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Development and Piloting of an Acceptability Questionnaire for Continuous Glucose Monitoring Devices

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User acceptability of new health technologies is important in determining their widespread use and adoption. The aim of this current study was twofold: first, to investigate the acceptability of two continuous glucose monitoring devices for people with diabetes; and second, to develop a valid questionnaire measure to assess the acceptability of continuous glucose monitoring devices. Semi-structured interviews were conducted with six people with diabetes who had previously used the GlucoWatchBiographer (Animas Corp., West Chester, PA) or the CGMS continuous glucose monitoring system (Medtronic MiniMed, Northridge, CA) in order to increase understanding of the issues relating to acceptability of, and satisfaction with, the devices. Interview transcripts were analyzed qualitatively using framework analysis. These analyses, together with consultation with researchers and health professionals in the field, provided the foundation for development of a questionnaire measure that was piloted with 19 individuals. Six broad themes were elicited from the framework analysis: interference with daily activities; reliability and accuracy of the devices; practicality and ease of use; improvements in glycemic control; side effects; and self-consciousness and disclosure. Piloting of the questionnaire arising from this analysis demonstrated face validity. Further psychometric testing of the questionnaire will be conducted as part of a randomized controlled trial evaluating the clinical efficacy and cost-effectiveness of the CGMS and GlucoWatch G2 Biographer. CONCLUSIONs: Ultimately it is the user's preferences and his or her assessment of acceptability that will determine uptake and use of continuous glucose monitoring devices. It is therefore essential to consider and evaluate this alongside clinical efficacy and cost-effectiveness.
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DIABETES TECHNOLOGY & THERAPEUTICS
Volume 10, Number 2, 2008
© Mary Ann Liebert, Inc.
DOI: 10.1089/dia.2007.0255
Development and Piloting of an Acceptability
Questionnaire for Continuous Glucose
Monitoring Devices
L. STEED, Ph.D.,
1
D. COOKE, M.Sc.,
1
S.J. HUREL, Ph.D.,
2
and S.P. NEWMAN, D.Phil.
1
ABSTRACT
Background: User acceptability of new health technologies is important in determining their
widespread use and adoption. The aim of this current study was twofold: first, to investigate
the acceptability of two continuous glucose monitoring devices for people with diabetes; and
second, to develop a valid questionnaire measure to assess the acceptability of continuous glu-
cose monitoring devices.
Methods: Semi-structured interviews were conducted with six people with diabetes who had
previously used the GlucoWatch
®
Biographer (Animas Corp., West Chester, PA) or the CGMS
®
continuous glucose monitoring system (Medtronic MiniMed, Northridge, CA) in order to in-
crease understanding of the issues relating to acceptability of, and satisfaction with, the devices.
Interview transcripts were analyzed qualitatively using framework analysis. These analyses, to-
gether with consultation with researchers and health professionals in the field, provided the
foundation for development of a questionnaire measure that was piloted with 19 individuals.
Results: Six broad themes were elicited from the framework analysis: interference with daily
activities; reliability and accuracy of the devices; practicality and ease of use; improvements in
glycemic control; side effects; and self-consciousness and disclosure. Piloting of the question-
naire arising from this analysis demonstrated face validity. Further psychometric testing of the
questionnaire will be conducted as part of a randomized controlled trial evaluating the clinical
efficacy and cost-effectiveness of the CGMS and GlucoWatch G2 Biographer.
Conclusions: Ultimately it is the user’s preferences and his or her assessment of acceptability
that will determine uptake and use of continuous glucose monitoring devices. It is therefore es-
sential to consider and evaluate this alongside clinical efficacy and cost-effectiveness.
95
INTRODUCTION
D
IABETES MELLITUS
is associated with signifi-
cant morbidity, including both microvas-
cular and macrovascular complications. Im-
proved glycemic control has been shown to
significantly reduce the incidence of micro-
vascular complications.
