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Lawani et al. BMC Med Inform Decis Mak (2021) 21:59 https://doi.org/10.1186/s12911-021-01396-y RESEARCH ARTICLE User-centered and theory-based design of a professional training program on shared decision-making with older adults living with neurocognitive disorders: a mixed-methods study Moulikatou Adouni Lawani 1 , Yves Turgeon 2 , Luc Côté 3 , France Légaré 4 , Holly O. Witteman 1 , Michèle Morin 5 , Edeltraut Kroger 6 , Philippe Voyer 7 , Charo Rodriguez 8 and Anik Giguere 9* Abstract Background: We know little about the best approaches to design training for healthcare professionals. We thus stud- ied how user-centered and theory-based design contribute to the development of a distance learning program for professionals, to increase their shared decision-making (SDM) with older adults living with neurocognitive disorders and their caregivers. Methods: In this mixed-methods study, healthcare professionals who worked in family medicine clinics and home- care services evaluated a training program in a user-centered approach with several iterative phases of quantitative and qualitative evaluation, each followed by modifications. The program comprised an e-learning activity and five evidence summaries. A subsample assessed the e-learning activity during semi-structured think-aloud sessions. A sec- ond subsample assessed the evidence summaries they received by email. All participants completed a theory-based questionnaire to assess their intention to adopt SDM. Descriptive statistical analyses and qualitative thematic analyses were integrated at each round to prioritize training improvements with regard to the determinants most likely to influence participants’ intention. Results: Of 106 participants, 98 completed their evaluations of either the e-learning activity or evidence summary (93%). The professions most represented were physicians (60%) and nurses (15%). Professionals valued the e-learning component to gain knowledge on the theory and practice of SDM, and the evidence summaries to apply the knowl- edge gained through the e-learning activity to diverse clinical contexts. The iterative design process allowed address- ing most weaknesses reported. Participants’ intentions to adopt SDM and to use the summaries were high at baseline and remained positive as the rounds progressed. Attitude and social influence significantly influenced participants’ intention to use the evidence summaries (P < 0.0001). Despite strong intention and the tailoring of tools to users, © The Author(s) 2021. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Open Access *Correspondence: [email protected] 9 VITAM Research Centre on Sustainable Health, Pavillon Landry-Poulin, Door A-1-2, 2nd floor, Room 2416, 2525 Chemin de la Canardière, Québec, QC G1J 0A4, Canada Full list of author information is available at the end of the article

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  • Lawani et al. BMC Med Inform Decis Mak (2021) 21:59 https://doi.org/10.1186/s12911-021-01396-y

    RESEARCH ARTICLE

    User-centered and theory-based design of a professional training program on shared decision-making with older adults living with neurocognitive disorders: a mixed-methods studyMoulikatou Adouni Lawani1, Yves Turgeon2, Luc Côté3, France Légaré4, Holly O. Witteman1, Michèle Morin5, Edeltraut Kroger6, Philippe Voyer7, Charo Rodriguez8 and Anik Giguere9*

    Abstract Background: We know little about the best approaches to design training for healthcare professionals. We thus stud-ied how user-centered and theory-based design contribute to the development of a distance learning program for professionals, to increase their shared decision-making (SDM) with older adults living with neurocognitive disorders and their caregivers.

    Methods: In this mixed-methods study, healthcare professionals who worked in family medicine clinics and home-care services evaluated a training program in a user-centered approach with several iterative phases of quantitative and qualitative evaluation, each followed by modifications. The program comprised an e-learning activity and five evidence summaries. A subsample assessed the e-learning activity during semi-structured think-aloud sessions. A sec-ond subsample assessed the evidence summaries they received by email. All participants completed a theory-based questionnaire to assess their intention to adopt SDM. Descriptive statistical analyses and qualitative thematic analyses were integrated at each round to prioritize training improvements with regard to the determinants most likely to influence participants’ intention.

    Results: Of 106 participants, 98 completed their evaluations of either the e-learning activity or evidence summary (93%). The professions most represented were physicians (60%) and nurses (15%). Professionals valued the e-learning component to gain knowledge on the theory and practice of SDM, and the evidence summaries to apply the knowl-edge gained through the e-learning activity to diverse clinical contexts. The iterative design process allowed address-ing most weaknesses reported. Participants’ intentions to adopt SDM and to use the summaries were high at baseline and remained positive as the rounds progressed. Attitude and social influence significantly influenced participants’ intention to use the evidence summaries (P < 0.0001). Despite strong intention and the tailoring of tools to users,

    © The Author(s) 2021. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creat iveco mmons .org/licen ses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creat iveco mmons .org/publi cdoma in/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

    Open Access

    *Correspondence: [email protected] VITAM Research Centre on Sustainable Health, Pavillon Landry-Poulin, Door A-1-2, 2nd floor, Room 2416, 2525 Chemin de la Canardière, Québec, QC G1J 0A4, CanadaFull list of author information is available at the end of the article

    http://orcid.org/0000-0001-9928-7395http://creativecommons.org/licenses/by/4.0/http://creativecommons.org/publicdomain/zero/1.0/http://creativecommons.org/publicdomain/zero/1.0/http://crossmark.crossref.org/dialog/?doi=10.1186/s12911-021-01396-y&domain=pdf

  • Page 2 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    BackgroundNeurocognitive disorders require making several difficult decisions to ensure older adults remain independent as long as possible, while maintaining their well-being and safety [1]. These decisions may cover daily life manage-ment (e.g. being home alone, day care, transportation, home book- keeping), arranging healthcare and support (e.g. diagnosis, medications, home care, domestic help, and respite care), community life (e.g. visiting family, moving house), and representing the person with demen-tia (e.g. advanced decisions about the end-of-life) [1]. Decisions made by older adults with neurocognitive dis-orders and their caregivers are generally not only based on clinical information, but also on social considerations (e.g. financial insecurity, availability of community-based organizations, social networks), requiring professionals to expand their knowledge and scope of practice beyond the boundaries of their professions [1, 2]. Since several acceptable alternatives exist for most of these decisions, the priorities of the older adults and those of their family/friend caregivers should guide decision making, together with the scientific evidence on the benefits and harms of the available options [3]. Shared decision-making (SDM) is an ideal approach for supporting older adults and their significant others in making these decisions collabo-ratively with the interprofessional healthcare team, as SDM is typically used in the context of uncertainty when the person’s preferences are central to the decision [4]. SDM is an approach where clinicians and patients share the best available evidence when faced with the task of making decisions, and where patients are supported to consider options, to achieve informed preferences [5]. Primary healthcare professionals (HCPs) should be trained in SDM and have access to patient decision aids tailored to the needs of older adults living with neurocog-nitive disorders and their caregivers, as these profession-als play a central role in the care and services provided to community-based older adults living with neurocognitive disorders [6–8].

    Although SDM can improve the quality of life of patients with neurocognitive disorders and their car-egivers [9], decision-making in this context can be

    challenging. The disabling and neurodegenerative nature of neurocognitive disorders may challenge decision-mak-ing by limiting communication with the person as the disease progresses [10–12]. Consequently, neurocogni-tive disorders are a major risk factor for exclusion from decision-making [11]. Some studies have described the issues and requirements involved with implementing SDM with this population [1, 2, 13–17], but as yet, there have been no studies on the essential characteristics of a training program in SDM for HCPs in caring for older adults with neurocognitive disorders.

    Initiatives aimed at increasing the use of SDM by HCPs may comprise training programs, leaflets, financial incentives or email reminders; however evidence remains scarce on their effectiveness to change professional behaviour and improve patient/caregiver participation in decision-making [18, 19]. This project focuses on two strategies to facilitate the implementation of professional training programs in SDM. Firstly, these programs should consider the logistical challenges of attending educa-tional meetings for HCPs, especially those who work in remote areas [20]. In this project, we thus propose a distance training program that is accessible to all profes-sionals, even those living away from the larger centres where continuing professional development activities generally take place. Secondly, we propose using user-centered design to tailor a professional training pro-gram to the actual needs and barriers faced by HCPs, as this is a promising approach to ensure that training on SDM leads to actual behaviour change [21, 22]. Indeed, evidence from systematic reviews shows that continu-ing professional development programs built on well-conducted needs assessments are effective in changing clinicians’ behaviours [23]. Training needs assessments have traditionally been achieved through practice audits, questionnaires, environmental scans, or interviews, but the value of user-centered design to this end remains unexplored. User-centered design, which includes design thinking, consists of involving target users in several iter-ative rounds of evaluations and modifications, to tailor the design of a product to a given task and to the user’s experience [24–27]. In the field of healthcare, preliminary

    certain factors external to the training program can still influence the effective use of these tools and the adoption of SDM in practice.

    Conclusions: A theory-based and user-centered design approach for continuing professional development inter-ventions on SDM with older adults living with neurocognitive disorders and their caregivers appeared useful to identify the most important determinants of learners’ intentions to use SDM in their practice, and validate our initial interpretations of learners’ assessments during the subsequent evaluation round.

    Keywords: Dementia, Aging, Continuing professional development, Curricular development, User experience, Intervention design, Behaviour change technique, Implementation

  • Page 3 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    evidence suggests that user-centered design may enhance the implementation in practice of evidence-based infor-mation [26, 28, 29] and patient decision aids [30–33].

    In this research project, we studied how user-centered design and theory contribute to the development of a dis-tance learning program to support HCPs in implement-ing SDM with older adults living with neurocognitive disorders and their family/friend caregivers. More specif-ically, the investigation was guided by the following over-arching research question: What are the features of the training program and design strategies that may increase HCPs’ intention to adopt SDM in this clinical context?

