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1.
Diabet Med ; : e15379, 2024 Jun 17.
Article in English | MEDLINE | ID: mdl-38881382

ABSTRACT

BACKGROUND AND AIMS: Gastrointestinal (GI) symptoms, common in type 2 diabetes (T2D), are typically bothersome, socially embarrassing, and impact negatively on quality of life. They may also contribute to diabetes distress (DD), but this has never been formally evaluated. We aimed to investigate the relationships between GI symptoms, DD and depressive symptoms in a large cohort of individuals with T2D in Bangladesh. MATERIALS AND METHODS: 1406 unselected T2D individuals (female 58.8%; mean age 51.0 ± 12.5 years) from four diabetes clinics in Bangladesh completed validated questionnaires evaluating GI symptoms (PAGI-SYM), DD (DDS-17) and depressive symptoms (PHQ-9). RESULTS: 31.1% of participants reported GI symptoms (36.2% females, 23.7% males), while 51.1% had elevated DD and 37.8% depressive symptoms. GI symptoms exhibited independent relationships with both DD and depressive symptoms, and their likelihood was higher among those with DD (OR: 3.6 [2.2-5.6] and with depressive symptoms (OR: 5.9 [3.5-9.9]). CONCLUSIONS: GI symptoms are independently associated with both DD and depressive symptoms in people with T2D in Bangladesh.

2.
J Diabetes Complications ; 36(8): 108256, 2022 08.
Article in English | MEDLINE | ID: mdl-35810147

ABSTRACT

AIMS: To establish cut-points and thresholds for elevated diabetes distress; document change over time; and define minimal clinically important differences (MCID) using the new Type 2 Diabetes Distress Assessment System (T2-DDAS). METHODS: A national sample of adults with type 2 diabetes completed the T2-DDAS CORE distress scale and the 7 T2-DDAS SOURCE distress scales at baseline and 6-months. Scores were computed separately for insulin- and non-insulin users. Spline regression models defined CORE cut-points and SEM formulas defined MCID. A rational "threshold" approach defined elevated SOURCE scores. RESULTS: 471 participants (205 insulin, 266 non-insulin) completed both assessments. Analyses yielded ≥2.0 as the cut-point for both elevated CORE and elevated SOURCE. Prevalence of elevated CORE was 61.8 % (69.9 % over 6 months). Elevated SOURCE scores varied from 30.6 % (Stigma/Shame) to 76.4 % (Management); 87.5 % indicated at least 1 elevated SOURCE score. Most (77.1 %) reported multiple elevated SOURCES. 81.8 % with elevated CORE distress at baseline remained elevated at 6 months. MCID analyses yielded +/- 0.25 as significant change. Few differences between insulin- and non-insulin users occurred. CONCLUSIONS: Elevated CORE distress is highly prevalent and persistent over time; most participants reported multiple SOURCES of distress. Findings highlight the need for comprehensive assessment of diabetes distress.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Adult , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Humans , Insulin/therapeutic use , Insulin, Regular, Human , Prevalence
3.
J Diabetes Complications ; 35(6): 107925, 2021 06.
Article in English | MEDLINE | ID: mdl-33836966

ABSTRACT

AIMS: To investigate the problem of adults with type 1 diabetes (T1D) who purposefully keep their glucose levels low, and to explore contributors to, and possible impact of, this potentially dangerous phenomenon. METHODS: We developed three self-report items as a means to identify individuals who endorse a consistent preference for hypoglycemia over hyperglycemia ("Hyperglycemia Aversives"). In a large T1D survey (n = 219), validated measures of well-being, emotional distress and hypoglycemic awareness, and glycemic metrics derived from the past 14-day period, were used to examine whether Hyperglycemia Aversives could be characterized as a distinct group. RESULTS: Hyperglycemia Aversives comprised 16.4% of the sample. This unique group demonstrated significantly higher mean %TIR (71.6% vs. 63.6%) and %TBR (5.1% vs. 2.2%), lower mean %TAR > 250 mg/dL (6.0% vs. 10.1%), and higher rates of impaired hypoglycemic awareness and recurrent severe hypoglycemia episodes than the remaining study sample ("Non-Aversives") (all ps < 0.01). The two groups did not demonstrate significant differences on psychosocial outcomes. CONCLUSIONS: We identified a group of T1D adults reporting a consistent preference for hypoglycemia over hyperglycemia. These individuals achieve significantly greater %TIR and less %TAR, but at the cost of greater %TBR and more frequent severe hypoglycemia episodes.


