Browsing by Subject "adherence"
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Item Advancing diabetes management in adolescents: Comparative effectiveness of mobile self‐monitoring blood glucose technology and family‐centered goal setting(Wiley, 2018-06) Hannon, Tamara S.; Yazel-Smith, Lisa G.; Hatton, Amy S.; Stanton, Jennifer L.; Moser, Elizabeth A. S.; Li, Xiaochun; Carroll, Aaron E.; Pediatrics, School of MedicineBackground As adolescents gain autonomy, it remains important for parents to be involved with diabetes management to avoid deterioration in glycemic control. Technologies for self‐monitoring of blood glucose (SMBG) allow for remote monitoring in real‐time by parents. This research compared 3 strategies for improving SMBG and diabetes self‐care in the short‐term. These strategies were: (1) health information technology (HIT)‐enhanced blood glucose meter that shared blood glucose data among patients, their parent, and care providers, and allowed for text messaging; (2) family‐centered goal setting; and (3) a combination of (1) and (2). Methods One hundred twenty‐eight participants enrolled; 97 adolescent‐parent pairs attended clinic at 3‐month intervals during the 6‐month intervention. Differences between treatment groups were evaluated using analysis of variance (ANOVAs) for continuous variables and χ2 tests for frequencies. Within patient changes were evaluated using paired t tests. Results Participants in the HIT‐enhanced SMBG group had no change in mean glycosylated hemoglobin (HbA1c). Participants assigned to family‐centered goal setting had a non‐significant decrease in HbA1c of −0.3% (P = .26) from baseline to 6 months. Participants in the combined approach had a significant decrease in HbA1c of −0.6% (P = .02) from baseline to 3 months, but the decrease of −0.4% at 6 months was non‐significant (P = .51). The change in HbA1c from baseline to 3 months was greater for the combined approach than for the HIT‐enhanced SMBG (P = .05) or family‐centered goal setting (P = .01). Conclusions Our data suggest that utilizing the family‐centered goal setting strategy when implementing HIT‐enhanced diabetes technology deserves further study.Item A Comparison of Objectively- and Subjectively-Measured Adherence in Glaucoma Patients of African Descent(Office of the Vice Chancellor for Research, 2015-04-17) Awan, Nabeel; Sutaria, Ankita; Bigatti, Silvia M.; Sirk, Emily; Hosty, Elizabeth; Payton, Chloe; Grow, Shelbi; Sutton, Bradley; Torbit, Julie; Racette, LynePurpose. Adherence to medical treatment of glaucoma is challenging. People of African descent (AD) have higher prevalence of open-angle glaucoma (OAG) and have been shown to have worse adherence. The goal of this prospective, observational study was to compare objectively- and subjectively-measured adherence in patients of African descent and to determine their relationship with self-efficacy. Methods. Twenty-one patients of AD diagnosed with OAG in the past five years were included in this study. Patients used a once-daily topical prostaglandin analog eye drop and self-administered their medication. Subjective adherence was assessed through self-report. Adherence was objectively measured using MEMS bottles. The cap of these bottles records the number of times the bottle is opened. Self-efficacy was assessed using the 10-item Glaucoma Medication Self-Efficacy scale and the 6-item Eye Drop Technique Self-Efficacy scale. MEMS adherence percentages were compared to self-reported adherence using a paired sample two-tailed t-test. To assess the relationship between objectively measured adherence and self-efficacy, patients were divided into 3 groups (n=7 each): high, medium and low adherence groups. The Chi-square test was used to determine whether differences in self-efficacy between the groups were present for each question on the two self-efficacy scales. Results. Subjectiveadherence (mean ± standard deviation) (97.34% ± 5.61) was significantly higher than objective adherence (66.34% ± 26.68) (p= 0.01). Of the 21 patients, 17 self-reported higher adherence levels than MEMS adherence levels. 