    Theoretical frameworkSDM requires the adoption of a diverse set of behav-iours by HCPs [34, 35]. This project was thus based on the integrated framework proposed by Godin and al, according to which a behaviour may be predicted by a person’s intention (motivation) to adopt it (Fig.  1) [36]. A person’s intention may, in turn, be predicted by sev-eral determinants, including belief about consequences (the perceived advantage or disadvantage of adopting a behaviour), social influence (the perceived social pressure to adopt a behaviour), and beliefs about capabilities (per-ceived ease or difficulty of adopting a behaviour) [36]. In addition, intention can also be determined by habits/past behaviours and other social and emotional factors,

    namely moral norms (the feeling of being obliged to adopt a behaviour) and role/identity (beliefs that a per-son of similar age, sex, or social position should adopt a behaviour) [36]. We then added to this general model the Technology Acceptance Model (TAM-2), which identifies usefulness and ease of use as two specific determinants which could predict users’ intention to use new informa-tion technology/information systems [37]. Despite the fact that these two domains are similar to, respectively, the Beliefs about Consequences and Beliefs about Capa-bilities domains described in the integrated framework, we added them to draw more attention to acceptance (usability and acceptability) of the two studied learning components [38], and thus complement the integrated framework, which is focused on motivation. Use of both the TAM-2 and integrated framework constructs allowed evaluating two dimensions of intention, namely motiva-tion (integrated framework) and acceptance (TAM-2).

    MethodsStudy design and approachThis was a convergent, parallel, mixed-method study in which three HCP subsamples participated in the tailoring of a professional training program. A first subsample helped tailor the first component of the program (the  e-learning activity), whereas the second and third helped tailor the second component (a series of five evidence summaries).

    Beliefs about Capabilities

    Moral Norm

    Social Influence

    Beliefs about Consequence

    BEHAVIOUR INTENTION

    Role and Identity

    Individual Characteristics

    Ease of Use

    Usefulness

    Fig. 1 Theoretical model framing the current research

  • Page 4 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    We used user-centered design approaches for tailoring each component, by improving user experience of the pro-totypes during several iterative evaluations that each com-prised both quantitative and qualitative data collection [39].

    Professional training program on shared decision makingDetails on the training program are reported elsewhere [40]. Briefly, the training program included two modali-ties: (1) a self-directed e-learning activity on SDM, and (2) five evidence summaries, decision boxes (DBs), to support decision-making at the point of care with older adults liv-ing with neurocognitive disorders and their caregivers. The self-directed e-learning activity covered the use of patient decision aids to implement SDM. It lasted about one hour, could be completed in several sittings, and was not specific to any clinical area. It was interactive and used narrated slides, videos, and interactive exercises. It also offered an asynchronous forum to discuss any question with an expe-rienced moderator.

    The second modality of the training program consisted of a series of five evidence summaries describing the options available to older adults living with neurocognitive disor-ders who face five important and frequent decisions that we identified in a previous study [41]. These decisions were: (#1) choosing a support option to decrease caregiver bur-den; (#2) choosing a non-pharmacological treatment to manage agitation, aggression, or psychotic symptoms; (#3) deciding whether or not to stop driving following diagno-sis; and (#4) choosing an option to improve quality of life; and (#5) deciding whether or not to prepare a power of attorney (called a “protection mandate” in Quebec, Can-ada) covering health, property, and financial matters;. The evidence summaries followed the decision box (DB) tem-plate, which aims to provide stakeholders with evidence in a format that supports them in SDM [42, 43]. Biefly, these summaries met several of the standards set by the International Patient Decision Aids Collaboration [44]: (1) they described the health condition for which a decision is required; (2) they explicitly stated the decision to be taken into consideration; (3) they described all the options availa-ble for this decision; and (4) they described the positive and negative characteristics of each option. Their content was developed from rapid reviews and then revised by clinical experts, as described earlier [45]. The studied summaries

    are available at www.decis ionbo x.ulava l.ca/en/ (Series on Older Adults – Problems with Thinking or Memory).

    Population and recruitment strategyWe recruited convenience samples of HCPs from any profession (e.g., family physicians, nurses, and social workers) who practiced in family medicine clinics or homecare services in the province of Quebec, Canada. Of the primary care settings invited to participate in the project (46 clinics and 8 homecare services), 20 agreed to participate (16 clinics, 4 homecare services). Figure  2a, b describe the sample distribution for each training component. We carried three or four evalua-tions/tailoring rounds, with at least five HCPs during each round. These numbers respect human factors vali-dation testing [46].

    Design process of the e‑learning activityE‑learning activity evaluationsAt study entry, all study participants completed a ques-tionnaire on their sociodemographic and professional characteristics. The study participants assigned to eval-uate the e-learning activity also completed a question-naire before and after exposure to the activity, to assess: (1) their preferred role in decision-making using the Control Preferences Scale [47, 48]; (2) their perception of the usefulness and ease of use of the program based on TAM-2 [49]; (3) their level of intention to adopt SDM, and the factors influencing that intention using the CPD-REACTION instrument [50]. To allow calcu-lating means for each of the studied factors, we added three items to the original CDP-REACTION instru-ment, giving it three items per domain.

    These participants also assessed the e-learning activ-ity during a semi-structured think-aloud session that was screen-captured and audio-recorded using Flash-back (Blueberry Software). One of two trained mod-erators (DC, YT) conducted these sessions. After each section of the training, the moderator asked partici-pants about their perceptions on the content and learn-ing strategies used, and recorded any usability issues. At the end of the session, the moderator also asked participants to comment on the main benefits and inconveniences of SDM, which allowed us to describe the factors influencing participants’ beliefs about the

    Fig. 2 User-centered design process to tailor the training program to user needs. DB #1 = Choosing a support option to decrease caregiver burden; DB #2 = Choosing a non-pharmacological treatment to manage agitation, aggression, or psychotic symptoms; DB #3 = Deciding whether or not to stop driving following diagnosis; DB #4 = Choosing an option to improve quality of life; DB #5 = Deciding whether or not to prepare a power of attorney; HCP = HCP; v = version

    (See figure on next page.)

    http://www.decisionbox.ulaval.ca/en/

  • Page 5 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

  • Page 6 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    consequences of using SDM, one of the components of the theoretical framework guiding this work (Fig. 1).

    E‑learning activity tailoringInspired by Susan Michie’s mapping approach, we modified the e-learning activity by adding/enhanc-ing behaviour-change techniques targeting the factors likely to limit the adoption of SDM at each round [51, 52]. To this end, we initially imported the transcripts of the think-aloud sessions as source documents using NVivo coding software (QSR International, version 12). Two researchers (DC, AMCG) conducted a deductive/inductive thematic qualitative analysis of the factors likely to limit adoption of SDM [53]. More specifically, we initially used the theoretical domains framing the questionnaire as themes, and then added new themes as needed. We identified the weaknesses and strengths of the e-learning activity within each theme. We inter-preted qualitative and quantitative data together and, following this analysis, the coders (DC, AMCG), mod-erators (DC, YT), principal investigators (AMCG, FL), and a human factors expert co-investigator (HOW) discussed the functionality of the tutorial and modifica-tions to improve functionality and modify the program accordingly.

    Design process of the decision boxes (DBs)Decision boxes evaluationsThe study participants assigned to evaluate the DBs received emails with a link to access a web-based ques-tionnaire to evaluate each DB, at a rate of one per week for five weeks. The DBs were also available on a website. The questionnaire served to (1) explain the purpose of the DB; (2) allow participants to access the DB under evaluation by clicking on a link; and (3) ask a series of questions about what they thought of the DB.

    Congruent with the theoretical approach adopted, we used two questionnaires to assess the psychological con-struct ‘intention’ and its potential determinants. We used the CPD-REACTION questionnaire, which is based on the integrated framework described above and was cre-ated as a routine assessment of the impact of continuing professional education on practice [50]. We also assessed the usefulness and ease of use of the DBs, based on the TAM-2 [49]. For each of the CPD-REACTION and TAM-2 items described above, participants rated their perceptions using Likert items ranging from 1–7 (with 1 being the lowest). If ratings fell below four for any item, we then asked the HCPs to explain the reason for their rating in an open-text field, to allow us to understand the barriers they perceived to adopting SDM. At the end of the questionnaire, an open-text field also invited

    participants to include any additional feedback on the DB.

    We sent two weekly reminders to participants who had not completed their evaluations.

    Decision boxes tailoringAfter each round, we used descriptive statistics to sum-marize participant ratings. We also imported the quali-tative comments made in the open-text fields of the questionnaire into a specialized software program (NVivo), and two researchers (MAL, AMCG) analyzed them using a thematic deductive/inductive qualitative analysis approach [53]. We initially used the theoreti-cal domains framing the questionnaire as themes, then added subthemes as needed [53]. We identified the weaknesses and strengths of the DBs within each of the theoretical domains, then broke them down further into emerging themes, to describe the weakness or strength. We resolved any disagreement by consensus between the two researchers.

    An interdisciplinary expert panel subsequently met to review the qualitative and quantitative findings, and identified strategies to improve the DB, so as to limit the identified weaknesses. The panel consisted of a graphic designer (JB), a human factors engineer (HOW), an epi-demiologist (MAL), and four knowledge-translation researchers (AMCG, HOW, MAL, DC). The experts started by prioritizing each of the problems uncovered. Then, we determined the most appropriate solutions by considering the magnitude, frequency, and sever-ity of these problems, and modified the DBs so that HCPs could explain the pros and cons of health options, as understood from the DBs, to patients and their caregivers.

    We used the same evaluation/tailoring process again in two more rounds, with new participants each time.

    Final quantitative analysesWe used descriptive statistical analyses to summarize participants’ characteristics, their interest in each DB topic, their level of intention, and the potential predicting determinants of their intention. We used SAS (Version 9.4, copyright 2002–2012, SAS Institute Inc.) to conduct these descriptive statistics, and a significance level of 0.05.