1,2
A common aid in im-
proving glycemic control is frequent monitoring
of blood glucose levels, currently recommended
1
Centre for Behavioural & Social Sciences in Medicine, University College London; and
2
Department of Diabetes
& Endocrinology, UCLH Foundation Hospital, London, United Kingdom.
The views and opinions expressed therein are those of the authors and do not necessarily reflect those of the De-
partment of Health.
via capillary blood monitoring.
3
This approach
is limited as only snapshots of blood glucose lev-
els can be acquired,
4
and even testing seven
times daily may miss important episodes of
hypo- and hyperglycemia.
5
In addition, adher-
ence to capillary blood testing can be limited
with up to 67% of individuals reporting testing
less frequently than recommended.
6
This is in
part due to the pain and inconvenience associ-
ated with finger prick testing.
7
In response to
these issues new continuous glucose monitoring
(CGM) devices that are non- or minimally inva-
sive and that measure blood glucose over a pe-
riod of hours/days have been developed.
Two such CGM devices that have been used
clinically are the GlucoWatch
®
Biographer (An-
imas Corp., West Chester, PA) and the CGMS
®
CGM system (Medtronic MiniMed, Northridge,
CA). The GlucoWatch is slightly larger than a
watch and is typically worn on the forearm. It
can be worn for up to 15 h and provides pa-
tients with readings approximately every 20
min during this period. In contrast, the CGMS
is a Holter-style device, the size of a radio pager,
that is worn on the waist and connected via a
wire to a subcutaneous sensor. It is worn for 72
h, after which time results can be downloaded
for review. Both methods provide detailed pro-
files of glucose patterns that can be used by the
patient and his or her health care professionals
to adjust diabetes therapy and possibly lead to
improvements in glycemic control.
Evaluation of both devices has tended to fo-
cus on their clinical accuracy, efficacy, and cost-
effectiveness, although other issues such as the
user’s perspective or “acceptability” have also
been highlighted as important.
8,9
Acceptability
has been defined as an individual’s willingness
to use a device, which in turn depends on sev-
eral interrelated factors: the needs of the indi-
vidual, perceptions of safety and utility of the
device, and whether the person feels that use
of the device either supports or undermines his
or her sense of personal identity and control
over illness.
10
Ultimately it will be these issues
that determine uptake and adherence to new
technologies and their widespread adoption.
11
Although some studies have claimed to as-
sess acceptability of CGM devices, the methods
used are unclear, and findings tend to be lim-
ited to anecdotal or subjective reports on the
part of the researchers. For example, two stud-
ies stated that daily activities were not lim-
ited
12,13
but do not say how this was assessed.
Another study reported that the use of the
CGMS did not interfere with the care of chil-
dren with diabetes and was well accepted but
provided no information on how this was as-
sessed.
14
A further study stated that “patients
felt confident and satisfied with the CGMS” but
again provided no information on how confi-
dence and satisfaction were measured.
15
These
positive reports are to be contrasted with other
small-scale studies that have reported that the
devices produce skin reactions and are intru-
sive and difficult to calibrate.
16–18
One study has addressed the issue of the user
perspective in more detail.
9
In an evaluation of
the GlucoWatch G2 Biographer, children and
their parents completed a newly developed
questionnaire targeted at assessing satisfaction
with the device.
9
Unfortunately, the measure
was developed solely through health care pro-
fessional consultation and did not consult users
of the device. This is contrary to the recom-
mendation for the development of new psy-
chological measurement tools that states con-
sultation with the population of interest as well
as experts in the field is an important aspect of
questionnaire development.
19
Users are likely
to have a different perspective to professionals,
and hence incorporation of their opinion is crit-
ical to questionnaire development.
The aim of the current piece of work was first
to conduct a qualitative study (Study 1) with
individuals who had previously used one of
these two different CGM devices to understand
the issues related to acceptability of these de-
vices. Second, this information was used to de-
velop a questionnaire to assess acceptability of
CGM devices (ACGMD Questionnaire) ac-
cording to the recommendations of Todd and
Bradley
19
(Study 2).
