Filling a pillbox from a medication prescription displayed
Filling a pillbox from a medication prescription displayed on a tablet Impact of presentation formats in young and older adults Vandenbergh*, Élodie ; Hainselin*, Mathieu ; Quaglino*, Véronique ; Mouras*, Harold & Heurley*, Laurent * CRP-CPO EA 7273 Université de Picardie Jules Verne - 80025 Amiens CEDEX 1 elodie. vandenbergh@gmail. com laurent. heurley@u-picardie. fr
Page 2 The CONSIGNELA Project Context: the present study is part of the CONSIGNELA Project CONSIGNELA = CONSIGNes Électroniques Adaptées (Adapted electronic instructions) Goal: to improve drug prescription comprehension and execution in elderly and parkinsonian patients Partners: Funding: Regional Council Hauts-de-France and the European Regional Development Fund (FEDER)
Medication non-adherence Page 3 Medication non-adherence (non-compliance) – Non-adherence = deviations from prescription – Very frequent: 50% non-adherent patients – Consequences: reduced quality of life, rehospitalisations, … death. – Multifactorial and complex phenomenon Baudrant-Boga, Lehmann, & Allenet (2012) Older patients: Three important factors (Heinrich & Karner, 2011; Morrow et al. , 2004) – Regimen complexity – Age-related decrease of perceptual, motor and cognitive capacities – Inadequate patient-provider communication
Regimen complexity Multiple chronic illnesses & polypharmacy: - Multiple chronic illnesses (Bainbridge & Ruskin, 2009) - “many drugs” or “too many drugs” (Hughes et al. , 2016; Tandy & Bamford, 2010) - Self-medication (Bainbridge & Ruskin, 2009) Complex and changing administration schedules: - Multiple doses at different moments of the day (Bainbridge & Ruskin, 2009) - Multiple changes in the patient’s therapy (Malek & Grosset, 2015) Page 4
Age-related decrease of cognitive capacities Page 5 Decrease of: - Executive functions: planning, inhibition, … (Collette & Salmon, 2014) - Memory: working memory, prospective memory (Guillaume et al. , 2009; Insel et al. , 2013) - Comprehension (Lauverjat, et al. , 2005) - Cognitive performances under time pressure (Logie et al. , 2015)
Inadequate patient-provider communication Different sources and standard (inadequate) documents: Oral instructions: - Doctor’s instructions - Pharmacist’s instructions - Other sources (e. g. , internet, etc. ) Visual instructions: - Doctor’s prescription Medication leaflet and package Annotations written by the pharmacist Other sources (e. g. , internet, etc. ) Mc. Carthy et al. (2012); Serper et al. (2013); Tarn et al. (2008) Wolf et al. (2007, 2009) Page 6
Inadequate patient-provider communication Written or printed « ordonnance » « prescription » Patient information leaflet Package insert Page 7 Package information Annotations written by the pharmacist Source: http: //www. popcenter. org/proble ms/prescription_fraud/print/ Source: https: //www. shop-pharmacie. fr/p/ibufetumibuprofene-gel-5 -60 -g-10002093. html è Too many sources
Inadequate patient-provider communication « Ordonnance » Page 8 « Prescription » Source : http: //medicalschoolhq. net/prescription-writing-101/ è Inadequate presentation Source : www. droitpharma. fr/8/ordo_reg. htm
How to improve patient-provider communication? How to make prescriptions more understandable? … by adopting a multidisciplinary patient-centered approach: • Medical • Technological • Cognitive Morrow et al. (2004); Morrow (2015) Page 9
Medical patient-centered approach Page 10 Simplifications and visual aids: – Lexical simplification – Visual aids: tables, illustrations (pictograms or photographs), medication schedules Chuang, Lin, Wang, & Cham (2010) Morrow, Leirer, Andrassy, Hier, & Menard (1998)
Page 11 Medical patient-centered approach Table format is often used as an aid to communicate « prescriptions » Hawkins & Firek (2014) Cordasco et al. (2009)