    Integration of quantitative and qualitative findingsAfter the entire series of evaluation/tailoring rounds, we integrated the quantitative and qualitative findings to generate conclusions on the factors influencing inten-tion, and on the changes in users’ intention as the rounds progressed.

  • Page 7 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    ResultsStudy populationOne hundred and six HCPs from 20 clinics and home-care services located in 13 cities, agreed to participate in this study. A first cohort of 16 HCPs was assigned to help design the e-learning activity, a second cohort of 36 dif-ferent HCPs helped design the DBs in a three-round eval-uation process, and a third cohort of 54 helped design the DBs by providing comments in a fourth evaluation round. These cohorts are represented in Fig. 3.

    In the three cohorts, 78% of participants were women, 60% were physicians, and 57% had fewer than 20 years of practice (Table 1).

    Tailoring of the training programThe data that was used to tailor the training program is presented in this section and summarized in the Fig.  4. In the following two subsections, we successively report participants’ perceptions of the e-learning activity and decision boxes, and the strategies used to solve the problems discovered during the evaluation. In the third subsection, we present how participants’ perceptions of SDM supported the tailoring of the training program.

    Tailoring of the e‑learning activity based on user experiencesParticipants expressed their appreciation of the content and design of the e-learning activity on numerous occa-sions, and in every section (Table  2). They especially liked the narrated slides, the quiz that informed them of actual patient numeracy levels, and the film depict-ing a simulated patient encounter during which SDM is implemented.

    User-centered design initially allowed discover-ing several weaknesses of the e-learning activity. The approach then made it possible to remedy these weak-nesses and then evaluate the impact of the changes made during the next evaluation round. For example, participants mentioned several elements lacking clarity, either in terms of the training component or the con-tent (Table  3). We therefore systematically corrected the most specific issues (e.g. an acronym is undefined, a source is not cited) and they were not mentioned again by the participants in the following rounds. However, for the more general elements lacking clarity (e.g. the availability and content of the DBs, the main principles of SDM), we added an introductory video after Round #2. In Round #3, participants all mentioned appreciat-ing this introductory video.

    106 participants were invited to participate

    36 Were assigned to help design the DBs (rounds 1-3)

    47 Were assigned to help design the DBs (round #4)

    16 Were assigned to design he e-learning activity

    99 Agreed to participate and completed the study entry questionnaire

    26 Evaluated DB#1

    18 Evaluated DB#3

    23 Evaluated DB#2

    22 Evaluated DB#4

    19 Evaluated DB#5

    21 Completed the evaluation in round #1

    2 Answered only half of the questions

    17 Completed the evaluation in round #2

    18 Completed the evaluation in round #3

    1 Answered only half the questions

    6 Were lost to follow-up1 Was lost to follow-up16 Completed the study

    Fig. 3 Description of participants’ samples in each of the three sub-studies. DB = decision box

  • Page 8 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Several other types of issues were corrected system-atically, such as usability issues, or features perceived as irrelevant or less valuable such as the videos with avatars, the introduction, or the training module explaining the evaluation of evidence quality. We either removed these elements, or made them optional for people interested in learning more.

    We received several comments on the inapplicability of some of the examples across professions. Therefore, in the final version we diversified the professions displayed in the examples offered.

    The activity required participants to extract the ben-efits and harms of patient decision aids from a scien-tific abstract of the Cochrane systematic review on their impact. Participants found the exercise difficult. We chose to try to improve the format of the exercise first, to make it easier. We therefore simplified the text of the abstract as much as possible, added pictograms and smi-ley faces to help identify the benefits and harms, and translated it into French, to further understanding of the information. We received no further negative comments from participants on this exercise thereafter.

    Tailoring of the decision boxes based on user experiencesParticipants reported general interest in the topics cov-ered in the decision boxes (DBs), with an overall mean interest of 80% (± SD 11%). The DB perceived as least interesting concerned the power of attorney (67% ± SD 29%), and the one perceived as most interesting covered

    Table 1 Characteristics of study participants

    a City size < 1,000 = rural; 1,000–29,999 = small; 30,000–99,99 = medium; > 100,000 = large (Statistics Canada, 2011)

    Participant characteristics Frequency (Total n = 99)

    n %

    Age (years) Under 30 16 16.1

    30–39 27 27.3

    40–49 27 27.3

    50–59 23 23.2

    60–69 5 5.1

    Missing 1 1.0

    Gender Female 77 77.8

    Male 22 22.2

    Profession Physician 59 59.6

    Nurse 18 18.1

    Social worker 13 13.1

    Occupational therapist 6 6.1

    Pharmacist 1 1.0

    Physiotherapist 1 1. 0

    Nutritionist 1 1. 0

    City sizes of practice area a Small city 35 35.4

    Medium city 7 7.1

    Large city 57 57.6

    Years of practice < 10 35 35.4

    10–19 21 21.2

    20–29 27 27.3

    30–39 10 10.1

    40–49 3 3.0

    Unsure 3 3.0

    Heathcare professional

    Fun, easy, diversified

    Valued content

    Practical, hands-on

    Visual, briefUsability,

    clear navigation

    Applicable across

    professions

    Decision box

    RelevantImportantNovelInterestingComprehensiveClearTrustedRealisticFocused

    Good designPractical, applied

    Valued contentSpecific

    SynthesizedSimple, clear

    Conducive to dialogueSupport next steps

    Fig. 4 HCPs’ experiences of the training program

  • Page 9 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

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    mus

    t be

    the

    focu

    s of

    eve

    ry d

    ecis

    ion

    mad

    e w

    ith y

    our p

    atie

    nts.’

    […].

    I thi

    nk it

    ’s go

    od it

    ’s no

    t bei

    ng

    pres

    ente

    d as

    a d

    ogm

    a w

    here

    you

    don

    ’t ha

    ve th

    e rig

    ht to

    mak

    e a

    deci

    sion

    .” (Ph

    ysic

    ian

    #7, R

    ound

    #2)

    Risk

    Com

    mun

    icat

    ion

    mod

    ule:

    rele

    vant

    , app

    ropr

    iate

    , allo

    ws

    unde

    rsta

    ndin

    g pa

    tient

    per

    cept

    ions

    of n

    umbe

    rs, a

    nd in

    tere

    stin

    g in

    form

    a-tio

    n on

    the

    leve

    l of e

    vide

    nce

    “You

    hav

    e to

    real

    ize

    that

    peo

    ple

    don’

    t all

    have

    the

    sam

    e le

    vel o

    f ed

    ucat

    ion,

    and

    the

    way

    I un

    ders

    tand

    som

    ethi

    ng m

    ay n

    ot b

    e th

    e sa

    me

    way

    my

    patie

    nt s

    ees

    it. It

    mak

    es y

    ou re

    aliz

    e th

    ings

    ; it

    mak

    es y

    ou q

    uest

    ion

    your

    self

    and

    your

    com

    pete

    ncie

    s.” (P

    hysi

    cian

    #3

    , Rou

    nd #

    1)

    Patie

    nt P

    refe

    renc

    es m

    odul

    e: fo

    unda

    tiona

    l to

    shar

    ed d

    ecis

    ion-

    mak

    ing,

    inte

    rest

    ing,

    use

    ful p

    rom

    pt o

    f the

    five

    key

    beh

    avio

    urs

    in th

    e SD

    M p

    roce

    ss, a

    nd v

    alue

    d co

    nten

    t on

    the

    clim

    ate

    cond

    uciv

    e to

    dia

    logu

    e“I

    foun

    d th

    is p

    art r

    eally

    impo

    rtan

    t bec

    ause

    , in

    my

    opin

    ion,

    it’s

    the

    crux

    of t

    he a

    ppro

    ach.

    Wha

    t I m

    ean

    is th

    at if

    we

    don’

    t app

    roac

    h th

    e m

    atte

    r pro

    perly

    with

    the

    patie

    nt, t

    hen

    we’

    re n

    ot re

    spec

    ting

    thei

    r val

    ues

    and

    pref

    eren

    ces,

    and

    we’

    re m

    issi

    ng s

    omet

    hing

    . So

    this

    is s

    omet

    hing

    that

    ’s re

    ally

    mea

    ning

    ful t

    o m

    e.” (S

    ocia

    l wor

    ker

    #9, R

    ound

    2)

    Impl

    emen

    tatio

    n m

    odul

    e: in

    tere

    stin

    g, v

    alue

    d ex

    erci

    se o

    n th

    e ba

    rrie

    rs/m

    yths

    in im

    plem

    entin

    g SD

    M, a

    nd o

    vera

    ll su

    ppor

    tive

    of im

    ple-

    men

    tatio

    n of

    sha

    red

    deci

    sion

    -mak

    ing

    “I lik

    e it

    beca

    use

    it br

    ings

    us

    back

    a b

    it to

    the

    pre-

    test

    with

    any

    pr

    econ

    ceiv

    ed n

    otio

    ns w

    e m

    ay h

    ave

    had,

    and

    it d

    ebun

    ks th

    em.

    It pr

    ovid

    es s

    olut

    ions

    . Hon

    estly

    , I th

    ink

    it’s

    a re

    ally

    goo

    d se

    ctio

    n.”