STUDY 1
Methods
Study design. The qualitative study consisted
of semi-structured interviews with individuals
who had previously used one of two CGM de-
vices, with the aim of increasing understand-
ing of the acceptability of, and satisfaction with,
the devices among users.
STEED ET AL.96
Participants. All individuals who had used ei-
ther the GlucoWatch Biographer or CGMS de-
vice at a London teaching hospital (University
College London Hospital [UCLH]) in the past
18 months were eligible for participation in the
interview study unless they were currently un-
dergoing any psychiatric treatment or were un-
able to communicate in fluent English.
Recruitment and consent procedure. Individu-
als fulfilling the inclusion/exclusion criteria
were identified by the Consultant Endocrinol-
ogist. A letter and information sheet explain-
ing the purpose of the study and inviting them
to participate were then sent to eligible partic-
ipants. The following week they were con-
tacted to confirm interest in participation and
arrange an appointment for interview at their
convenience. The consent procedure included
confirmation that the information sheet had
been read, an opportunity to ask questions, and
re-emphasis that the interview would be tape-
recorded. All participants were assured of con-
fidentiality and anonymity and informed the
study was approved by the UCLH ethics com-
mittee. Written informed consent was subse-
quently obtained.
Interview format. The interviews were ex-
ploratory, and therefore a semi-structured for-
mat was used. The discussion was guided by
a topic guide, which was constructed from re-
ports in the literature and discussion with ex-
perts in the field. General topics addressed in-
cluded practical, social, and emotional impact
and concerns related to the devices; however,
there was scope for other issues related to the
devices to be raised, and the interviewer
probed all areas of importance to the intervie-
wee. No time restrictions were set for the in-
terviews.
Analysis. All interviews were tape-recorded
and transcribed. The transcripts were anon-
ymized. Framework analysis
20
was used to
identify themes relating to the acceptability of
the GlucoWatch and the CGMS. This qualita-
tive technique allows for the inclusion of a pri-
ori as well as emergent concepts, which is an
important consideration in relation to applied
research.
21
Results
Of eight eligible participants six (75%) con-
sented to take part in the study. Table 1 shows
the demographics of these participants, four of
whom had used the GlucoWatch and two the
CGMS.
Six broad themes were elicited through
analysis. These are described together with
examples of excerpts from the interview tran-
ACCEPTABILITY OF CGM DEVICES 97
T
ABLE
1. D
EMOGRAPHICS OF
P
ARTICIPANTS
U
NDERGOING
I
NDIVIDUAL
I
NTERVIEWS
Age Duration
Device Number (years) at of
last worn of times time of Type of diabetes
Device (months) worn interview Sex diabetes (years) Complications
1 Gluco Watch 18 15 times 56 F 1 45 Retinopathy,
in 2 peripheral
weeks neuropathy,
renal failure
2 CGMS 3 Once 43 M 1 8 None
3 CGMS 1 Once 45 F 1 42 None
4 Gluco Watch 18 Initially 55 M 2 18 Retinopathy,
a lot, neuropathy
less
since
5 Gluco Watch 18 15–20 35 F MODY 20 None
HNF1-
6 Gluco Watch 15 15–20 25 F 1 15 None
times in
2 weeks
MODY HNF-1
, maturity-onset diabetes of the young hepatocyte nuclear factor 1-
.
AU1
scripts that were categorized within each of
these themes. At the end of the analysis it was
felt that data saturation had been reached
with no further themes arising out of the anal-
ysis.
Interference with daily activities. This included
disruption with washing and sleep routines,
problems moving around, and variously cited
difficulties with traveling, work, shopping, and
eating out:
“It sort of slowed things down like dress-
ing, you had to take a bit more care”—Pa-
tient 2
“The only thing I found is on the tube,
because if you are standing and you are
being jammed and pushed that would
make it a problem”—Patient 3
Reliability and accuracy of the device. Gluco-
Watch participants reported that the device did
not always work in warm weather and that it
skipped readings. Some people also expressed
concerns about the accuracy of readings.