Medical patient-centered approach Table format: Medtable. TM Morrow et al. (2008) Page 12
Page 13 Medical patient-centered approach Table format advantages: - Integrated presentation of information - Spatialisation of information - More concrete than verbal instructions better comprehension - Isomorph to pillbox filling task - Adapted to patients with low health literacy / low level of education
Technological patient-centered approach Electronic collaborative tools: Electronic Medical Record (EMR) – integrated tool and Medtable™ Morrow (2015); Morrow et al. (2012) Page 14
Technological patient-centered approach Touchscreens and tablets: Piper & Hollan (2013) Page 15
Cognitive patient-centered approach Page 16 Cognitive psychology and cognitive neuropsychology: - Concepts: procedural documents, mental model (situational models) - Models: procedural document processing - Methods: experimental paradigms
Cognitive patient-centered approach / concepts Page 17 Procedural documents - Procedural documents = documents designed to communicate procedures - Procedures = actions to execute to reach a goal One must distinguish: PRESCRIPTION and « Prescription » : - PRESCRIPTION = procedure that patients should execute « prescriptions » & « ordonnances » « table medication schedules » = procedural documents Visual aids - A « prescription » is a specific reification of a PRESCRIPTION
Cognitive patient-centered approach / concepts PRESCRIBER PRESCRIPTION (procedure): How to take drugs PROCEDURAL DOCUMENT(S) Instructions given in a particular format Page 18 PATIENT Actions è What is the most adequate presentation format and why?
Cognitive patient-centered approach / concepts Page 19 To execute instructions from a procedural document: A complex task Multiple cognitive processes involved : - Understanding = mental model (Ganier 2004) / situation model (Morrow, 2015) “For medication instructions, the situation model represents how to take the medication, including how much to take, when to take it, and what warnings to keep in mind” (Morrow et al. , 1998) - Remembering (episodic and semantic memory) - Planning (prospective memory) - Deciding and monitoring - Acting (procedural memory; motor planning, control and execution)
Cognitive patient-centered approach / models Presentation format mental model construction - Illustrations: - Animations: + - - Table format: A model of procedural document processing Source : Ganier (2004) + + ? Page 20
The study Page 21 Objectives: - To analyze the impact of two presentation formats (table vs. sheet) on prescription comprehension and execution in older and young adults - To control possible biases with an experimental procedure General procedure: - Procedure adapted from a previous study (Heurley, Vandenbergh, Quaglino, 2013) - Participants were given a tablet and had to: • Study at their own rhythm two fictive prescriptions displayed either in a table or in a sheet format (non tabular format) • Fill a pillbox from memory immediately and after a 30 minute delay.
Page 22 Method Prescriptions: - Each prescription = 4 medications / 6 days - One medication per page; - Two formats: table vs. sheet Table format Sheet format
Page 23 Materials Medication type: – 2 regular intake medications – 2 irregular intake medications Regular intake Irregular intake
Page 24 Method Procedure: Prescription studying Delay: 30 min Immediate Pillbox filling Cognitive tests Delayed Pillbox filling
Page 25 Participants: 32 young adults / 32 older adults Table 1. Sample characteristics Age (years) Education (years) MMS NS = non significant Young Older Différence (n = 32) 23. 21 (n = 32) 74. 75 p <. 05 (18 -33) (65 -88) 14. 3 14. 2 (12 -19) (10 -22) 29. 1 28. 6 (27 -30) NS NS
Variables and design Independent variables: – Age (A: young vs. older) – Format (F: tabular vs. sheet) – Medication Type (T: regular intake vs. irredular intake) – Pillbox filling delay (D: immediate vs. 30 min. ) Design: S 32 < A 2 > * F 2 * T 2 * D 2 Page 26
