepreneur who lacks collateral for a loan may also lack the professional networks that connect founders to investors, and the stereotypes that shape both of those deficits may trace back to socio-cultural norms about who belongs in business leadership at all.

Access to finance is one of the most extensively documented barriers the book examines. Research across many economies has repeatedly found that women-led ventures receive a disproportionately small share of venture capital, bank lending and other formal financing, a pattern that constrains growth from the earliest stages. The volume situates this problem within broader theories of gender, asking how financial institutions evaluate risk, how collateral requirements interact with unequal property ownership, and how investor perceptions of competence and ambition are filtered through gendered expectations. By framing finance as a structural issue rather than a matter of individual confidence or preparation, the book aligns itself with a growing body of scholarship that treats funding gaps as symptoms of systemic design rather than personal shortcoming.

Market access presents a parallel challenge. Even well-capitalized ventures depend on customers, supply chains and distribution channels, and the book explores how gender can shape entry into each of these. Socio-cultural norms and stereotypes influence not only how entrepreneurs are perceived by buyers and partners but also which industries and business models are considered appropriate or credible for them to pursue. The editors also give sustained attention to leadership, examining how expectations about authority, communication and decision-making affect women who rise to lead their own companies. Resilience, mentorship and professional networking receive their own treatment, reflecting the recognition that entrepreneurial success is rarely a solo achievement. Founders who can draw on experienced mentors and well-connected networks consistently outperform those who cannot, and the book asks why such resources are unevenly distributed in the first place.

One of the more forward-looking sections of the volume addresses digital transformation and the opportunities it creates for women entrepreneurs. Digital platforms, e-commerce infrastructure and remote business tools have lowered some traditional barriers to entry, allowing founders to reach customers and suppliers without the physical presence or institutional relationships that older business models demanded. The book treats this as a genuine but conditional opportunity. Digital transformation can widen participation, yet it can also reproduce existing inequalities if access to technology, digital skills and online financial services remains uneven. The editors’ framing suggests that technology is best understood as an amplifier: it can magnify inclusion where the underlying ecosystem supports it, and magnify exclusion where it does not. That nuance distinguishes the volume from more celebratory accounts of the digital economy.

Policy and institutional frameworks form another pillar of the analysis. The book examines how laws, regulations, procurement rules and entrepreneurship support programs can be designed to promote inclusion rather than merely tolerate it. This includes practical strategies for fostering equity, innovation and sustainable economic growth, from reforming lending practices to building mentorship pipelines and embedding gender considerations in the mandates of development institutions. The editors argue that inclusive entrepreneurial ecosystems are not simply a matter of fairness; they are an economic imperative. When a large share of the population faces structural barriers to founding and growing businesses, economies lose access to ideas, jobs and productivity gains that those ventures would otherwise generate. Entrepreneurship, as the book emphasizes, plays an important role in innovation, employment and economic development, and any friction that suppresses participation carries a measurable cost.

The volume’s methodological breadth is one of its distinguishing features. Rather than relying on a single disciplinary lens, it draws on entrepreneurship theory, management research, gender studies and development economics, combining scholarly perspectives with contemporary examples. This multidisciplinary approach reflects the composition of the editorial team itself, whose expertise spans gender, entrepreneurship, management, inclusion and economic development. For readers, the practical effect is a treatment of the subject that connects abstract theory to observable outcomes: gender theories are linked to patterns of entrepreneurial participation, and institutional analysis is tied to concrete policy levers. The book is aimed at researchers, academics, undergraduate and postgraduate students, policymakers, business leaders, entrepreneurship support organizations and development practitioners, a readership that mirrors the range of actors whose coordination the authors appear to consider necessary for change.

The emphasis on balance is notable. Discussions of gender and business often polarize between narratives of unqualified progress and accounts of entrenched discrimination, and the volume positions itself deliberately between these poles. It documents real barriers to finance, market access, leadership and business opportunity while simultaneously highlighting pathways toward more inclusive and equitable entrepreneurial ecosystems. The inclusion of emerging opportunities, particularly those created by digital transformation, signals that the editors see the current moment as one of genuine possibility rather than stagnation. The book’s structure, moving from theory through barriers to strategies and future directions, gives readers a framework for understanding not only what is wrong but what has worked and what could work under the right institutional conditions.

What the volume ultimately contributes is a map. It identifies where the obstacles to gender-inclusive entrepreneurship cluster, in financial systems, in market structures, in social norms and in institutional design, and it catalogs the interventions that research suggests can loosen them. For policymakers, the message is that inclusion requires deliberate architecture: procurement rules, funding mechanisms and support programs designed with evidence of how gender operates in entrepreneurial settings. For researchers, it offers an integrated agenda that connects previously siloed strands of inquiry. For founders and the organizations that support them, it provides language and evidence for the barriers they encounter daily. As debates over equity, innovation and economic growth intensify worldwide, the book’s central argument, that entrepreneurial ecosystems are built choices rather than natural outcomes, and can therefore be rebuilt more inclusively, is likely to find a wide and receptive audience.

Subject of Research: Gender-based barriers to entrepreneurship and strategies for building inclusive entrepreneurial ecosystems

Article Title: Gender and Entrepreneurship: Navigating Barriers, Building Inclusion and Shaping the Future

Article References: Gender and Entrepreneurship: Navigating Barriers, Building Inclusion and Shaping the Future. (n.d.). Original publication

Image Credits: AI Generated

DOI: Not provided

Keywords: gender, entrepreneurship, access to finance, market access, leadership, mentorship, networking, digital transformation, inclusion, policy frameworks, economic development, women entrepreneurs