Subject(s)
Diabetes Mellitus, Type 1 , Hyperglycemia , Hypoglycemia , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Humans , Hyperglycemia/epidemiology , Hyperglycemia/prevention & control , Hypoglycemia/chemically induced , Hypoglycemia/epidemiology , Hypoglycemia/prevention & control , Hypoglycemic Agents/therapeutic use
4.
J Diabetes Complications ; 34(12): 107746, 2020 12.
Article in English | MEDLINE | ID: mdl-33077350

ABSTRACT

AIMS: To investigate the impact of time in range (TIR) on mood in adults with type 1 diabetes (T1D). METHODS: We followed a cohort of 219 T1D adults, all currently employing a real-time continuous glucose monitoring system (RT-CGM), to investigate how daily changes in CGM metrics were associated with nightly reports of positive and negative mood over a two-week period. RESULTS: Greater daily %TIR (70-180 mg/dL) and less time in "severe" hyperglycemia (% time above range (TAR) > 300 mg/dL) were both significantly associated with higher ratings on all positive mood elements and lower ratings on most negative mood elements (all ps < 0.05). When entered together as predictors, %TIR but not %TAR >300 emerged as an independent predictor of many of the positive and negative mood variables. Neither daily changes in time spent in hypoglycemia (< 70 mg/dL) nor glycemic variability (represented by the coefficient of variation) were significantly related to reported mood. CONCLUSIONS: This study provides the first evidence that time in range (%TIR) is associated with, and likely enhances, daily mood. Consistent with previous studies, we also found that more time spent in "severe" hyperglycemia is linked to more negative mood.


Subject(s)
Affect , Diabetes Mellitus, Type 1 , Hyperglycemia , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/psychology , Humans , Hypoglycemia
5.
J Diabetes Complications ; 34(7): 107606, 2020 07.
Article in English | MEDLINE | ID: mdl-32354623

ABSTRACT

AIMS: To examine the factor structure, validity and reliability of the Hypoglycemic Attitudes and Behavior Scale (HABS) in T1D adults (previously examined only in T2D adults), and to determine if it has unique value, after controlling for hypoglycemic fear. METHODS: The original 14 HABS items were submitted to a confirmatory factor analysis (CFA) with T1D participants. Construct validity criteria included diabetes distress, generalized anxiety, well-being, hypoglycemic fear, hypoglycemia history and self-reported glycemic control. RESULTS: A CFA yielded a similar 3-factor solution, with all items loading on the same factors as in the analyses with T2D adults: Hypoglycemia Anxiety, Avoidance and Confidence. Higher levels of Anxiety and Avoidance were significantly associated with poorer well-being and higher levels of generalized anxiety, diabetes distress and hypoglycemic fear, with correlations in the reverse direction for Confidence. After controls (including hypoglycemic fear), the HABS subscales were significantly linked to several criterion variables. CONCLUSIONS: Though originally developed and validated with T2D adults, the HABS demonstrates sufficient validity and reliability for use with a T1D population; and it captures unique critical elements of hypoglycemic concerns. Thus, it may contribute to a greater understanding of hypoglycemia management and more targeted clinical interventions in a T1D population.


Subject(s)
Attitude , Diabetes Mellitus, Type 1 , Health Behavior , Hypoglycemia , Adult , Anxiety/epidemiology , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2 , Humans , Hypoglycemia/diagnosis , Hypoglycemia/prevention & control , Hypoglycemic Agents/therapeutic use , Reproducibility of Results
6.
Diabet Med ; 37(3): 427-435, 2020 03.
Article in English | MEDLINE | ID: mdl-31837158