    (Phy

    sici

    an #

    13, R

    ound

    #3)

    Inst

    ruct

    iona

    l des

    ign

    supp

    ortiv

    e of

    lear

    ning

    Nar

    rate

    d sl

    ides

    : app

    ropr

    iate

    lear

    ning

    mod

    ality

    , cha

    nges

    of n

    arra

    tors

    bet

    wee

    n m

    odul

    es a

    re a

    ppre

    ciat

    ed, i

    mag

    es a

    nd v

    isua

    l des

    ign

    appr

    ecia

    ted

    “I th

    ink

    it’s

    good

    bec

    ause

    it’s

    inte

    ract

    ive,

    ther

    e’s

    som

    eone

    talk

    ing

    to

    you,

    exp

    lain

    ing

    it to

    you

    , with

    slid

    es. I

    t’s e

    asy

    to u

    nder

    stan

    d. T

    hey

    don’

    t go

    into

    long

    -win

    ded

    expl

    anat

    ions

    .” (N

    urse

    #1,

    Rou

    nd #

    1)

    Film

    dis

    play

    ing

    impl

    emen

    tatio

    n of

    sha

    red

    deci

    sion

    -mak

    ing:

    goo

    d sy

    nthe

    sis,

    hand

    s-on

    , a re

    alis

    tic e

    xam

    ple

    of S

    DM

    app

    licat

    ion

    and

    of d

    ecis

    ion

    box

    use,

    the

    dem

    onst

    ratio

    n of

    bes

    t pra

    ctic

    es is

    val

    ued

    (as

    oppo

    sed

    to th

    e de

    mon

    stra

    tion

    of b

    ad p

    ract

    ices

    ), th

    e in

    ter-

    activ

    e ex

    erci

    se a

    fter

    vie

    win

    g of

    the

    film

    is a

    ppre

    ciat

    ed to

    allo

    w c

    ritic

    al a

    ppra

    isal

    of t

    he b

    ehav

    iour

    dis

    play

    ed

    “As

    a m

    atte

    r of f

    act,

    it’s

    prob

    ably

    the

    mos

    t int

    eres

    ting

    part

    bec

    ause

    in

    the

    begi

    nnin

    g it’

    s al

    l the

    ory,

    and

    then

    , it’s

    mor

    e ab

    out p

    ract

    ice,

    so

    in m

    y vi

    ew, i

    t’s e

    xtre

    mel

    y re

    leva

    nt.” (

    Phys

    icia

    n #5

    , Rou

    nd #

    1)

    Qui

    z on

    num

    erac

    y: a

    llow

    s be

    com

    ing

    awar

    e of

    the

    chal

    leng

    es o

    f ris

    k co

    mm

    unic

    atio

    n, re

    quire

    s re

    flect

    ion,

    fun,

    and

    app

    ropr

    iate

    lear

    n-in

    g m

    odal

    ity w

    ith q

    uest

    ions

    -ans

    wer

    s“S

    ure,

    it p

    uts

    us to

    the

    test

    ! [la

    ughs

    ]. Bu

    t it m

    akes

    you

    real

    ize

    that

    w

    e al

    l hav

    e di

    ffere

    nt s

    kills

    ets,

    incl

    udin

    g co

    mpr

    ehen

    sion

    … “

    (Phy

    sici

    an #

    3, R

    ound

    #1)

    Exer

    cise

    on

    the

    barr

    iers

    /myt

    hs re

    late

    d to

    sha

    red

    deci

    sion

    -mak

    ing:

    app

    ropr

    iate

    lear

    ning

    mod

    ality

    as

    it is

    inte

    ract

    ive,

    real

    istic

    in th

    at it

    de

    scrib

    es ty

    pica

    l myt

    hs p

    ropa

    gate

    d by

    HC

    Ps“It

    ’s re

    ally

    inte

    ract

    ive.

    I lik

    e th

    at. N

    ot to

    o m

    uch

    read

    ing.

    Poi

    nt fo

    rm. I

    ju

    st re

    tain

    info

    rmat

    ion

    bett

    er th

    at w

    ay.” (

    Phys

    icia

    n #1

    3, R

    ound

    #3)

    Intr

    oduc

    tion

    vide

    o: c

    lear

    , brie

    f, an

    d vi

    sual

    “It p

    uts

    thin

    gs in

    to c

    onte

    xt n

    icel

    y. I

    real

    ly li

    ke th

    e pa

    rt w

    here

    she

    sh

    ows

    wha

    t the

    web

    site

    look

    s lik

    e an

    d th

    e di

    ffere

    nt fe

    atur

    es o

    f it.

    ” (Ph

    ysic

    ian

    #13,

    Rou

    nd #

    3)

  • Page 10 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Tabl

    e 2

    (con

    tinu

    ed)

    Them

    es a

    nd s

    ubth

    emes

    Illus

    trat

    ive

    cita

    tion

    Pers

    onal

    sto

    ries

    usin

    g vi

    deos

    with

    ava

    tars

    : int

    egra

    te m

    uch

    info

    rmat

    ion,

    and

    nic

    e fo

    rmat

    “I’ll

    rem

    embe

    r the

    litt

    le a

    vata

    r guy

    . It’s

    a g

    ood

    mem

    ory

    aid.

    Lik

    e po

    p-up

    rem

    inde

    rs: ‘O

    h ye

    ah, I

    nee

    d to

    take

    out

    suc

    h an

    d su

    ch a

    th

    ing’

    or ‘

    That

    rem

    inds

    me

    of m

    y pa

    tient

    ’… b

    ecau

    se w

    e ha

    ve n

    o sh

    orta

    ge o

    f doc

    umen

    ts, a

    bout

    ant

    ibio

    tics,

    abou

    t thi

    s or

    that

    … I

    foun

    d it

    inte

    rest

    ing,

    the

    use

    of a

    vis

    ual a

    spec

    t lik

    e th

    at…

    it’s

    a bi

    t ‘li

    ghte

    r’” (P

    hysi

    cian

    #5,

    Rou

    nd #

    1)

    Ove

    rall

    prog

    ram

    : allo

    ws

    brin

    ging

    eve

    ryon

    e to

    the

    sam

    e le

    vel,

    appr

    ecia

    ted

    inte

    grat

    ion

    with

    the

    dire

    ctor

    y of

    dec

    isio

    n bo

    xes,

    valu

    ed

    the

    dive

    rsity

    of l

    earn

    ing

    mod

    aliti

    es, t

    opic

    s w

    ell-i

    llust

    rate

    d, a

    ppro

    pria

    te le

    ngth

    , cle

    ar n

    avig

    atio

    n th

    roug

    hout

    pro

    gram

    “The

    inte

    ract

    ive

    feat

    ures

    you

    put

    in w

    ere

    not t

    oo lo

    ng. T

    hey

    wer

    e at

    just

    the

    right

    tim

    e, a

    nd it

    mix

    ed u

    p th

    e rh

    ythm

    a b

    it. I

    thou

    ght

    it w

    as re

    ally

    goo

    d.” (

    Phys

    icia

    n #1

    3, R

    ound

    #3)

    Crit

    ical

    app

    rais

    al e

    xerc

    ise:

    app

    reci

    ated

    that

    som

    e pa

    rt o

    f the

    text

    is h

    ighl

    ight

    ed, w

    ell-s

    ynth

    esiz

    ed, c

    lear

    , nov

    el in

    form

    atio

    n, a

    ppre

    ci-

    ated

    inte

    ract

    ivity

    , cha

    lleng

    ing

    “Of c

    ours

    e, I’m

    real

    ly o

    n th

    e gr

    ound

    and

    ver

    y ha

    nds-

    on. S

    o, w

    hen

    I ha

    ve to

    dea

    l with

    rese

    arch

    find

    ings

    and

    sci

    entifi

    c la

    ngua

    ge, y

    ou

    lose

    me

    a bi

    t. Bu

    t wha

    t I fo

    und

    good

    was

    that

    you

    put

    the

    mai

    n m

    essa

    ge in

    bol

    d. Y

    ou d

    on’t

    have

    to re

    ad th

    e w

    hole

    sta

    tem

    ent.

    I ju

    st re

    ad th

    e pa

    rt in

    bol

    d an

    d I g

    ot th

    e gi

    st o

    f it.”

    (Soc

    ial w

    orke

    r #1

    5, R

    ound

    #3)

    To L

    earn

    Mor

    e se

    ctio

    n: a

    ppre

    ciat

    ed“It

    ’s re

    ally

    goo

    d be

    caus

    e th

    ere

    are

    alw

    ays

    peop

    le w

    ho w

    ant t

    o le

    arn

    mor

    e or

    inve

    stig

    ate

    furt

    her.

    If th

    ere’

    s so

    met

    hing

    they

    did

    n’t

    unde

    rsta

    nd, t

    hey

    can

    go d

    irect

    ly to

    the

    sour

    ces,

    whi

    ch I

    thou

    ght

    was

    goo

    d.” (

    Soci

    al w

    orke

    r #15

    , Rou

    nd #

    3)

  • Page 11 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Tabl

    e 3

    Wea

    knes

    ses

    of e

    -lear

    ning

    com

    pone

    nt o

    f the

     pro

    gram

    Them

    es a

    nd S

    ubth

    emes

    Illus

    trat

    ive

    cita

    tion

    Lack

    of c

    lari

    tyTr

    aini

    ng m

    odal

    ity: m

    ore

    inst

    ruct

    ions

    nee

    ded

    on w

    hat i

    s a

    deci

    sion

    box

    and

    how

    to a

    cces

    s th

    em, e

    xerc

    ise

    is u

    ncle

    ar“A

    t firs

    t I w

    onde

    red

    wha

    t the

    dec

    isio

    n bo

    x w

    as. B

    ut in

    real

    ity

    they

    ’re to

    ols.

    It co

    uld

    be a

    goo

    d id

    ea to

    men

    tion

    wha

    t it i

    s, be

    caus

    e, in

    the

    begi

    nnin

    g, I

    didn

    ’t kn

    ow w

    hat i

    t was

    . I th

    ough

    t it

    was

    som

    ethi

    ng o

    ptio

    nal,

    but r

    eally

    it’s

    not.”

