Unlike clinical depression or generalized anxiety, diabetes distress is a condition-specific phenomenon: a predictable, near-constant response to the relentless cognitive, emotional and logistical demands of keeping a failing pancreas artificially alive. Researchers have long known that this distress is common among adults with type 1 diabetes and is linked to worse self-management, poorer glycemic outcomes and reduced quality of life. What has remained murky is how that distress is actually experienced at different stages of adult life—a gap the new study set out to close by listening directly to patients rather than measuring them with questionnaires.

The research team, led by investigators at the Albert Einstein College of Medicine and Montefiore Medical Center in the Bronx, used a user-centered design approach, a methodology borrowed from product development that treats patients as genuine stakeholders rather than passive subjects. Nineteen adults with type 1 diabetes took part in six virtual workshops, each lasting about 90 minutes and facilitated by a clinical psychologist. Four sessions were devoted to young adults aged 18 to 34, whose mean age was 23.8 years, and two sessions gathered adults aged 35 to 64. The younger group was notably diverse, with nearly 43 percent identifying as Hispanic or Latino and another 43 percent as Black or African American, while the older group comprised five women recruited through a national patient advocacy council. Sessions were audio-recorded, professionally transcribed and analyzed with an inductive coding process in NVivo, with two analysts independently developing the framework and an audit trail maintained throughout to document every analytic decision.

The first and perhaps most striking finding is how much the two age groups share. Participants across the board identified competing daily priorities as a central driver of distress, alongside the financial and insurance-related friction of obtaining supplies and medications. The burden, participants stressed, was not merely economic. Navigating prior authorizations, recurring administrative hurdles and coverage disputes exacted its own emotional toll. Interpersonal strain surfaced in both groups as well—professional relationships, friendships and family dynamics all reshaped by the visibility of the disease, the sense of being misunderstood, and the exhausting need to repeatedly explain or justify diabetes-related needs. Encounters with the healthcare system emerged as another shared sore point, with participants describing feelings of judgment, frustration and a sense that their emotional well-being was treated as an afterthought to glucose metrics.

Where the groups diverged was in the temporal framing of their suffering. Young adults described distress as immediate and intrusive, a constant background presence that shaped everyday decisions and interfered with the developmental work of establishing independence and identity. Rather than a series of discrete tasks, diabetes was portrayed as an uninvited companion at work, in school and in social settings. Participants admitted to silencing alarms, delaying treatment or hiding their care during meetings to avoid disruption or unwanted attention. Technology figured prominently in this age group’s distress: device malfunctions, alarm fatigue and the sheer visibility of continuous glucose monitors and pumps contributed to feelings of stigma and of being marked as different from peers, sometimes pushing participants toward disengagement from self-care altogether.

Adults aged 35 to 64 told a strikingly different story. For them, distress was cumulative and future-oriented, shaped by decades of unbroken disease management, the accumulation of co-existing medical conditions and mounting anxieties about sustaining care into retirement. Many reflected on how their distress had evolved over the years, with self-management increasingly intertwined with family responsibilities, caregiving demands and long-term financial planning. The fear of complications and the physical wear and tear of long-standing diabetes loomed large. Clinical visits were frequently described as judgment-laden experiences—one participant compared meeting with the endocrinologist to sitting in the principal’s office—while the financial arithmetic of survival was expressed with bleak candor: the amount spent to stay alive, one participant noted, could have bought a house.

Across both groups, participants consistently distinguished diabetes distress from depression and anxiety, framing it instead as an expected reaction to a complex, lifelong condition. One participant captured the pervasiveness of the phenomenon by observing that almost everything a person with type 1 diabetes goes through has the potential to cause distress, from difficulty obtaining supplies to navigating insurance requirements to accessing timely care. The cognitive load was a recurring motif: young adults spoke of working hard simply to stay alive, while older participants tallied the extra hundreds of decisions the disease forces into each day. Taken together, the narratives suggest that diabetes distress arises not from any isolated task but from the cumulative challenge of integrating relentless disease management into the competing demands of ordinary life.

The study’s findings carry direct consequences for how psychological interventions are built. Core strategies—emotional validation, cognitive restructuring and problem-solving—appear broadly relevant across age groups, but the researchers argue that content and emphasis should be tuned to life-stage-specific stressors. The workshops directly informed the refinement of the Reduce intervention, a cognitive-behavioral program being developed within two ongoing randomized controlled trials. For young adults, that means addressing technology fatigue, competing priorities and identity-related concerns; for the older group, it means emphasizing cumulative burden, caregiving responsibilities and long-term planning. The authors also flag implications for routine clinical screening, suggesting that standard questionnaires may underestimate distress when they focus narrowly on emotional symptoms while ignoring contextual stressors such as cost, caregiving or technology burden. Brief, open-ended questions in routine encounters, paired with clinician training in empathetic, non-punitive communication, could improve detection of distress that is situational, cumulative or anticipatory in nature.