ABSTRACT

The aim of this narrative review was to determine the contribution of behavioural and psychosocial research to the field of medication-taking for adults with type 2 diabetes over the past 25 years. We review the behavioural and psychosocial literature relevant to adults with type 2 diabetes who are treated with oral antidiabetes agents, glucagon-like peptide-1 receptor agonists and insulin. Delayed uptake of, omission of and non-persistence with medications are significant problems among adults with type 2 diabetes. At each stage of the course of diabetes, during which medication to lower blood glucose is initiated or intensified, ~50% of people take less medication than prescribed. Research aimed at increasing optimal medication-taking behaviour has targeted 'forgetfulness', developing interventions which aid medication-taking, such as reminder devices, with limited success. In parallel, investigation of beliefs about medication has provided insights into the perceived necessity of and concerns about medication and how these inform medication-taking decisions. Guidance is available for health professionals to facilitate shared decision-making, particularly with insulin therapy; however, interventions addressing medication beliefs are limited. Optimal medication-taking behaviour is essential to prevent hyperglycaemia in adults with type 2 diabetes. Evidence from the past 25 years has demonstrated the association between medication beliefs and medication-taking behaviour. Health professionals need to address medication concerns, and establish and demonstrate the utility of diabetes medication with the individual within the clinical consultation. There are interventions that may assist diabetes health professionals in the shared decision-making process, but further development and more robust evaluation of these tools and techniques is required.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/psychology , Medication Adherence/psychology , Adult , Behavioral Sciences/history , Behavioral Sciences/methods , Behavioral Sciences/trends , Diabetes Mellitus, Type 2/epidemiology , Health Knowledge, Attitudes, Practice , History, 20th Century , History, 21st Century , Humans , Medication Adherence/statistics & numerical data , Psychology
7.
Diabet Med ; 36(7): 803-812, 2019 07.
Article in English | MEDLINE | ID: mdl-30985025

ABSTRACT

Addressing the emotional side of diabetes and its management has received considerable attention in recent years. At the centre of most of these efforts is the concept of 'diabetes distress', a generic term that captures the primary sources and intensity of emotional distress associated with diabetes and its management over time. As interest in diabetes distress has grown, however, it has been difficult to integrate and translate the various strands of clinical research in a manner that can guide diabetes distress intervention efforts in the real world of clinical care. The aim of this paper is to fill this gap by outlining practical strategies for intervention in clinical settings and to assist diabetes healthcare professionals in thinking through how diabetes distress might be addressed practically in their clinics. To address these goals, this review is divided into five sections: a definition of diabetes distress, ways diabetes distress can be assessed and monitored, information about diabetes distress for use in intervention planning, topics to be considered for inclusion in diabetes distress interventions, and alternatives for where in the care process a diabetes distress intervention might be considered. We focus on diabetes distress experienced by adults with both Type 1 and Type 2 diabetes.


Subject(s)
Anxiety/diagnosis , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 2/psychology , Medication Adherence/psychology , Self Care/psychology , Stress, Psychological/diagnosis , Anxiety/etiology , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Emotions , Health Knowledge, Attitudes, Practice , Humans , Practice Guidelines as Topic , Stress, Psychological/etiology
8.
J Diabetes Complications ; 32(7): 665-669, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29887299

ABSTRACT

OBJECTIVE: To identify and assess patient motivation to initiate or maintain behavior changes. METHODS: Attitudinal statements were developed from structured patient interviews and translated into 18 survey items. Items were analyzed with exploratory factor analysis (EFA). RESULTS: An EFA with 340 type 2 diabetes patients identified three areas of patient attitudes toward changing health behaviors: (1) willingness to make changes (3 items; α = 0.69), (2) perceived ability to make or maintain changes (3 items; α = 0.74), and (3) and feeling changes are worthwhile (3 items; α = 0.61). Greater perceived ability and feelings of worthwhileness were associated with positive psychosocial and behavioral management indicators. All three areas were associated with confidence and attitudes toward making a specific behavioral change (e.g., improve diet). CONCLUSIONS: MATCH is an internally consistent and valid 9-item scale that provides a profile of factors influencing motivation that can be used in clinical and research settings.


Subject(s)
Attitude to Health , Behavior Therapy , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/psychology , Motivation , Self Care , Adult , Aged , Behavior Therapy/statistics & numerical data , Diabetes Mellitus, Type 2/therapy , Female , Health Knowledge, Attitudes, Practice , Humans , Interviews as Topic , Male , Middle Aged , Patient Reported Outcome Measures , Physician-Patient Relations , Self Care/methods , Self Care/psychology , Surveys and Questionnaires
9.
J Diabetes Complications ; 32(4): 373-378, 2018 04.
Article in English | MEDLINE | ID: mdl-29496364

ABSTRACT

AIMS: To determine the impact of frequency of non-severe hypoglycemic events (NSHE) and the perceived burden of NSHE on quality of life (QOL) over time. METHODS: T2D adults (n = 424) were re-contacted two years after initial QOL assessment. Responding subjects (n = 290) reported the frequency and burden of NSHE over time and completed six generic and diabetes-specific QOL measures. RESULTS: Most subjects (86%) reported ≥ one NSHE over time. Higher frequency of NSHE was significantly associated with decrements in QOL. Greater perceived burden of NSHE was significantly linked to decreases in QOL over time for all six QOL measures. Interaction terms indicated that participants with a higher frequency of NSHE and higher perceived burden reported the greatest decrease in QOL; participants who experienced frequent NSHE but did not perceive these events as burdensome evidenced little worsening in QOL over time. CONCLUSIONS: NSHE have a negative impact on QOL over time in T2D adults. However, it is not just the occurrence of NSHE that affects QOL; it is the individual's felt burden of these events that is critical. The greatest reductions in QOL are seen among those subjects reporting a higher frequency of NSHE and indicating that such events are burdensome.