4 patients with the highest levels of objectively measured adherence were the only patients to correctly estimate their adherence by self-report. Only one question was significantly associated with objective adherence: patients with high adherence were significantly more confident about taking their glaucoma medications when they do not experience symptoms (p = 0.04). Conclusions. Results showed that patients with higher adherence are more confident about using their eye drops in the absence of symptoms.Item Creepy, but Persuasive: In a Virtual Consultation, Physician Bedside Manner, Rather than the Uncanny Valley, Predicts Adherence(Frontiers, 2021) Dai, Zhengyan; MacDorman, Karl F.; Human-Centered Computing, School of Informatics and ComputingCare for chronic disease requires patient adherence to treatment advice. Nonadherence worsens health outcomes and increases healthcare costs. When healthcare professionals are in short supply, a virtual physician could serve as a persuasive technology to promote adherence. However, acceptance of advice may be hampered by the uncanny valley effect—a feeling of eeriness elicited by human simulations. In a hypothetical virtual doctor consultation, 441 participants assumed the patient’s role. Variables from the stereotype content model and the heuristic–systematic model were used to predict adherence intention and behavior change. This 2 × 5 between-groups experiment manipulated the doctor’s bedside manner—either good or poor—and virtual depiction at five levels of realism. These independent variables were designed to manipulate the doctor’s level of warmth and eeriness. In hypothesis testing, depiction had a nonsignificant effect on adherence intention and diet and exercise change, even though the 3-D computer-animated versions of the doctor (i.e., animation, swapped, and bigeye) were perceived as eerier than the others (i.e., real and cartoon). The low-warmth, high-eeriness doctor prompted heuristic processing of information, while the high-warmth doctor prompted systematic processing. This pattern contradicts evidence reported in the persuasion literature. For the stereotype content model, a path analysis found that good bedside manner increased the doctor’s perceived warmth significantly, which indirectly increased physical activity. For the heuristic–systematic model, the doctor’s eeriness, measured in a pretest, had no significant effect on adherence intention and physical activity, while good bedside manner increased both significantly. Surprisingly, cognitive perspective-taking was a stronger predictor of change in physical activity than adherence intention. Although virtual characters can elicit the uncanny valley effect, their effect on adherence intention and physical activity was comparable to a video of a real person. This finding supports the development of virtual consultations.Item Development of the CoMac Adherence Descriptor™: a linguistically-based survey for segmenting patients on their worldviews(Dove Medical Press, 2015) Connor, Ulla M.; Mac Neill, Robert S.; Mzumara, Howard R.; Sandy, Robert; Department of English, School of Liberal ArtsNonadherence to prescribed medication and healthy behaviors is a pressing health care issue. Much research has been conducted in this area under a variety of labels, such as compliance, disease management and, most recently, adherence. However, the complex factors related to predicting and, more importantly, understanding and explaining adherence, have nevertheless remained elusive. However, through an in-depth linguistic analysis of patient talk, the International Center for Intercultural Communication (ICIC) at Indiana University has produced a psycholinguistic coding system that uses patients' own language to cluster them into distinct groups based on their worldviews. ICIC's studies have shown, for example, that patients reveal their fundamental perceptions about themselves and their environment in their life narratives; clustering of individual patients based on these different perceptions is possible via the use of differential language in survey questions, and differential language can be used to tailor messages for individual patients in a manner that these individuals prefer over generically worded communication. In grant-funded research, an interdisciplinary team of researchers at the ICIC reviewed the literature and identified three basic psychosocial tenets related to adherence: control orientation, based on locus of control research; agency, based on self-efficacy; and affect or attitude and emotion. These three constructs were selected because, in the published literature, they have been consistently found to be connected to patient adherence. Based on this research, a survey, the CoMac Descriptor™ was developed. This