Hypotheses Main hypotheses: – Hyp 1: Format – Hyp 2: Age – Hyp 3: Age x Format interaction Secondary hypotheses*: – Hyp 4: Type – Hyp 5: Age x Type – Hyp 6: Delay – Hyp 7: Age x Delay *As these hypotheses are beyond the scope of the present communication they won’t be detailed later Page 27
Results Analyses: – Level of significance: 0. 05 – Non-parametric statistics: • Repeated measures: Wilkoxon rank test for related samples • Group analyses: Mann-Whitney U test for independent samples Dependent variables: medians and IQRs – Median studying time (sec. ) – Median pillbox filling score (%) Page 28
Page 29 Results / Hypothesis 1: Format * * NS p >. 05 * * * p <. 05 p <. 01
Page 30 Results / Hypothesis 1: Format * *
Page 31 Results / Hypothesis 2: Age NS
Page 32 Results / Hypothesis 2: Age * *
Page 33 Results / Hypothesis 3: Age x Format * *
Page 34 Results / Hypothesis 3: Age x Format * * *
Discussion Hypothesis 1 / Format: – Adequate format better comprehension – Adequate format better execution Hypothesis 2 / Age: - No age effect during the prescription studying phase - Age effect on execution Hypothesis 3 / Age x Format: - Format effect for both ages Limits of the study Page 35
Discussion A multidimensional approach is useful … – Patient-centered approach – Cognitive models from cognitive psychology – Medical expertise / experience – Interactive electronic devices … to improve patient-provider communication Page 36
References Page 37 Baudrant-Boga, M. , Lehmann, A. , & Allenet, B. (2012). Penser autrement l’observance médicamenteuse d’une posture injonctive à une alliance thérapeutique entre le patient et le soignant – Concepts et déterminants. Annales Pharmaceutiques Françaises, 70(1), 15– 25. http: //doi. org/10. 1016/j. pharma. 2011. 10. 003 Chuang, M. , Lin, C. -L. , Wang, Y. -F. , & Cham, T. -M. (2010). Development of Pictographs Depicting medication Use Instructions for Low-Literacy Medical Clinic Ambulatory Patients. Journal of Managed Care Pharmacy, 16(5), 337– 345. Cordasco, K. M. , Asch, S. M. , Bell, D. S. , Guterman, J. J. , Gross-Schulman, S. , Ramer, L. , … Mangione, C. M. (2009). A Low-Literacy Medication Education Tool for Safety-Net Hospital Patients. American Journal of Preventive Medicine, 37(6), S 209–S 216. http: //doi. org/10. 1016/j. amepre. 2009. 08. 018 Ganier, F. (2004). Factors Affecting the Processing of Procedural Instructions: Implications for Document Design. IEEE Transactions on Professional Communication, 47(1), 15– 26. http: //doi. org/10. 1109/TPC. 2004. 824289 Hawkins, L. A. , & Firek, C. J. (2014). Testing a novel pictorial medication sheet to improve adherence in veterans with heart failure and cognitive impairment. Heart & Lung: The Journal of Acute and Critical Care, 43(6), 486– 493. http: //doi. org/10. 1016/j. hrtlng. 2014. 05. 003 Heurley, L. (2014). Les documents procéduraux l’apport de 40 ans de recherche en psychologie cognitive et en ergonomie. Le Discours et La Langue, 5. 2, 39– 51. Heinrich, C. , & Karner, K. (2011). Ways to optimize understanding health related information: the patients’ perspective. Geriatric Nursing, 32(1), 29– 38. http: //doi. org/10. 1016/j. gerinurse. 2010. 09. 001 Hughes, C. M. , Cadogan, C. A. , Patton, D. , & Ryan, C. A. (2016). Pharmaceutical strategies towards optimising polypharmacy in older people. International Journal of Pharmaceutics, (2015). http: //doi. org/10. 1016/j. ijpharm. 2016. 02. 035 Logie, R. H. , Horne, M. J. , & Pettit, L. D. (2015). When cognitive performance does not decline across the lifespan. In R. H. Logie & R. G. Morris (Eds. ), Working memory and ageing (pp. 21– 47). London: Psychology Press. Malek, N. , & Grosset, D. G. (2014). Medication adherence in patients with Parkinson’s disease. CNS Drugs, 29(1), 47– 53. http: //doi. org/10. 1007/s 40263 -014 -0220 -0 Mc. Carthy, D. M. , Waite, K. R. , Curtis, L. M. , Engel, K. G. , Baker, D. W. , & Wolf, M. S. (2012). What Did the Doctor Say? Health Literacy and Recall of Medical Instructions. Medical Care, 50(4), 277– 282. http: //doi. org/10. 1097/MLR. 0 b 013 e 318241 e 8 e 1 Morrow, D. G. (2015). Technology-Based Support for Older Adult Communication in Safety-Critical Domains. Psychology of Learning and Motivation Advances in Research and Theory (Vol. 64). Elsevier Ltd. http: //doi. org/10. 1016/bs. plm. 2015. 09. 008