Subject(s)
Diabetes Mellitus, Type 2/blood , Hypoglycemia/blood , Quality of Life , Aged , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Cost of Illness , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/diagnosis , Hypoglycemic Agents/therapeutic use , Male , Middle Aged
10.
Obes Sci Pract ; 3(3): 342-351, 2017 09.
Article in English | MEDLINE | ID: mdl-29071110

ABSTRACT

AIMS: The study aims to examine real-world weight change and the role of medication adherence among patients with type 2 diabetes who initiated one of three drug classes: glucagon-like peptide-1 receptor agonist (GLP-1RA), dipeptidyl peptidase-4 inhibitor (DPP4) and sulfonylureas (SUs). MATERIALS AND METHODS: A cohort of patients initiating one of the three drug classes was selected from a large US database of integrated electronic medical record and administrative claims. Adherence was defined as per cent of days covered ≥80% during the year following drug initiation. Weight change was calculated from drug initiation (-180, +30 d) to 1 year (±90 d) later. Multivariate regression controlled for baseline differences between adherent and poorly adherent patients and the addition of another drug class during follow-up. RESULTS: The study included 833 GLP-1RA, 2,272 DPP4 and 2,713 SU patients who contributed 2,279, 6,602 and 7,429 observations respectively. Patients initiating a GLP-1RA achieved the largest weight change (-2.46 kg of GLP-1RA, -1.26 kg of DPP4 and 0.18 kg of SU, P < 0.01). Adherent GLP-1 patients lost 1.73 kg more than poorly adherent patients, and adherent SU patients gained 1.11 kg more than poorly adherent patients (all P < 0.01). Adherent and poorly adherent DPP4 patients experienced approximately the same amount of weight loss. CONCLUSIONS: Medication adherence can mediate observed weight loss in patients treated with a GLP1-RA or weight gain in those treated with an SU. Medication adherence was low in a real-world population, particularly for GLP-1RA, which displayed the strongest weight loss benefit. Because recent American Diabetes Association guidelines recommend selecting drug therapies that have a weight loss or weight neutral effect for the management of type 2 diabetes patients, patients should be encouraged to enhance their adherence to benefit the most from therapies that have weight loss properties.

11.
Diabet Med ; 34(12): 1658-1666, 2017 12.
Article in English | MEDLINE | ID: mdl-28636745

ABSTRACT

A wide range of diabetes-directed interventions - including novel medications, devices and comprehensive education programmes - have been shown to be effective in clinical trials. But in the real world of diabetes care their efficacy is often dependent upon on how well a clinician is able to support personal engagement and motivation of the person with diabetes to use these new tools and knowledge consistently, and as directed. Although many person-centred motivational and behavioural strategies have been developed, for example, action planning, motivational interviewing and empowerment-based communication, the sheer number and apparent lack of clear differences among them have led to considerable confusion. The primary goal of this review, therefore, is to provide a practical framework that organizes and structures these programmes to enhance their more systematic use in clinical care. Its purpose is to enhance clinician efforts to respectfully encourage and support engagement and motivation for behaviour change in people with diabetes. The three-step framework for organizing and describing the specific clinical processes involved is based on self-determination theory and includes: clinician preparation for a different type of clinical encounter, clinician/person with diabetes relationship building, and clinician utilization of specific behavioural tools. We conclude with practical considerations for application of this framework to the real world of clinical care.