report shows that The Descriptor™ questions and responses are valid and reliable in segmenting patients across psychosocial constructs, which will have positive implications for health care providers and patients.Item The doctor’s digital double: how warmth, competence, and animation promote adherence intention(2018-11) Dai, Zhengyan; MacDorman, Karl F.; Human-Centered Computing, School of Informatics and ComputingBackground Each year, patient nonadherence to treatment advice costs the US healthcare system more than $300 billion and results in 250,000 deaths. Developing virtual consultations to promote adherence could improve public health while cutting healthcare costs and usage. However, inconsistencies in the realism of computer-animated humans may cause them to appear eerie, a phenomenon termed the uncanny valley. Eeriness could reduce a virtual doctor’s credibility and patients’ adherence. Methods In a 2 × 2 × 2 between-groups posttest-only experiment, 738 participants played the role of a patient in a hypothetical virtual consultation with a doctor. The consultation varied in the doctor’s Character (good or poor bedside manner), Outcome (received a fellowship or sued for malpractice), and Depiction (a recorded video of a real human actor or of his 3D computer-animated double). Character, Outcome, and Depiction were designed to manipulate the doctor’s level of warmth, competence, and realism, respectively. Results Warmth and competence increased adherence intention and consultation enjoyment, but realism did not. On the contrary, the computer-animated doctor increased adherence intention and consultation enjoyment significantly more than the doctor portrayed by a human actor. We propose that enjoyment of the animated consultation caused the doctor to appear warmer and more real, compensating for his realism inconsistency. Expressed as a path model, this explanation fit the data. Discussion The acceptance and effectiveness of the animation should encourage the development of virtual consultations, which have advantages over creating content with human actors including ease of scenario revision, internationalization, localization, personalization, and web distribution.Item Does Knowledge of the Causes of Glaucoma Impact Adherence?(Office of the Vice Chancellor for Research, 2016-04-08) Diallo, Kadé; Bigatti, Silvia M.; Sutton, Bradley; Torbit, Julie; Racette, LynePurpose: Glaucoma is informally known as loss of sight due to the deterioration or damage to the optic nerve; some scientists claim to have identified the genes related to these causes. The most prevalent risk factor includes those of African descendant. We tested the hypothesis that the adherence level is higher in patients with more knowledge of their condition than those with none. Methods: A dataset of the first visit from a clinical diagnosis of open-angle glaucoma was retrieved, in which all the patients administered once-daily prostaglandin analog eye drops themselves. Participants were on average 60.38±9.93yrs of age and identified as African descendants; of the 29 patients, 16 self-identified as male and the rest female. Participants were specifically asked to “Please list in rank-order the three most important factors that you believe caused your illness”. We grouped the results into three different conditions: (1) those with at least on “true” (current factors that are widely accepted scientifically) risk factors vs those with none, (2) those who included race as a risk factor vs those who did not, and (3) those who listed any risk factors vs those with none. We compared the adherence within each condition using two-tailed t-test to calculate the “level of significance”. Results: Our results did not agree with our hypothesis. The values returned were: (1) 0.1244, (2) 0.3744, and (3) 0.2516. Because all three results were ≥ 0.05, our data displayed that there were no relationship between the groups. It meant that our outcomes were most likely a consequence of chance with no significance. Conclusions: Though our results were not consistent with our hypothesis, we were still able to come to a different deduction: whether or not individuals are educated on the causes of their conditions, their adherence will only improve if they decide it so.Item Efficacy and Tolerability of High- vs Low-Volume Split-Dose Bowel Cleansing Regimens for Colonoscopy: A Systematic Review and Meta-analysis(Elsevier, 