References Page 38 Morrow, D. G. , Conner-Garcia, T. , Graumlich, J. F. , Wolf, M. S. , Mc. Keever, S. , Madison, A. , … Kaiser, D. (2012). An EMR-based tool to support collaborative planning for medication use among adults with diabetes: Design of a multi-site randomized control trial. Contemporary Clinical Trials, 33(5), 1023– 1032. http: //doi. org/10. 1016/j. cct. 2012. 05. 010 Morrow, D. G. , Leirer, V. O. , Andrassy, J. M. , Hier, C. M. , & Menard, W. E. (1998). The Influence of List Format and Category Headers on Age Differences in Understanding Medication Instructions. Experimental Aging Research, 24(3), 231– 256. http: //doi. org/10. 1080/036107398244238 Morrow, D. G. , Raquel, L. , Schriver, A. , Redenbo, S. , Rozovski, D. , & Weiss, G. (2008). External support for collaborative problem solving in a simulated provider/patient medication scheduling task. Journal of Experimental Psychology-Applied, 14(3), 288– 297. http: //doi. org/10. 1037/a 0012809 Morrow, D. G. , Weiner, M. , Deer, M. M. , Young, J. M. , Dunn, S. , Mc. Guire, P. , & Murray, M. D. (2004). Patient-centered instructions for medications prescribed for the treatment of heart failure. The American Journal of Geriatric Pharmacotherapy, 2(1), 44– 52. Retrieved from http: //www. ncbi. nlm. nih. gov/pubmed/15555478 Piper, A. M. , & Hollan, J. D. (2013). Supporting medical communication for older patients with a shared touch-screen computer. International Journal of Medical Informatics, 82(11), e 242–e 250. http: //doi. org/10. 1016/j. ijmedinf. 2011. 03. 005 Serper, M. , Mc. Carthy, D. M. , Patzer, R. E. , King, J. P. , Bailey, S. C. , Smith, S. G. , … Wolf, M. S. (2013). What patients think doctors know: Beliefs about provider knowledge as barriers to safe medication use. Patient Education and Counseling, 93(2), 306– 311. http: //doi. org/10. 1016/j. pec. 2013. 06. 030 Tandy, C. , & Bamford, L. (2010). Medication compliance aids. European Geriatric Medicine, 1(5), 314– 316. http: //doi. org/10. 1016/j. eurger. 2010. 07. 013 Tarn, D. M. , Paterniti, D. A. , Kravitz, R. L. , Heritage, J. , Liu, H. , Kim, S. , & Wenger, N. S. (2008). How much time does it take to prescribe a new medication? Patient Education and Counseling, 72(2), 311– 319. http: //doi. org/10. 1016/j. pec. 2008. 02. 019 Heurley L, Vandenbergh E, Quaglino V. (2013) Effet sur la compréhension du format de prescriptions médicamenteuses présentées sur tablette multimédia étude comparative chez des personnes jeunes et âgées saines. In Actes du 55ème congrès de la Société Française de Psychologie (p. 120‑ 121). Lyon. Retrieved from http: //www. sfpsy. org/congres 2013/2013 Lyon/Actes. SFP 2013. pdf Wolf, M. S. , Davis, T. C. , Shrank, W. , Rapp, D. N. , Bass, P. F. , Connor, U. M. , … Parker, R. M. (2007). To err is human: Patient misinterpretations of prescription drug label instructions. Patient Education and Counseling, 67(3 SPEC. ISS. ), 293– 300. http: //doi. org/10. 1016/j. pec. 2007. 03. 024 Wolf, M. S. , Shekelle, P. , Choudhry, N. K. , Agnew-Blais, J. , Parker, R. M. , & Shrank, W. H. (2009). Variability in Pharmacy Interpretations of Physician Prescriptions. Medical Care, 47(3), 370– 373. http: //doi. org/10. 1097/MLR. 0 b 013 e 31818 af 91 a
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