There are limits worth noting. The sample was small, workshop sizes shrank below their intended scale because of scheduling constraints, and every participant in the 35-to-64 group was female, which may constrain transferability to men of the same age. No validated distress instrument was administered, so severity cannot be benchmarked against established clinical thresholds, and recruitment from clinics and advocacy organizations likely captured people already engaged in care. Older adults aged 65 and beyond were outside the study’s scope and remain an important frontier, as aging with type 1 diabetes introduces clinical and psychosocial challenges of its own. Future work, the authors suggest, should examine distress longitudinally, stratify analyses by age and disease duration, and include more racially, ethnically and socioeconomically diverse populations, given well-documented disparities in outcomes and access.

What the study ultimately delivers is a conceptual upgrade: diabetes distress, long treated as a static psychological state, emerges instead as a dynamic, developmental and profoundly systemic experience—one shaped as much by insurance bureaucracy, algorithmic alarms and the architecture of clinical encounters as by individual coping. For a condition that demands vigilance every waking hour, recognizing that the meaning of that vigilance changes across a lifetime may be the first step toward support that people actually find worth using.

Subject of Research: Life stage differences in diabetes distress among adults with type 1 diabetes explored through user-centered design workshops

Article Title: Understanding Diabetes Distress Across Adulthood in Type 1 Diabetes: A User‐Centered Design Study

Article References: Rayden, R., Crespo‐Ramos, G., Finnan, M., Hoogendoorn, C., Farchione, T., & Gonzalez, J. S. (2026). Understanding Diabetes Distress Across Adulthood in Type 1 Diabetes: A User‐Centered Design Study. Endocrinology, Diabetes & Metabolism, 9(5), Article e70331. https://doi.org/10.1002/edm2.70331

Image Credits: AI Generated

DOI: 10.1002/edm2.70331

Keywords: type 1 diabetes, diabetes distress, user-centered design, mental health, young adults, aging, cognitive-behavioral intervention, healthcare burden, insurance barriers, diabetes technology, qualitative research, psychosocial care

The research team set out to address a practical gap in diabetes care. Existing questionnaires tend to measure self-care as a broad construct, aggregating many activities into a single score, and subjective judgements about personal glucose levels have been shown to predict distress more strongly than objective continuous glucose monitoring data. Clinicians, meanwhile, face time-pressured consultations packed with glycaemic metrics but often lack a rapid way to pinpoint which concrete behaviours might be driving a patient’s results. To fill that gap, the investigators used the Behavioural Diabetes Care Record, or BDCR, a questionnaire of 18 items that can be completed in under five minutes, with separate versions tailored to multiple daily injections and continuous subcutaneous insulin infusion pump therapy.

Most BDCR items ask respondents to give a number describing how often a specific behaviour occurred in the preceding 14 days. Questions include how many times per day blood glucose was tested, on how many days a main meal was eaten without administering insulin, and on how many days hypoglycaemia treatment food was carried for most of the day. Pump users are asked about cannula and infusion line changes, while injection users are asked about missed doses. The record also asks individuals to rate, on a scale of one to ten, how well they are achieving their personal diabetes self-care goals and how willing they are to make changes. Previous work has shown the measure responds to behavioural intervention, with medium to large effect sizes, and that improvements in individual behaviours correspond with improvements in HbA1c and distress.

The cross-sectional study recruited 105 adults aged 18 to 40 who had lived with type 1 diabetes for at least six months and were independently managing their condition, drawing participants from consecutive outpatient appointments over eight months. The cohort, 53 percent male with an average age of 27 and average diabetes duration of 12.6 years, had a mean HbA1c of 8.7 percent. Two-thirds used multiple daily injections and about a third used insulin pumps, while 29 percent used some form of continuous glucose monitoring. Alongside the BDCR, participants completed the 17-item Diabetes Distress Scale, the Acceptance and Action Questionnaire-II, reverse scored to index psychological flexibility, and a short form of the Behavioural Activation for Depression Scale. Point-of-care HbA1c values were taken from the medical record.