Subject(s)
Diabetes Mellitus/therapy , Health Behavior , Motivation , Patient Participation/methods , Psychosocial Support Systems , Self Care , Diabetes Mellitus/psychology , Humans , Personal Autonomy
12.
Diabet Med ; 34(9): 1228-1234, 2017 09.
Article in English | MEDLINE | ID: mdl-28498610

ABSTRACT

AIM: To determine the cross-sectional and longitudinal associations between diabetes distress and diabetes management. METHODS: In a non-interventional study, 224 adults with Type 1 diabetes were assessed for diabetes distress, missed insulin boluses, hypoglycaemic episodes, and HbA1c at baseline and 9 months. RESULTS: At baseline, greater distress was associated with higher HbA1c and a greater percentage of missed insulin boluses. Longitudinally, elevated baseline distress was related to increased missed insulin boluses, and decreases in distress were associated with decreases in HbA1c . In supplementary analyses, neither depression symptoms nor a diagnosis of major depressive disorder was associated with missed insulin boluses, HbA1c or hypoglycaemic episodes in cross-sectional or longitudinal analyses. CONCLUSIONS: Significant cross-sectional and longitudinal associations were found between diabetes distress and management; in contrast, no parallel associations were found for major depressive disorder or depression symptoms. Findings suggest that elevated distress may lead to more missed insulin boluses over time, suggesting a potential intervention target. The covarying association between distress and HbA1c points to the complex and likely interactive associations between these constructs. Findings highlight the need to address distress as an integral part of diabetes management in routine care.


Subject(s)
Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 1/therapy , Stress, Psychological/etiology , Adolescent , Adult , Blood Glucose/metabolism , Child , Cross-Sectional Studies , Diabetes Complications/epidemiology , Diabetes Complications/etiology , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Disease Progression , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemia/chemically induced , Hypoglycemia/epidemiology , Longitudinal Studies , Male , Middle Aged , Stress, Psychological/epidemiology , Time Factors , Young Adult
13.
Diabet Med ; 34(8): 1100-1107, 2017 08.
Article in English | MEDLINE | ID: mdl-28370335

ABSTRACT

AIMS: To investigate physicians' recalled experiences of their conversations with patients at diagnosis of Type 2 diabetes, because physician-patient communication at that time may influence the patient's subsequent self-care and outcomes. METHODS: As part of a large cross-national study of physician-patient communication during early treatment of Type 2 diabetes (IntroDia® ), we conducted a cross-sectional survey of physicians treating people with Type 2 diabetes in 26 countries across Africa, Asia, Europe, Latin America, the Middle East, North America and Oceania. The survey battery was designed to evaluate physician experiences during diagnosis conversations as well as physician empathy (measured using the Jefferson Scale of Physician Empathy). RESULTS: A total of 6753 of 9247 eligible physicians completed the IntroDia® survey (response rate 73.0%). Most respondents (87.5%) agreed that the conversation at diagnosis of Type 2 diabetes impacts the patient's acceptance of the condition and self-care. However, almost all physicians (98.9%) reported challenges during this conversation. Exploratory factor analysis revealed two related yet distinct types of challenges (r = 0.64, P < 0.0001) associated with either patients (eight challenges, α = 0.87) or the situation itself at diagnosis (four challenges, α = 0.72). There was a significant inverse association between physician empathy and overall challenge burden, as well as between empathy and each of the two types of challenges (all P < 0.0001). Study limitations include reliance on accurate physician recall and inability to assign causality to observed associations. CONCLUSIONS: Globally, most physicians indicated that conversations with patients at diagnosis of Type 2 diabetes strongly influence patient self-care. Higher physician empathy was associated with fewer challenges during the diagnosis conversation.


Subject(s)
Diabetes Mellitus, Type 2/diagnosis , Global Health , Patient Education as Topic , Physician's Role , Physician-Patient Relations , Psychosocial Support Systems , Stress, Psychological/prevention & control , Attitude of Health Personnel , Combined Modality Therapy/adverse effects , Cost of Illness , Cross-Sectional Studies , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/therapy , Female , Health Care Surveys , Healthy Lifestyle , Humans , Male , Middle Aged , Practice Patterns, Physicians' , Quality of Life , Retrospective Studies , Self-Management/education , Sex Characteristics , Stress, Psychological/complications , Stress, Psychological/etiology
14.
Diabet Med ; 33(11): 1590-1597, 2016 11.
Article in English | MEDLINE | ID: mdl-26433004