“If you are sweaty or have some problem
it will miss that reading”—Patient 5
“If you walked out into the cold, it
would go off on occasions”—Patient 4
Practicality and ease of use. This included the
inconvenience of still needing to do finger-
prick tests for calibration purposes when wear-
ing the device, time taken to learn how to use
the device and calibrate it, difficulty in calibra-
tion, and the inconvenience of alarms.
“It was extremely difficult to set up . . .
you had to have it turned on for 3 hours
beforehand, now as a working person that
meant I had to get up at 4 o’clock in the
morning to set it off, then to start it at 7
o’clock”—Patient 1
“I would have preferred one that vi-
brated discreetly, rather than bleeped all
over the place, because working at what I
do, it is usually a mixture of panic and
everybody rushing under their shirts to
look for their pagers”—Patient 4
Improvements in glycemic control. Some par-
ticipants reported that the devices filled in the
gaps in relation to the finger-prick readings.
Some stated that perceptions of control and
identification of hypoglycemia episodes were
improved.
“The feedback was good because we knew
the blood sugars dropped around 3–4
o’clock in the morning and it confirmed
that”—Patient 3
Side effects. These included dry skin, itchi-
ness, soreness, and tingling.
“ . . . you had to be quite careful about
the way you . . . it off the skin, otherwise
you would take the top layer with it”—Pa-
tient 4
“I did react to the strips . . . it went a bit
raw, but I am not sure whether I got little
scabs, but it was like that, it was itchy . . .
when I had a few on the same sort of area,
it looked like I had some horrible dis-
ease”—Patient 5
Self-consciousness and disclosure. This theme
encompassed concerns related to other people
knowing about their diabetes, having to ex-
plain what the device was, and worries about
appearance and what to wear.
“I didn’t really want to meet anyone to
have to explain what it was. . . . but I
avoided, I think, actually seeing anyone
where I might have to go into an expla-
nation”—Patient 5
Discussion
The analyses of the interview data high-
lighted the range of issues users consider im-
portant in assessing acceptability and satis-
faction with CGM devices. Although some
themes identified by participants are similar
to those reported by the DirecNet Study
Group,
9
other new areas have been identified
such as interference with daily activities. The
qualitative study provided the basis on which
to develop a measure of acceptability of CGM
devices.
STEED ET AL.98
STUDY 2
Methods
Questionnaire design. Drawing upon the
themes identified in Study 1, items were gen-
erated for the pilot questionnaire by one of the
authors (L.S.). These were divided into three
sections: (1) interference, (2) attitudes towards
the device (including reliability and accuracy,
practicality and ease of use, perceived benefits
in relation to glycemic control, and self-con-
sciousness), and (3) side effects. For each item
the response was a 5-point Likert scale, and
both positive and negatively framed questions
were incorporated. Within the interference and
side effects subscales individuals were asked to
state both whether a side effect occurred or the
extent to which the device interfered with par-
ticular activities as well as the extent to which
this was acceptable. This draws on related qual-
ity of life literature, which indicates that eval-
uations of disruptions to certain aspects of life
are only valid if individuals perceive that part
of their life to be important to them.
22,23
For ex-
ample, a patient’s social life may be affected
considerably by his or her diabetes, but this as-
pect of their life may not be important to that
individual. This principle was applied in the
current study such that respondents were
asked to rate both how much the device inter-
fered with a certain aspect of lifestyle, and then
they were asked to rate how acceptable this
was. People with diabetes may be willing to tol-
erate disruption to activities or particular side
effects if they feel they are benefiting from
wearing the device; hence it is important to as-
sess both of these aspects.
Following initial item generation, the ques-
tionnaire was discussed with experts in the
field, including endocrinologists, diabetes spe-
cialist nurses, statisticians, clinical trialists, and
health psychologists. Besides alterations to the
phrasing and formatting of the questionnaire,
on the basis of these discussions an amendment
was made to the section on interference. Ques-
tionnaire items assessing the extent that par-
ticular behaviors/activities were avoided or al-
tered as a result of wearing the devices were
also included. The questionnaire was then pi-
loted with the potential user group.