    (Phy

    sici

    an #

    5, R

    ound

    #1

    )

    Unc

    lear

    con

    tent

    : im

    port

    ant i

    nfor

    mat

    ion

    shou

    ld b

    e hi

    ghlig

    hted

    or b

    olde

    d, m

    ore

    prec

    isio

    ns re

    quire

    d, m

    issi

    ng in

    form

    atio

    n[N

    ote

    from

    the

    auth

    or: T

    he p

    artic

    ipan

    t is

    disc

    ussi

    ng th

    e cr

    itica

    l ap

    prai

    sal e

    xerc

    ise]

    “I d

    on’t

    know

    if p

    eopl

    e w

    ill u

    nder

    stan

    d it.

    The

    y ar

    en’t

    nece

    ssar

    ily s

    impl

    e te

    rms.

    It’s

    not t

    he k

    ind

    of th

    ing

    you

    see

    ever

    y da

    y. E

    spec

    ially

    not

    for c

    linic

    ians

    who

    don

    ’t do

    muc

    h re

    sear

    ch. F

    or th

    ose

    who

    ’re in

    jour

    nal c

    lubs

    , it’s

    usu

    ally

    abo

    ut

    inte

    rven

    tions

    and

    rela

    tive

    risks

    … th

    at s

    ort o

    f thi

    ng.” (

    Phys

    icia

    n #1

    4, R

    ound

    #3)

    Usa

    bilit

    yBr

    owsi

    ng is

    sues

    bet

    wee

    n pa

    ges

    or s

    ectio

    ns: n

    ot in

    tuiti

    ve e

    noug

    h, n

    eed

    to c

    larif

    y ho

    w to

    mov

    e to

    the

    next

    sec

    tion

    afte

    r com

    plet

    ing

    an e

    xerc

    ise,

    acc

    ess

    to o

    ptio

    nal c

    onte

    nt is

    unc

    lear

    “I di

    dn’t

    know

    whe

    re to

    clic

    k. I’m

    not

    ver

    y te

    ch-s

    avvy

    . I w

    asn’

    t sur

    e w

    hat y

    ou m

    eant

    by

    ‘Tar

    get C

    lient

    ele.’

    But

    now

    I un

    ders

    tand

    that

    it’

    s pa

    rt o

    f the

    intr

    oduc

    tion.

    May

    be y

    ou c

    ould

    say

    ‘Intr

    oduc

    tion’

    in

    stea

    d of

    ‘Tar

    get C

    lient

    ele?

    ’” (Ph

    ysic

    ian

    #11,

    Rou

    nd #

    3)

    Issu

    es w

    ith c

    licka

    ble

    elem

    ents

    : ref

    eren

    ces

    with

    in n

    arra

    ted

    slid

    e sh

    ows

    shou

    ld b

    e cl

    icka

    ble,

    ele

    men

    t dis

    posi

    tione

    d, s

    ome

    slid

    es

    shou

    ld b

    e re

    orde

    red,

    con

    fusi

    ons

    betw

    een

    butt

    ons

    to m

    ove

    to th

    e ne

    xt p

    age

    “Clic

    k he

    re to

    beg

    in re

    adin

    g […

    ]. Th

    e ar

    row

    is in

    the

    wro

    ng p

    lace

    .” (P

    hysi

    cian

    #7,

    Rou

    nd #

    2)

    Elem

    ents

    too

    smal

    l: im

    ages

    , nar

    rate

    d sl

    ide

    show

    “It w

    ould

    be

    good

    to m

    ake

    the

    butt

    on m

    ore

    visi

    ble.

    I’m im

    agin

    ing

    som

    eone

    who

    ’s no

    t ver

    y co

    mfo

    rtab

    le w

    ith c

    ompu

    ters

    … y

    ou

    know

    , som

    etim

    es, d

    epen

    ding

    on

    your

    scr

    een,

    it c

    an b

    e ha

    rder

    to

    see.”

    (Phy

    sici

    an #

    5, R

    ound

    #1)

    Irre

    leva

    nt o

    r of l

    ess

    valu

    eCo

    nten

    t unr

    ealis

    tic: s

    tatin

    exa

    mpl

    e irr

    elev

    ant f

    or p

    eopl

    e at

    low

    risk

    of c

    ardi

    ovas

    cula

    r dis

    ease

    s, th

    e fil

    m d

    ispl

    ays

    a si

    mul

    atio

    n, n

    ot

    real

    ity“In

    real

    ity, I

    ’m n

    ot s

    ure

    peop

    le w

    ould

    be

    incl

    ined

    to ta

    lk a

    bout

    tak-

    ing

    stat

    ins

    with

    a p

    atie

    nt w

    ho’s

    low

    risk

    . I u

    nder

    stan

    d; I’

    ve s

    een

    the

    stud

    ies

    show

    ing

    ther

    e m

    ay b

    e so

    me

    bene

    fits,

    but a

    t the

    sa

    me

    time,

    with

    figu

    res

    like

    that

    , it’s

    not

    nec

    essa

    rily

    a ca

    se w

    here

    I w

    ould

    use

    sha

    red

    deci

    sion

    -mak

    ing.

    ” (Ph

    ysic

    ian

    #14,

    Rou

    nd #

    3)

    Irrel

    evan

    t for

    spe

    cific

    aud

    ienc

    es: c

    linic

    al in

    form

    atio

    n no

    t app

    licab

    le to

    all

    prof

    essi

    ons,

    info

    rmat

    ion

    mor

    e re

    leva

    nt fo

    r old

    er H

    CPs

    , in

    form

    atio

    n le

    s us

    eful

    to e

    xper

    ienc

    ed/le

    ss e

    xper

    ienc

    ed p

    hysi

    cian

    s“T

    his

    part

    is a

    bit

    mor

    e ab

    out t

    he m

    edic

    al s

    ide,

    and

    that

    one

    cou

    ld

    be m

    ore

    for s

    ocia

    l wor

    kers

    or o

    ther

    s. Su

    re, t

    here

    are

    thin

    gs th

    at

    are

    a bi

    t les

    s re

    leva

    nt fo

    r me

    that

    I ca

    n st

    ill e

    xplo

    re fu

    rthe

    r, bu

    t yo

    u kn

    ow, w

    hen

    I see

    cer

    tain

    thin

    gs, I

    ’m m

    ore

    likel

    y to

    just

    refe

    r th

    em…

    “ (S

    ocia

    l wor

    ker #

    9, R

    ound

    #2)

    Inap

    prop

    riat

    e le

    arni

    ng s

    trat

    egie

    sVi

    gnet

    te w

    ith a

    vata

    rs d

    ispl

    ayin

    g pa

    tient

    cou

    nsel

    ing

    stra

    tegi

    es: n

    ot re

    alis

    tic e

    noug

    h, ro

    bot-

    like,

    chi

    ldis

    h, in

    form

    atio

    n is

    too

    theo

    reti-

    cal,

    optio

    nal c

    onte

    nt“W

    hen

    you’

    re a

    clin

    icia

    n an

    d yo

    u w

    atch

    that

    , you

    see

    inte

    rvie

    w

    tech

    niqu

    es w

    ith th

    e pa

    tient

    . The

    pro

    blem

    with

    the

    vide

    o is

    that

    th

    e av

    atar

    s do

    n’t h

    ave

    any

    into

    natio

    n. W

    hen

    we’

    re ta

    ught

    how

    to

    com

    mun

    icat

    e w

    ith o

    ur p

    atie

    nts,

    we’

    re ta

    ught

    wha

    t int

    onat

    ions

    to

    use

    . But

    in th

    is c

    ase,

    ther

    e is

    no

    into

    natio

    n. T

    hey

    alw

    ays

    spea

    k in

    exa

    ctly

    the

    sam

    e to

    ne o

    f voi

    ce.” (

    Phys

    icia

    n #5

    , Rou

    nd #

    1)

  • Page 12 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Tabl

    e 3

    (con

    tinu

    ed)

    Them

    es a

    nd S

    ubth

    emes

    Illus

    trat

    ive

    cita

    tion

    Crit

    ical

    app

    rais

    al e

    xerc

    ise

    (Coc

    hran

    e re

    view

    on

    the

    impa

    cts

    of p

    atie

    nt d

    ecis

    ion

    aids

    ): in

    form

    atio

    n la

    yout

    sho

    uld

    be im

    prov

    ed, b

    or-

    ing,

    read

    ing

    is le

    ss a

    ppre

    ciat

    ed a

    s le

    arni

    ng s

    trat

    egy

    “I ha

    te re

    adin

    g st

    udie

    s, es

    peci

    ally

    stu

    dies

    in E

    nglis

    h! I

    get c

    onfu

    sed

    with

    the

    wor

    ds […

    ]. Ev

    en in

    Fre

    nch,

    I do

    n’t l

    ike

    it, b

    ut in

    Eng

    lish

    it’s

    even

    wor

    se! I

    ’m ju

    st n

    ot in

    tere

    sted

    . Esp

    ecia

    lly w

    ith th

    e w

    ay

    it’s

    pres

    ente

    d he

    re. T

    here

    are

    too

    man

    y fig

    ures

    and

    , in

    any

    case

    , it

    real

    ly d

    oesn

    ’t in

    tere

    st m

    e.” (P

    hysi

    cian

    #2,

    Rou

    nd #

    1)

    Film

    : unr

    ealis

    tic. c

    omm

    unic

    atio

    n of

    sta

    tistic

    stil

    l con

    fusi

    ng“T

    he fa

    ct re

    mai

    ns th

    at it

    ’s a

    sim

    ulat

    ed in

    terv

    iew

    . You

    kno

    w, i

    t’s n

    ot

    real

    ity. I

    t loo

    ks n

    ice,

    but

    in re

    al li

    fe, i

    t’s n

    ot o

    ften

    like

    that

    .” (Ph

    ysi-

    cian

    #6,

    Rou

    nd #

    2)

    Too

    long

    : the

    who

    le p

    rogr

    am is

    too

    long

    , som

    e se

    ctio

    ns a

    re to

    o lo

    ng, t

    he fi

    lm is

    too

    long

    , som

    e ex

    erci

    ses

    are

    too

    long

    “I th

    ink

    it’s

    a bi

    t lon

    g in

    pla

    ces.