ABSTRACT

AIMS: To determine the prevalence of depression and diabetes distress in adults with Type 1 diabetes and the rate of false-positives when compared with rates of major depressive disorder. METHODS: The sample consisted of 368 individuals with Type 1 diabetes, aged > 19 years. Individuals completed: the eight-item Patient Health Questionnaire depression scale (PHQ8), which was coded using four scoring criteria (scores > 10, >12 and >15, and Diagnostic and Statistical Manual of Mental Disorders 5 (DSM) algorithm scores); the Type 1 Diabetes Distress Scale; and the Structured Clinical Interview for DSM Disorders (SCID) to assess major depressive disorder. RESULTS: The prevalence rates of depression according to the eight-item Patient Health Questionnaire were: score >10, 11.4%; score >12, 7.1%; score >15, 3.8%; and positive algorithm result, 4.6%. The prevalence of major depressive disorder was 3.5%; and the prevalence of at least moderate diabetes distress was 42.1%. Depending on the criterion used, the false-positive rate when using the Patient Health Questionnaire compared with the results when using the SCID varied from 52 to 71%. Of those classified as depressed on the PHQ-8 or Structured Clinical Interview for DSM Disorders, between 92.3 and 96.2% also reported elevated diabetes distress. No significant association was found between any group classed as having depression according to the PHQ8 or the SCID and HbA1c concentration. Depression was significantly associated with more other life stress, more complications and a lower level of education. CONCLUSIONS: We found an unexpectedly low rate of current depression and major depressive disorder in this diverse sample of adults with Type 1 diabetes, and a very high rate of false-positive results using the Patient Health Questionnaire. Considering the high prevalence of diabetes distress, much of what has been considered depression in adults with Type 1 diabetes may be attributed to the emotional distress associated with managing a demanding chronic disease and other life stressors and not necessarily to underlying psychopathology.


Subject(s)
Depression/diagnosis , Depression/epidemiology , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 1/psychology , Medical Overuse/statistics & numerical data , Adult , Depression/etiology , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/epidemiology , False Positive Reactions , Female , Humans , Male , Middle Aged , Prevalence , Psychometrics , Stress, Psychological/diagnosis , Stress, Psychological/epidemiology , Surveys and Questionnaires , Young Adult
15.
J Diabetes Complications ; 29(8): 1171-6, 2015.
Article in English | MEDLINE | ID: mdl-26338296

ABSTRACT

AIMS: To identify the hypoglycemic concerns of adults with type 2 diabetes (T2D) and examine how these concerns are associated with key patient characteristics. METHODS: Qualitative interviews with 16 T2D adults and 11 diabetes care providers were conducted. Survey items were then developed and submitted to exploratory factor analyses (EFAs). Construct validity was assessed by correlations with diabetes distress, anxiety and depressive symptoms, well-being, hypoglycemic fear, hypoglycemia history and glycemic control (A1C). RESULTS: An EFA with 226 insulin users and 198 non-insulin users yielded 3 factors (14 items): Hypoglycemia Anxiety, Avoidance and Confidence. For both T2D groups, higher Anxiety and Avoidance were significantly associated with more hypoglycemia, lower well-being, and greater diabetes distress, depressive symptoms and hypoglycemic fear. Similar associations, in the converse direction, were found for Confidence. Among insulin users only, Anxiety was independently associated with greater emotional distress and more hypoglycemia, while Confidence was independently linked to less emotional distress and lower A1C. Avoidance was independently associated with greater emotional distress in both groups. CONCLUSIONS: Using the new 14-item Hypoglycemic Attitudes and Behavior Scale (HABS), we found that hypoglycemic concerns are significant in T2D adults, are linked to emotional distress and A1C, and merit attention in clinical practice.


Subject(s)
Anxiety/complications , Attitude to Health , Diabetes Mellitus, Type 2/psychology , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Insulin/adverse effects , Stress, Psychological/complications , Aged , Attitude of Health Personnel , California , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Factor Analysis, Statistical , Fear , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/prevention & control , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Internet , Male , Middle Aged , Psychiatric Status Rating Scales , Qualitative Research , Registries , Self Report
16.
Diabetes Obes Metab ; 16(11): 1121-7, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24919603