2019) Spadaccini, Marco; Frazzoni, Leonardo; Vanella, Giuseppe; East, James; Radaelli, Franco; Spada, Cristiano; Fuccio, Lorenzo; Benamouzig, Robert; Bisschops, Raf; Bretthauer, Michael; Dekker, Evelien; Dinis-Ribeiro, Mario; Ferlitsch, Monika; Gralnek, Ian; Jover, Rodrigo; Kaminski, Michael F.; Pellisé, Maria; Triantafyllou, Konstantinos; Van Hooft, Jeanin E.; Dumonceau, Jean-Marc; Marmo, Clelia; Alfieri, Sergio; Chandrasekar, Viveksandeep Thoguluva; Sharma, Prateek; Rex, Doug K.; Repici, Alessandro; Hassan, Cesare; Medicine, School of MedicineBackground & Aims Efficacy of bowel preparation is an important determinant of outcomes of colonoscopy. It is not clear whether approved low-volume polyethylene glycol (PEG) and non-PEG regimens are as effective as high-volume PEG regimens when taken in a split dose. Methods In a systematic review of multiple electronic databases through January 31, 2019 with a registered protocol (PROSPERO: CRD42019128067), we identified randomized controlled trials that compared low- vs high-volume bowel cleansing regimens, administered in a split dose, for colonoscopy. The primary efficacy outcome was rate of adequate bowel cleansing, and the secondary efficacy outcome was adenoma detection rate. Primary tolerability outcomes were compliance, tolerability, and willingness to repeat. We calculated relative risk (RR) and 95% CI values and assessed heterogeneity among studies by using the I2 statistic. The overall quality of evidence was assessed using the GRADE framework. Results In an analysis of data from 17 randomized controlled trials, comprising 7528 patients, we found no significant differences in adequacy of bowel cleansing between the low- vs high-volume split-dose regimens (86.1% vs 87.4%; RR, 1.00; 95% CI, 0.98–1.02) and there was minimal heterogeneity (I2 = 17%). There was no significant difference in adenoma detection rate (RR, 0.96; 95% CI, 0.87–1.08) among 4 randomized controlled trials. Compared with high-volume, split-dose regimens, low-volume split-dose regimens had higher odds for compliance or completion (RR, 1.06; 95% CI, 1.02–1.10), tolerability (RR, 1.39; 95% CI, 1.12–1.74), and willingness to repeat bowel preparation (RR, 1.41; 95% CI, 1.20–1.66). The overall quality of evidence was moderate. Conclusions Based on a systematic review of 17 randomized controlled trials, low-volume, split-dose regimens appear to be as effective as high-volume, split-dose regimens in bowel cleansing and are better tolerated, with superior compliance.Item Examining adherence to activity monitoring devices to improve physical activity in adults with cardiovascular disease: A systematic review(Sage, 2019-03) Marin, Tania S.; Kourbelis, Constance; Foote, Jonathon; Newman, Peter; Brown, Alex; Daniel, Mark; Coffee, Neil T.; Nicholls, Stephen; Ganesan, Anand; Versace, Vincent L.; Beks, Hannah; Haedtke, Christine A.; Clark, Robyn A.; School of NursingBackground Activity monitoring devices are currently being used to facilitate and monitor physical activity. No prior review has examined adherence to the use of activity monitoring devices amongst adults with cardiovascular disease. Methods Literature from June 2012 to October 2017 was evaluated to examine the extent of adherence to any activity monitoring device used to collect objective physical activity data. Randomized control trials comparing usual care against the use of an activity monitoring device, in a community intervention for adults from any cardiovascular diagnostic group, were included. A systematic search of databases and clinical trials registers was conducted using Joanna Briggs Institute methodology. Results Of 10 eligible studies, two studies reported pedometer use and eight accelerometer use. Six studies addressed the primary outcome. Mean adherence was 59.1% (range 39.6% to 85.7%) at last follow-up. Studies lacked equal representation by gender (28.6% female) and age (range 42 to 82 years). Conclusion This review indicates that current research on activity monitoring devices may be overstated due to the variability in adherence. Results showed that physical activity tracking in women and in young adults have been understudied.Item Feasibility and Acceptability of Qigong Exercise in Community-Dwelling Older Adults in the United States(Liebert, 2018-01) Chang, Pei-Shiun; Knobf, M. Tish; Funk, Marjorie; Oh, Byeongsang; School of NursingObjectives:Qigong exercise has been shown to improve physical and psychological well-being in adults