    The

    cont

    ent o

    n de

    cisi

    on a

    id to

    ols

    was

    per

    haps

    a b

    it lo

    ng. T

    here

    wer

    e se

    vera

    l slid

    es p

    rese

    ntin

    g th

    e to

    ols,

    and

    I figu

    re p

    eopl

    e w

    ill b

    e ab

    le to

    und

    erst

    and

    it ea

    sily

    en

    ough

    . Aft

    er a

    ll, it

    ’s ai

    med

    at H

    CPs

    .” (Ph

    ysic

    ian

    #7, R

    ound

    #2)

    Dry

    : rel

    evan

    t but

    dry

    (crit

    ical

    app

    rais

    al e

    xerc

    ise,

    and

    con

    tent

    on

    evid

    ence

    app

    rais

    al)

    “Whe

    n yo

    u ge

    t to

    this

    par

    t, it

    shift

    s fro

    m v

    isua

    l mod

    e, w

    hich

    is

    easi

    er to

    follo

    w, t

    o a

    mor

    e pu

    rely

    info

    rmat

    iona

    l mod

    e, w

    ith

    wor

    ds in

    Eng

    lish

    and

    all t

    hat,

    and

    lots

    of t

    ext.

    […]T

    he in

    form

    a-tio

    n is

    cle

    ar e

    noug

    h, b

    ut it

    ’s pe

    rhap

    s a

    little

    har

    der t

    o fin

    d it.

    It’s

    not a

    s si

    mpl

    e as

    with

    the

    vide

    os.” (

    Phys

    icia

    n #5

    , Rou

    nd #

    1)

    Tech

    nica

    l iss

    ues:

    vid

    eo d

    oes

    not w

    ork,

    diffi

    culti

    es m

    ovin

    g to

    the

    next

    slid

    es, f

    eedb

    ack

    does

    not

    sho

    w, l

    oosi

    ng th

    e In

    tern

    et c

    onne

    c-tio

    n“T

    he v

    ideo

    feed

    back

    doe

    sn’t

    show

    up,

    onl

    y te

    xt.” (

    Soci

    al w

    orke

    r #1

    5, R

    ound

    #3)

    Bori

    ng: fi

    rst p

    art i

    s bo

    ring,

    read

    ing

    is b

    orin

    g, n

    arra

    ted

    slid

    e sh

    ows

    are

    borin

    g, la

    ck o

    f ani

    mat

    ion

    “I’m

    a v

    ery

    visu

    al p

    erso

    n. W

    hen

    ther

    e ar

    e lo

    ng s

    tret

    ches

    of n

    arra

    -tio

    n on

    ly, I

    just

    sw

    itch

    off.” (

    Phys

    icia

    n #1

    3, R

    ound

    #3)

    Term

    inol

    ogy

    issu

    es: a

    cron

    yms

    shou

    ld b

    e de

    fined

    , som

    e te

    rms

    that

    are

    too

    stro

    ng, u

    ncle

    ar te

    rmin

    olog

    y, w

    hat d

    o “o

    ptio

    n” a

    nd

    “num

    erac

    y” m

    ean?

    , avo

    id th

    e te

    rm “c

    hoos

    ing

    the

    optio

    n of

    doi

    ng n

    othi

    ng”, s

    ome

    term

    s ar

    e di

    fficu

    lt to

    und

    erst

    and

    “A li

    st o

    f ava

    ilabl

    e he

    alth

    opt

    ions

    … I

    can’

    t pic

    ture

    exa

    ctly

    wha

    t tha

    t m

    eans

    .” (Ph

    ysic

    ian

    #3, R

    ound

    #1)

    Risk

    com

    mun

    icat

    ion

    seem

    s ch

    alle

    ngin

    g“I

    don’

    t alw

    ays

    reca

    ll al

    l the

    pro

    babi

    lity

    perc

    enta

    ges.

    In a

    sin

    gle

    day.

    I m

    ight

    see

    fift

    een

    patie

    nts,

    all w

    ith d

    iffer

    ent p

    robl

    ems.

    I can

    ’t al

    way

    s re

    mem

    ber o

    ff th

    e to

    p of

    my

    head

    wha

    t the

    pro

    babi

    litie

    s ar

    e.” (P

    hysi

    cian

    #2,

    Rou

    nd #

    1)

    Opt

    iona

    l con

    tent

    Ove

    rall

    desc

    riptio

    n of

    the

    prog

    ram

    , pro

    gram

    des

    ign

    team

    , “Y

    ou k

    now

    , we’

    re s

    o pu

    shed

    for t

    ime

    that

    we

    real

    ly w

    ant t

    o ge

    t st

    raig

    ht to

    the

    poin

    t whi

    ch, i

    n th

    is c

    ase,

    is th

    e tr

    aini

    ng. I

    get

    it

    that

    it’s

    real

    ly w

    ell d

    one

    and

    all t

    hat,

    but I

    wou

    ld s

    till t

    ry to

    con

    -de

    nse

    it a

    bit m

    ore.”

    (Phy

    sici

    an #

    5, R

    ound

    #1)

    GRA

    DE

    qual

    ity o

    f evi

    denc

    e as

    sess

    men

    t: ou

    tsid

    e th

    e pr

    ogra

    m’s

    scop

    e, in

    form

    atio

    n th

    at is

    alre

    ady

    know

    n, c

    over

    ed in

    oth

    er p

    rogr

    ams

    “I fo

    und

    it le

    ss re

    leva

    nt fo

    r sha

    red

    deci

    sion

    -mak

    ing,

    whi

    ch m

    ade

    it le

    ss in

    tere

    stin

    g.. [

    …].

    If I w

    ante

    d to

    wat

    ch a

    web

    inar

    on

    shar

    ed

    deci

    sion

    -mak

    ing,

    I w

    ould

    n’t w

    ant t

    o w

    atch

    that

    .” (Ph

    ysic

    ian

    #8,

    Roun

    d #2

    )

    Inco

    mpl

    ete,

    mis

    sing

    info

    rmat

    ion:

    mis

    sing

    sou

    rces

    , spe

    cific

    det

    ails

    mis

    sing

    , mis

    sing

    feed

    back

    on

    som

    e ex

    erci

    ses,

    abbr

    evia

    tions

    or

    acro

    nym

    s ar

    e no

    t defi

    ned

    “I do

    n’t k

    now

    if it

    ’s fe

    asib

    le, b

    ut it

    wou

    ld h

    ave

    been

    fun

    to h

    ave

    a D

    B in

    han

    d to

    follo

    w a

    long

    at t

    he s

    ame

    time

    as th

    e tr

    aini

    ng s

    es-

    sion

    .” (Ph

    ysic

    ian

    #8, R

    ound

    #2)

    Redu

    ndan

    t con

    tent

    : cou

    ld b

    e sh

    orte

    ned,

    slig

    htly

    too

    repe

    titiv

    e“A

    t one

    poi

    nt th

    ey g

    ive

    a lo

    t of e

    xam

    ples

    . May

    be th

    ere

    are

    som

    e th

    ings

    that

    cou

    ld b

    e re

    mov

    ed.” (

    Phys

    icia

    n #7

    , Rou

    nd #

    2)

  • Page 13 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Tabl

    e 3

    (con

    tinu

    ed)

    Them

    es a

    nd S

    ubth

    emes

    Illus

    trat

    ive

    cita

    tion

    Info

    rmat

    iona

    l or t

    ypog

    raph

    ic e

    rror

    “’Are

    you

    sure

    abo

    ut w

    hich

    cho

    ice

    is be

    st fo

    r you

    ?’ Kn

    owin

    g so

    me

    of

    my

    elde

    rly p

    atie

    nts,

    I thi

    nk th

    is q

    uest

    ion

    coul

    d de

    stab

    ilize

    them

    or

    mak

    e th

    em fe

    el le

    ss c

    onfid

    ent i

    n th

    eir d

    ecis

    ion.

    I w

    ould

    n’t

    have

    wor

    ded

    it th

    at w

    ay. I

    wou

    ld h

    ave

    valid

    ated

    that

    that

    is

    the

    deci

    sion

    they

    wan

    t to

    mak

    e, b

    ut I

    find

    it a

    bit s

    tron

    g to

    use

    w

    ords

    like

    ‘cer

    tain

    ’ or ‘

    best

    .’ Per

    sona

    lly, I

    wou

    ld h

    ave

    take

    n a

    gen-

    tler a

    ppro

    ach

    in th

    at s

    ense

    .” (Ph

    ysic

    ian

    #11,

    Rou

    nd #

    3)

    Patie

    nt P

    refe

    renc

    es s

    ectio

    n to

    o sh

    ort:

    mor

    e co

    mm

    unic

    atio

    n tip

    s sh

    ould

    be

    offer

    ed“N

    ot e

    very

    one

    in th

    e m

    edic

    al fi

    eld

    has

    good

    pat

    ient

    com

    mun

    ica-

    tion

    skill

    s, so

    I th

    ink

    you

    coul

    d ex

    pand

    this

    sec

    tion

    a bi

    t.” (S

    ocia

    l w

    orke

    r #15

    , Rou

    nd #

    3)

  • Page 14 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    non-pharmacological treatment to manage agitation, aggression, or psychotic symptoms (88% ± SD 11%). Participants mentioned that they liked the visual design of the DBs, because it facilitates their use in practice, especially the tabular format presenting risks and ben-efits/harms (Table 4). Several participants also expressed their satisfaction with the informational content of the DBs, especially the information about the options. Some mentioned that the DBs helped make them aware of the options, or found that the options were relevant. One person appreciated the fact that the DB was available to support older adults in realizing, on their own, that their driving might be dangerous. They thought this might help maintain their relationship with patients.