The behavioural frequencies told a clear story. Participants with HbA1c below 8 percent checked their glucose a median of four times per day, compared with three times among those at or above 8 percent, a statistically significant difference. Days on which prandial insulin was missed were also associated with glycaemic outcome, with a median of zero missed main-meal doses in the better-controlled group versus two in the higher HbA1c group. Among injection users, more frequent insulin administration, around four times per day, was associated with lower HbA1c. Those with better control also detected or tested for hypoglycaemia more often, a median of four times versus two, and were more likely to carry fast-acting treatment food throughout the day.

Distress painted its own distinct picture. Clinically significant diabetes distress, defined as a mean Diabetes Distress Scale score of three or above, was associated with more days on which insulin was skipped for main meals and for snacks, and with less frequent glucose checking before meals. Notably, distress and HbA1c did not move entirely in lockstep: some behaviours separated the groups on one measure but not the other, reinforcing the idea that emotional burden and glycaemic control are related but separable entities. Perceived achievement of personal self-care goals and psychological flexibility were both significantly associated with lower HbA1c and lower distress, while behavioural activation alone was not.

To see whether these signals clustered into recognisable profiles, the researchers applied latent class cluster analysis, guided by statistical fit criteria and input from consumers with lived experience of type 1 diabetes and clinicians from medical, nursing and nutrition disciplines. Three subgroups emerged. Half of participants fell into the first cluster, characterised by near-daily glucose checking, checking before insulin doses, few missed mealtime boluses, ready availability of hypoglycaemia treatment, higher psychological flexibility and strong perceived goal achievement. Only 30 percent of this group had HbA1c at or above 8 percent, and just 4 percent reported clinically significant distress.

The second cluster, about a third of the sample, showed moderate engagement: three-quarters checked glucose daily, but 72 percent had HbA1c at or above 8 percent and roughly 29 percent reported significant distress. The third cluster, nearly 18 percent of participants, stood out as clearly at risk. Ninety-nine percent had HbA1c at or above 8 percent and 72 percent reported clinically significant distress. They checked glucose on only about a third of days, missed main-meal insulin on a mean of nearly six days out of 14, checked before meals only about a quarter of the time, carried hypoglycaemia treatment least often, and recorded the lowest psychological flexibility and goal achievement scores. The authors note that this kind of stratification could allow clinicians to direct attention and resources to those most in need, particularly when glucose levels are suboptimal or distress is evident.

The findings carry implications for how routine consultations are structured. Because the BDCR items are observable and measurable, they can be repeated over time to track behavioural change and response to intervention, and triangulating them with HbA1c and continuous glucose monitoring data may offset some limitations of self-report, such as recall inaccuracy and social desirability bias. The authors suggest the instrument could guide personalised conversations, tailored goals, decisions about diabetes technology, or timely referral to dietitians and clinical psychologists. They also caution that the cross-sectional design limits causal inference and that findings from a tertiary-centre cohort may not generalise to wider populations, including people seen by telehealth or those not attending scheduled appointments.

Even in an era of continuous glucose monitoring and hybrid closed-loop systems, the behaviours highlighted here remain pillars of standard care: checking glucose or a trend arrow before dosing, announcing and administering mealtime insulin, and keeping hypoglycaemia treatment within reach. By showing that a five-minute set of plain questions can flag both metabolic risk and emotional strain, and by linking those patterns to psychological flexibility, the study offers a low-cost foundation for more person-centred, goal-oriented diabetes consultations. The team calls for prospective research to test whether routinely collecting these behavioural data genuinely improves outcomes for adults living with type 1 diabetes.

Subject of Research: Associations between type 1 diabetes self-care behaviours, glycaemic control, diabetes distress and psychological flexibility in adults

Article Title: Frequency of Key Type 1 Diabetes Self‐Care Behaviours Are Associated With Psychological Flexibility, Distress and Glycaemic Outcome

Article References: Nicholas, J. A., Yeap, B. B., Cross, D., Bear, N., & Burkhardt, M. S. (2026). Frequency of Key Type 1 Diabetes Self‐Care Behaviours Are Associated With Psychological Flexibility, Distress and Glycaemic Outcome. Endocrinology, Diabetes & Metabolism, 9(5), Article e70336. https://doi.org/10.1002/edm2.70336

Image Credits: AI Generated

DOI: 10.1002/edm2.70336

Keywords: type 1 diabetes, diabetes self-care, HbA1c, diabetes distress, psychological flexibility, Behavioural Diabetes Care Record, insulin regimen, glucose monitoring, cluster analysis, hypoglycaemia, behavioural intervention, Frequency