ABSTRACT

AIM: To assess the effect of initiating insulin treatment on quality of life of patients with type 2 diabetes (T2DM) in the 60-week All-to-Target trial (NCT00384085). METHODS: Patient-reported outcomes from a phase IV, multicentre, randomised, open-label, parallel-group study were analysed. Participants were randomised to: insulin glargine with up to one insulin glulisine injection (G + 1); insulin glargine with stepwise addition of up to three insulin glulisine injections (G + 3); or twice-daily premixed 70/30 insulin protamine-aspart/aspart (PM-2). Patient-reported outcome questionnaires were administered at weeks 0, 6, 12, 24, 36, 48 and 60. RESULTS: There were no between-group differences in the Psychosocial Adjustment to Illness State-Self Report (PAIS-SR) or in the EuroQoL Group Five-Dimension Self-Report Index Questionnaire (EQ-5D) from baseline to week 60; however, PAIS-SR scores improved significantly over this period in the G + 3 group (p = 0.0016) and EQ-5D scores worsened significantly in the PM-2 group (p = 0.02). Hypoglycemia Fear Survey Behaviour and Worry subscales worsened significantly for all groups, with greater deterioration being observed in the PM-2 group than in the G + 1 group (Behaviour, p = 0.0050; Worry, p = 0.0017) and G + 3 groups (Behaviour, p = 0.0105; Worry, p = 0.0016). Total scores on the Diabetes Quality of Life (DQoL) questionnaire improved more in the G + 3 group than in the PM-2 group over the study period (p = 0.0284), with all groups showing a significant improvement in DQoL score over time. CONCLUSION: Insulin glargine-based regimens showed advantages over premixed insulin in a number of patient-reported outcome measures. The potential impact on fear of hypoglycaemia may be of particular relevance when addressing the major barriers to early insulin treatment.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemia/chemically induced , Hypoglycemic Agents/administration & dosage , Insulin, Long-Acting/administration & dosage , Insulin/analogs & derivatives , Quality of Life/psychology , Adult , Aged , Aged, 80 and over , Anxiety , Body Mass Index , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/psychology , Drug Administration Schedule , Drug Therapy, Combination , Female , Humans , Hypoglycemia/psychology , Insulin/administration & dosage , Insulin Glargine , Male , Middle Aged , Patient Outcome Assessment , Surveys and Questionnaires , United States/epidemiology
17.
Diabet Med ; 31(7): 764-72, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24606397

ABSTRACT

Studies have identified significant linkages between depression and diabetes, with depression associated with poor self-management behaviour, poor clinical outcomes and high rates of mortality. However, findings are not consistent across studies, yielding confusing and contradictory results about these relationships. We suggest that there has been a failure to define and measure 'depression' in a consistent manner. Because the diagnosis of depression is symptom-based only, without reference to source or content, the context of diabetes is not considered when addressing the emotional distress experienced by individuals struggling with diabetes. To reduce this confusion, we suggest that an underlying construct of 'emotional distress' be considered as a core construct to link diabetes-related distress, subclinical depression, elevated depression symptoms and major depressive disorder (MDD). We view emotional distress as a single, continuous dimension that has two primary characteristics: content and severity; that the primary content of emotional distress among these individuals include diabetes and its management, other life stresses and other contributors; and that both the content and severity of distress be addressed directly in clinical care. We suggest further that all patients, even those whose emotional distress rises to the level of MDD or anxiety disorders, can benefit from consideration of the content of distress to direct care effectively, and we suggest strategies for integrating the emotional side of diabetes into regular diabetes care. This approach can reduce confusion between depression and distress so that appropriate and targeted patient-centred interventions can occur.


Subject(s)
Anxiety/diagnosis , Depression/diagnosis , Diabetes Mellitus/psychology , Medication Adherence/psychology , Self Care/psychology , Affect , Anxiety/etiology , Depression/etiology , Emotions , Humans , Severity of Illness Index
18.
Diabet Med ; 31(1): 40-6, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23819529

ABSTRACT

AIMS: To identify patient-reported obstacles to self-monitoring of blood glucose among those with Type 2, both insulin users and non-insulin users, and to investigate how obstacles are associated with frequency of self-monitoring and use of self-monitoring data. METHODS: Patients with Type 2 diabetes (n = 886, 65% insulin users) who attended a 1-day diabetes education conference in cities across the USA completed a survey on current and recommended self-monitoring of blood glucose frequency, how they used self-monitoring results and perceived obstacles to self-monitoring use. Exploratory factor analysis examined 12 obstacle items to identify underlying factors. Regression analyses examined associations between self-monitoring of blood glucose use and the key obstacle factors identified in the exploratory factor analysis. RESULTS: Three obstacle factors emerged: Avoidance, Pointlessness and Burden. Avoidance was the only significant independent predictor of self-monitoring frequency (ß = -0.23, P < 0.001). Avoidance (ß = -0.12, P < 0.01) and Pointlessness (ß = -0.15, P < 0.001) independently predicted how often self-monitoring data were shared with healthcare professionals and whether or not data were used to make management adjustments (Avoidance: odds ratio = 0.74, P < 0.001; Pointlessness: odds ratio = 0.75, P < 0.01). Burden was not associated with any of the self-monitoring behavioural measures. Few differences between insulin users and non-insulin users were noted. CONCLUSIONS: Obstacles to self-monitoring of blood glucose use, both practical and emotional, were common. Higher levels of Avoidance and Pointlessness, but not Burden, were associated with less frequent self-monitoring use. Addressing patients' self-monitoring-related emotional concerns (Avoidance and Pointlessness) may be more beneficial in enhancing interest and engagement with self-monitoring of blood glucose than focusing on day-to-day, behavioural issues (Burden).