with chronic conditions, but little is known about the feasibility and acceptability of engaging in a qigong exercise program in community-dwelling older adults in the United States. The purpose of this study was to explore the feasibility, acceptance, and adherence to an 8-week qigong exercise intervention in community-dwelling American older adults. Design: An exploratory study design. Setting: Two senior centers in southern Connecticut. Subjects: Forty-five community-dwelling older adults aged 65 to 85 years enrolled. Intervention: A supervised 1-h health qigong exercise session twice weekly for 8 weeks. Outcome measures: An investigator-designed questionnaire with seven items that were rated on a 1 to 6 scale, with higher scores indicating better results, and nine open-ended questions were used to obtain data on feasibility and acceptability. Adherence was calculated as the proportion of the 16 planned sessions attended. Results: Of the 45 older adults enrolled, 6 never started and 6 withdrew, with 33 evaluable at the end of the intervention. The mean age of the sample was 74.8 years; the majority were female (84.4%) and white (91.1%). Mean scores on aspects of difficulty, acceptability, suitability, or effectiveness of qigong exercise were all ≥5. Participants identified benefits of qigong exercise, such as calming and relaxing feelings, inner peace, better balance, and flexibility. Attendance rate was 78.8%, with 94% performing qigong exercise at least once weekly outside the class. All participants indicated that they would recommend qigong exercise to others. No adverse events occurred. Conclusion: An 8-week qigong exercise program was feasible, acceptable, and safe for American older adults. Future robust randomized controlled trials are needed to confirm these findings.Item Hypertension treatment intensification among stroke survivors with uncontrolled blood pressure(Elsevier, 2015-05) Roumie, Christianne L.; Zillich, Alan J.; Bravata, Dawn M.; Jaynes, Heather A.; Myers, Laura J.; Yoder, Joseph; Cheng, Eric M.; Department of Medicine, IU School of MedicineObjective The study objective was to evaluate a pharmacist hypertension care management program within the patient-centered medical home. Methods This was a retrospective case-control study. Cases included all patients with hypertension who were referred to the care management program, and controls included patients with hypertension who were not referred to the program during the same 1-year period. Each case was matched to a maximum of 3 controls on the basis of primary care physician, age ±5 years, gender, diagnoses of diabetes and kidney disease, baseline systolic blood pressure ±10 mm Hg, and number of unique antihypertensive medications. Pharmacists provided a hypertension care management program under an approved scope of practice that allowed pharmacists to meet individually with patients, adjust medications, and provide patient education. Primary outcomes were systolic blood pressure and diastolic blood pressure at 6 and 12 months. Multivariate regression models compared each blood pressure end point between cases and controls adjusting for age, comorbidities, baseline blood pressure, and baseline number of blood pressure medications. Results A total of 573 patients were referred to the hypertension program; 86% (465/543) had at least 1 matched control and were included as cases in the analyses; 3:1 matching was achieved in 90% (418/465) of cases. At baseline, cases and controls did not differ with respect to age, gender, race, or comorbidity; baseline blood pressure was higher (139.9/80.0 mm Hg vs 136.7/78.2 mm Hg, P ≤ .0002) in the cases compared with controls. Multivariate regression modeling identified significantly lower systolic blood pressure for the cases compared with controls at both 6 and 12 months (6-month risk ratio [RR], 9.7; 95% confidence interval [CI], 2.7-35.3; 12-month RR, 20.3; 95% CI, 4.1-99.2; P < .01 for both comparisons). Diastolic blood pressure was significantly lower at 12 months (RR, 2.9; 95% CI, 1.2-7.1; P < .01) but not at 6 months (RR, 1.0; 95% CI, 0.31-3.4; P = .9) for the cases compared with controls. Conclusions Patients who were referred to the pharmacist hypertension care management program had a significant improvement in most blood pressure outcomes. This program may be an effective method of improving blood pressure control among patients in a medical home model of primary care.