    The limitations reported by study participants on the decision boxes allowed enhancing them to improve user experiences. Some of the modifications made were quite extensive. For example, several participants reported lower beliefs about their capabilities to use the DB to explain the pros and cons of health options to patients, because of the lack of accessibility to the services described in the DB  (Table 5). We judged this a critical flaw, as if it remained unresolved, HCPs would not use the DB and adopt SDM. Therefore, to resolve this aspect, we added a section with a list of contact information for professional and community services available to imple-ment the options offered in the DB, such as massage ther-apy, music therapy, and physical activity. Another critical flaw was that several participants perceived that they might not have enough time to use the DB. We there-fore added some content describing the situations where SDM should be prioritized. We also added information about the possibility to delay decision-making to a subse-quent consultation, and thus limit the time needed to go through the complete SDM process.

    In some cases, we chose not to attempt to resolve the issues raised. For example, some participants felt the statistics were too hard for patients and their family caregivers to understand. Since probabilities in numeri-cal formats are required to understand risks, we chose not to change the risks presentation in the DBs. Instead, we modified the e-learning activity by adding a module describing best practices to communicate risks to people with lower numeracy skills.

    Similarly to the e-learning activity, many of the par-ticipants’ comments were specific and easily addressed. For example, participants mentioned that the informa-tion was too dense, the terminology challenging, or some usability issues. We therefore adjusted the content of the DBs to reduce their length and complexity, and thereby limit the time needed to understand them, without com-promising their meaning. We kept the use of jargon to a minimum, and added a glossary where we were unable to

    find simplified terminology. We also synthesized the sci-entific information on the pros and cons of the options in summary tables where possible. When there were more than two options for a given clinical situation, we added a table setting out the potential options for the decision at hand on the first page, including the estimates of the probabilities of impacts for each option, as well as the corresponding page detailing the impacts.

    A few physicians reported that the topic covered by DB #5 (Power of Attorney) was irrelevant to their pro-fessional role. In an earlier Delphi study [41], we identi-fied a need in primary care practices for decision support regarding this topic. We consequently attempted to improve DB #5 by making some of the legal aspects of the power of attorney easier to understand so that HCPs, especially physicians, can take ownership of the content and become more comfortable discussing it with their patients.

    Tailoring content based on participants perceptions of SDMWe explored participants’ beliefs about consequences, or usefulness of SDM process after completing the e-learn-ing activity. Participants’ descriptions of the benefits and inconveniences of SDM (Table  6), were very useful to appraise participants knowledge after training, and tailor the content to improve knowledge. Several of these com-ments pointed to known barriers to adopting SDM. We added specific content to the existing modules to address each of these concerns. Overall, these comments led us to describe several strategies for adopting SDM in diverse clinical situations, for example, where time is limited, when there is an emergency and a decision cannot be delayed, when the patients’ preferences go against those of the professional, when risk is low, or when there are several decisions to be made. We also clarified the role of HCPs in situations where the patient’s choice appears contrary to public health recommendations.

    Some of the participants’ comments after reading a decision box also point to a lack of knowledge about SDM, for example that DBs are of little use when stating their opinion or making recommendations (Table  6). To improve understanding of the SDM approach, we added an introductory paragraph to all DBs, entitled “What’s this document for?” which described the gen-eral SDM approach. We also added patient stories to most of the DBs, usually demonstrating an encounter between a patient and a clinician, to demonstrate the value of seeking patient priorities. The stories were created from testimonies gathered online and were validated by the expert panel. These strategies proved effective, as we received no more comments suggest-ing that SDM might not be well understood after these changes.

  • Page 15 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Changes in the level of intention as the rounds progressedE‑learning activityVisual examination of the quantitative descriptive results suggests that there was no change in participants’ intention to adopt SDM after their participation in the e-learning activity. Intention was relatively high and

    stable across the three rounds, with a mean level of 6.8, on a scale ranging from 1 (low intention) to 7 (high inten-tion) (Additional file 1). Mean levels of potential factors influencing intention were also relatively high, ranging from 5.6 to 7.0, on a scale ranging from 1 to 7.

    Table 4 HCPs’ perceptions of the strengths of the Decision Boxes

    *DB #1 = Choosing a support option to decrease caregiver burden; DB #2 = Choosing a non-pharmacological treatment to manage agitation, aggression, or psychotic symptoms; DB #3 = Deciding whether or not to stop driving following diagnosis; DB #4 = Choosing an option to improve quality of life; DB #5 = Deciding whether or not to prepare a power of attorney.

    Themes and Subthemes Illustrative citation*

    Visual designGood visual design “Very nice tool with an excellent visual pres-

    entation.” (Physician #22, Round #1, DB #3) ; “Well-designed tool. Easy to use.” (Physician #31, Round #2, DB #3)

    Tabular format: tables are very clear and visual “Very clear, visually appealing tables. The Confi-dence in these results pictograms could be a bit more visible (black dots rather than a cross? Bigger circles?). The presentation page (page 1) is a bit dry to read, but essential for explaining the goal.” Physician #12, Round #1, DB #1)

    Balance between benefits and harms is useful“Nice layout of benefits vs harms.” (Physician #74, Round #4, DB #2)

    Informational contentValue of the information about the options “The box presents some very interesting options.”

    (Physician #32, Round #3, DB #1)

    Raises awareness about certain options “The role of case manager no longer exists in many CLSCs. Highly relevant and appropriate for our family caregivers who are unsure or unaware of which resources to turn to. I will definitely use it.” (Social worker #12b, Round #4, DB #1) ; “Great idea for improving our client service.” (Social worker #48, Round #4, DB #4)

    Information allows HCPs to keep up-to-date and to empower patients “Nice tool that allows us to be more professional and access up-to-date knowledge. Also enables us to show that we respect the client’s values. Helps empower them.” (Social worker #48, Round #4, DB #1)

    A tool to help older adults realize themselves their own risks “Very interesting toolbox for guiding and helping patients realize on their own that their driving may not be safe, instead of having the impres-sion, as a doctor, that you are taking away their license and their autonomy. It helps maintain the quality of the therapeutic relationship.” (Physician #36b, Round #4, DB #3)

    Useful to remind me of something I already know “The information in the box will be helpful for refreshing my memory on the various power of attorney options.” (Physician #31, Round #1, DB #5)

    Implementation of SDMUseful to adopt a shared decision-making approach in their practice “I have never (or rarely) discussed stopping driving

    with a patient based on the risks and benefits to the patient. Rather, I tried to test the patient’s skills through tests without necessarily dwelling on his understanding of the risks of driving. Participation in this study will make me more likely to approach the risk-benefit aspect with the patient in the future.” (Physician #12, Round #3, DB #3)

  • Page 16 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    Tabl

    e 5

    HCP

    s’ pe

    rcep

    tion

    s of

     the 

    wea

    knes

    ses

    of th

    e D

    ecis

    ion

    Boxe

    s by

     theo

    reti

    cal d

    omai

    n.

    Theo

    retic

    al D

    omai

    n, W

    eakn

    ess

    Illus

    trat

    ive

    cita

    tion*

    Inte

    ntio

    nI h

    ave

    no in

    tent

    ion

    of c

    hang

    ing

    my

    day-

    to-d

    ay a

    ppro

    ach.

    “The

    info

    rmat

    ion

    in th

    e de

    cisi

    on b

    ox w

    ill b

    e us

    eful

    to m

    e to

    re

    fresh

    my

    mem

    ory

    on th

    e di

    ffere

    nt p

    rote

    ctio

    n re

    gim

    es b

    ut I

    do

    not b

    elie

    ve th

    at I

    will

    cha

    nge

    my

    way

    of d

    oing

    thin

    gs fr

    om d

    ay

    to d

    ay.” (

    Phys

    icia

    n #3

    1, R

    ound

    #1,

    DB

    #5)

    Belie

    f abo

    ut c

    onse

    quen

    ces

    of u

    sing

    the

    DB;

    Use

    fuln

    ess

    of th

    e D

    BTh

    e D

    B is

    not

    wel

    l ada

    pted

    to e

    very

    pat

    ient

    , nor

    is it

    ada

    pted

    to e

    very

    situ

    atio

    n“T

    he fa

    cts

    wer

    e ge

    nera

    lly k

    now

    n to

    me,

    eve

    n th

    ough

    I di

    d no

    t ha

    ve p

    reci

    se s

    tatis

    tics.

    In a

    dditi

    on, e

    ach

    case

    is d

    iffer

    ent,

    and

    I do

    not b

    elie

    ve th

    at a

    pply

    ing

    this

    box

    will

    allo

    w m

    e to

    bet

    ter t

    arge

    t th

    e ne

    cess

    ary

    inte

    rven

    tions

    .” (Ph

    ysic

    ian

    #19,

    Rou

    nd #

    2, D

    B #3

    )

    DBs

    do

    not a

    dd a

    ny v

    alue

    to c

    linic

    al p

    ract

    ice

    “We

    unde

    rsta

    nd th

    at q

    ualit

    y of

    life

    is th

    e m

    ain

    obje

    ctiv

    e, b

    ut th

    e to

    olbo

    x, a

    lthou

    gh in

    tere

    stin

    g, is

    hea

    vy a

    nd b

    rings

    not

    hing

    mor

    e to

    the

    clin

    ical

    leve

    l.” (P

    hysi

    cian

    #31

    , V3,

    DB

    #5)

    DBs

    are

    not

    hel

    pful

    to a

    nnou

    nce

    my

    own

    opin

    ion/

    reco

    mm

    enda

    tion

    "Wha

    t is

    mos

    t diffi

    cult

    is to

    ann

    ounc

    e ou

    r opi

    nion

    s w

    hen

    they

    ar

    e ve

    ry d

    iver

    gent

    from

    thos

    e of

    the

    patie

    nt o

    r the

    fam

    ily, a

    nd

    I do

    not b

    elie

    ve th

    at th

    e de

    cisi

    on b

    ox h

    elps

    us."