Subject(s)
Blood Glucose Self-Monitoring/psychology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/psychology , Self Care/psychology , Blood Glucose/metabolism , Blood Glucose Self-Monitoring/statistics & numerical data , Cost of Illness , Diabetes Mellitus, Type 2/epidemiology , Female , Health Behavior , Health Knowledge, Attitudes, Practice , Health Surveys , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Male , Middle Aged , Patient Education as Topic , Social Perception , Surveys and Questionnaires , United States
19.
Diabetes Obes Metab ; 13(2): 144-9, 2011 Feb.
Article in English | MEDLINE | ID: mdl-21199266

ABSTRACT

AIM: to examine patient beliefs, preferences and concerns regarding a once-weekly (QW) glucose-lowering medication option. METHODS: a total of 1516 adults with type 2 diabetes drawn from a national Chronic Illness Panel completed an anonymous online survey that assessed perceived attributes of QW therapy, willingness to take an injectable QW medication and patient characteristics that might influence their willingness, such as current perceived glycaemic control and diabetes quality of life (DQOL). RESULTS: positive attitudes regarding QW medication were common, with current injection users significantly more likely than non-injection users to view beneficial aspects: greater convenience, better medication adherence, improved quality of life (QOL) and a less overwhelming sense of treatment (in all cases, p < 0.001). In all, 46.8% reported that they would likely take an injectable QW medication if recommended by their physician, with current injection users more than twice as likely as non-injection users (73.1 vs. 31.5%; p < 0.001). Greater willingness to take QW medications was associated with poorer DQOL [injection users only; odds ratio (OR) = 1.37, p < 0.01] and poorer perceived glycaemic control (non-injection users only; OR = 1.24, p < 0.05). Concerns arose about consistency of dosage over time, potential forgetfulness and cost. CONCLUSIONS: QW glucose-lowering medications are viewed positively by patients with type 2 diabetes, especially if they are current injection users or are dissatisfied with their current treatments or outcomes. Greater convenience, better medication adherence and improved QOL are commonly endorsed attributes. Clinicians may need to review both the positive attributes of QW medications as well as common patient concerns, when considering this option.


Subject(s)
Diabetes Mellitus, Type 2/psychology , Hypoglycemic Agents/administration & dosage , Medication Adherence/psychology , Quality of Life/psychology , Diabetes Mellitus, Type 2/drug therapy , Drug Administration Schedule , Female , Humans , Male , Medication Adherence/statistics & numerical data , Middle Aged , Patient Satisfaction , Treatment Outcome
20.
Diabet Med ; 20(1): 69-72, 2003 Jan.
Article in English | MEDLINE | ID: mdl-12519323

ABSTRACT

AIM: Responsiveness (sensitivity to change over time) is a key psychometric quality for an outcome measure. We examined the responsiveness of the Problem Areas In Diabetes (PAID) questionnaire, a measure of diabetes-specific emotional distress. METHODS: PAID data were obtained from seven diabetes intervention studies following a literature search that included both published papers and conference abstracts. To estimate responsiveness we used two indices: (i) a statistical test (the dependent t-test), and (ii) a commonly used effect size index (Cohen's d). RESULTS: Mean patient PAID scores improved from baseline to follow-up for all seven studies. Specifically, t-statistics ranged from t= 8.5 (P < 0.001) to t= 2.1 (P < 0.06). Effect size results ranged from 0.32 (i.e. small) for a disease management intervention to 0.65 (i.e. moderate) for an intensive medical/educational intervention. CONCLUSIONS: Despite the pilot nature of the studies, the pattern of findings provided strong support for the responsiveness of the PAID. Information on responsiveness helps clinical researchers select measures, accurately estimate sample size to ensure adequate statistical power, and prioritize outcomes to be assessed.


Subject(s)
Adaptation, Psychological , Diabetes Mellitus/psychology , Psychometrics/methods , Emotions , Humans , Reproducibility of Results , Surveys and Questionnaires
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