    (Phy

    sici

    an #

    19,

    Roun

    d #2

    , DB

    #3)

    Stat

    istic

    s ar

    e us

    eles

    s"T

    he D

    B, w

    hile

    inte

    rest

    ing,

    is c

    umbe

    rsom

    e an

    d br

    ings

    not

    hing

    m

    ore

    to c

    linic

    al p

    ract

    ice."

    (Doc

    tor #

    31, R

    ound

    #3,

    DB

    #4)

    The

    sam

    e in

    form

    atio

    n ca

    n be

    offe

    red

    info

    rmal

    ly w

    ithou

    t pre

    sent

    ing

    the

    DB

    “The

    re a

    re m

    any

    tool

    s fo

    r diff

    eren

    t asp

    ects

    of m

    edic

    ine,

    and

    the

    use

    of c

    oncr

    ete

    tool

    s is

    diffi

    cult,

    but

    the

    idea

    con

    veye

    d by

    thes

    e to

    ols

    can

    be tr

    ansm

    itted

    ver

    bally

    to p

    atie

    nts

    info

    rmal

    ly th

    roug

    h ot

    her i

    nfor

    mat

    ion.

    ” (Ph

    ysic

    ian

    #9, R

    ound

    #1,

    DB

    #5)

    Info

    rmat

    ion

    is h

    arm

    ful t

    o in

    terp

    rofe

    ssio

    nal c

    olla

    bora

    tion

    "I w

    as s

    urpr

    ised

    by

    the

    stat

    istic

    s th

    at 1

    % to

    3%

    of t

    hera

    pist

    s co

    m-

    mit

    sexu

    al a

    cts

    that

    cou

    ld h

    inde

    r the

    pro

    cess

    of c

    are.

    Con

    side

    r-in

    g th

    e lo

    w p

    ropo

    rtio

    n of

    men

    , the

    per

    cent

    age

    of th

    erap

    ists

    w

    ith d

    evia

    nt b

    ehav

    iour

    s se

    ems

    to m

    e to

    be

    high

    . I v

    ery

    muc

    h do

    ubt t

    his

    stat

    istic

    . As

    I am

    a m

    an, I

    find

    that

    this

    sta

    tistic

    mig

    ht

    affec

    t ref

    erra

    l and

    the

    confi

    denc

    e of

    the

    doct

    or to

    war

    ds th

    e th

    erap

    ists

    ." (S

    ocia

    l wor

    ker #

    69, R

    ound

    #4,

    DB

    #1)

    Alre

    ady

    awar

    e of

    this

    info

    rmat

    ion

    “I w

    as a

    war

    e of

    the

    fact

    s, bu

    t not

    of t

    he e

    xact

    sta

    tistic

    s.“ (P

    hysi

    cian

    #1

    9, R

    ound

    #2,

    DB

    #3)

    Belie

    f abo

    ut c

    apab

    ilitie

    s: I

    mig

    ht n

    ot b

    e ab

    le to

    use

    the

    DB

    to p

    rese

    nt th

    e pr

    os a

    nd c

    ons

    of h

    ealth

    opt

    ions

    to p

    atie

    nts

    beca

    use…

    … it

    is c

    halle

    ngin

    g to

    acc

    ess

    the

    serv

    ices

    offe

    ring

    the

    heal

    th o

    ptio

    ns d

    escr

    ibed

    in th

    e D

    B “A

    cces

    sibi

    lity

    rem

    ains

    a p

    robl

    em in

    man

    y re

    gion

    s of

    Que

    bec.

    The

    se

    data

    hav

    e be

    en c

    olle

    cted

    to fa

    cilit

    ate

    disc

    ussi

    on, b

    ut th

    e bu

    lk

    of th

    e w

    ork

    that

    will

    ulti

    mat

    ely

    incr

    ease

    the

    patie

    nt’s

    qual

    ity o

    f lif

    e is

    not

    the

    DB,

    but

    the

    long

    -ter

    m a

    cces

    sibi

    lity

    to th

    is ty

    pe o

    f se

    rvic

    e.” (P

    hysi

    cian

    #32

    , Rou

    nd #

    2, D

    B #4

    ).

    …it

    is c

    halle

    ngin

    g to

    pre

    sent

    sta

    tistic

    s"W

    hen

    patie

    nts

    and

    thei

    r fam

    ily c

    areg

    iver

    s ar

    e in

    our

    offi

    ce, t

    alki

    ng

    abou

    t sta

    tistic

    s is

    unt

    hink

    able

    . It i

    s al

    read

    y ve

    ry d

    ifficu

    lt to

    onl

    y ta

    lk a

    bout

    the

    real

    ity o

    f eve

    ryda

    y lif

    e." (N

    urse

    #14

    , Rou

    nd #

    2, D

    B #1

    )

  • Page 17 of 25Lawani et al. BMC Med Inform Decis Mak (2021) 21:59

    *DB

    #1=

    Cho

    osin

    g a

    supp

    ort o

    ptio

    n to

    dec

    reas

    e ca

    regi

    ver b

    urde

    n; D

    B #2

    = C

    hoos

    ing

    a no

    n-ph

    arm

    acol

    ogic

    al tr

    eatm

    ent t

    o m

    anag

    e ag

    itatio

    n, a

    ggre

    ssio

    n, o

    r psy

    chot

    ic s

    ympt

    oms;

    DB

    #3=

    Dec

    idin

    g w

    heth

    er o

    r not

    to s

    top

    driv

    ing

    follo

    win

    g di

    agno

    sis;

    DB

    #4=

    Cho

    osin

    g an

    opt

    ion

    to im

    prov

    e qu

    ality

    of l

    ife; D

    B #5

    = D

    ecid

    ing

    whe

    ther

    or n

    ot to

    pre

    pare

    a p

    ower

    of a

    ttor

    ney.

    Tabl

    e 5

    (con

    tinu

    ed)

    Theo

    retic

    al D

    omai

    n, W

    eakn

    ess

    Illus

    trat

    ive

    cita

    tion*

    …I d

    on’t

    have

    tim

    e‘’O

    ffice

    day

    s ar

    e be

    com

    ing

    heav

    ier a

    nd h

    eavi

    er a

    nd it

    is n

    ow p

    os-

    sibl

    e to

    use

    the

    serv

    ices

    of o

    ur p

    aram

    edic

    al s

    taff

    to c

    onve

    y m

    ore

    com

    plet

    e in

    form

    atio

    n so

    we

    can

    focu

    s m

    ore

    on c

    linic

    al ta

    sks.”

    (P

    hysi

    cian

    #31

    , Rou

    nd #

    1, D

    B #5

    ).

    ...I d

    on’t

    know

    how

    to a

    cces

    s th

    e D

    Bs.

    “Acc

    ess

    to th

    e D

    B sh

    ould

    be

    faci

    litat

    ed.” (

    Nur

    se #

    15, R

    ound

    #2,

    DB

    #4)

    Ease

    of U

    seTh

    e D

    B us

    es u

    nfam

    iliar

    jarg

    on o

    r ter

    min

    olog

    y"T

    he te

    rms

    used

    are

    lega

    l ter

    ms

    and

    it’s

    a to

    ugh

    jarg

    on fo

    r me."

    (P

    hysi

    cian

    #20

    , Rou

    nd #

    2, D

    B #5

    )

    The

    info

    rmat

    ion

    is to

    o de

    nse

    and

    shou

    ld b

    e sy

    nthe

    size

    d"T

    he p

    rese

    ntat

    ion

    is to

    o de

    nse

    and

    too

    com

    plex

    ." (P

    hysi

    cian

    #2,

    Ro

    und

    #1, D

    B #1

    )

    The

    info

    rmat

    ion

    is d

    ifficu

    lt to

    und

    erst

    and

    “I fo

    und

    the

    late

    st d

    ata

    on u

    sing

    vs

    stop

    ping

    med

    icat

    ion

    conf

    us-

    ing.

    In th

    e H

    arm

    s se

    ctio

    n, it

    is h

    ard

    to in

    terp

    ret w

    hat y

    ou’re

    tr

    ying

    to s

    how

    .” (Ph

    ysic

    ian

    #32,

    Rou

    nd #

    1, D

    B #2

    )

    Usa

    bilit

    y of

    the

    DBs

    cou

    ld b

    e im

    prov

    ed"T

    he P

    icto

    gram

    s fo

    r the

    Con

    fiden

    ce in

    the

    resu

    lts s

    ectio

    n co

    uld

    be a

    litt

    le m

    ore

    visi

    ble.

    Cou

    ld b

    lack

    dot

    s be

    use

    d ra

    ther

    than

    cro

    sses

    ? Co

    uld

    the

    circ

    les

    be e

    nlar

    ged?

    " (Ph

    ysic

    ian

    #12,

    Rou

    nd #

    1, D

    B #1

    )

    Soci

    al in

    fluen

    ce: M

    y co

    lleag

    ues

    mig

    ht n

    ot u

    se th

    e D

    B to

    pre

    sent

    the

    pros

    and