Participants. All individuals from two hospi-
tal diabetes clinic (UCLH and Bournemouth
Royal Hospital) who had used either the Glu-
coWatch or CGMS in the previous 18 months,
were sufficiently fluent in written English, and
were not currently undergoing any psychiatric
treatment were invited to participate in the pi-
loting of the questionnaire.
Recruitment and consent procedure. Individu-
als fulfilling the inclusion/exclusion criteria
were identified by the Consultant Endocrinol-
ogists at the two hospitals, and an invitation
letter, information sheet (including contact
number in case of queries), consent form, pilot
questionnaire, and prepaid envelope were
posted to them.
Results
Nineteen (95%) outpatient clinic attendees
from the two hospitals completed a copy of the
pilot questionnaire. Seven of these had used the
Glucowatch, and 12 had used the CGMS. Five
of these participants had already taken part in
the individual interviews. Two of these had di-
abetes-related complications (Table 1). Four-
teen were new to the study. One of these had
nephropathy. The majority of the respondents
had type 1 diabetes (89%) with a mean dura-
tion of diabetes of 18 years. The mean age of
the participants was 41 years with 53% of par-
ticipants female.
Comments from the user group included ref-
erence to phraseology, e.g., meaning of cali-
bration, advice to include “not applicable” op-
tions, and recommendations to clarify certain
statements, for example, “my normal bathing
routine” was changed to “my normal washing
routine” (e.g., bath/showering) as well as ad-
vice on formatting. These were the only areas
identified by the user group for amendment.
These changes were incorporated into the final
version of the questionnaire shown in sum-
mary in Table 2. Further psychometric testing
of the questionnaire is to be conducted as part
of a randomized controlled trial evaluating ef-
ficacy of the two devices. This will include an
analysis of the structure of the questionnaire to
consider the dimensions of acceptability that
are important to assess in the evaluation of
CGM devices.
ACCEPTABILITY OF CGM DEVICES 99
Discussion
Piloting of the questionnaire with patients
who had previously used CGM devices indi-
cated that the measure has face validity and has
the potential to assess an important aspect of
efficacy of these new technologies, alongside
formal evaluations of their clinical and cost-ef-
fectiveness.
GENERAL DISCUSSION
AND CONCLUSIONS
The need for more formal, systematic, and
patient-based evaluations of acceptability of
CGM devices is essential. People with diabetes
may only be accepting of the CGM devices if
perceptions of their utility, value, and benefits
outweigh any inconvenience, pain, and dis-
comfort. This aspect of acceptability has rarely
been assessed, and the development of the
questionnaire presented here attempts to pro-
vide a measure to address this. The method-
ological process of including the user group in
questionnaire development is a strength of the
current study and is in line with current rec-
ommendations.
19
This is in contrast to other
studies in the field, which have often used in-
validated approaches for assessing acceptabil-
ity.
12–18
The current study also included both
individuals with type 1 and type 2 diabetes.
This has rarely been the case in previous stud-
ies, with the majority of work conducted with
type 1 populations, and typically in children or
adolescents.
19
There is a need for assessments
of acceptability of CGM devices in the type 2
population with insulin-requiring diabetes,
and the current measure is designed with this
in mind.
Public acceptability of new technologies has
been conceptualized as being on a continuum,
with emphasis on fluidity and the fact that ac-
ceptability can change over time in response to
knowledge or new understanding.
24
Appro-
priate measurements of acceptability are nec-
essary in order to assess this. While the ques-
tionnaire was developed on older CGMS
devices, it does incorporate items on alarm fea-
tures and thus would be valuable in future
evaluations of real-time CGM devices. As has
already been argued, ultimately it is the user’s
preferences and his or her assessment of ac-
ceptability that will determine uptake and use
of CGM devices, which is why this needs to be
considered and evaluated alongside clinical ef-
ficacy and cost-effectiveness.
STEED ET AL.100
T
ABLE
2. S
UMMARY OF THE
ACGMD Q
UESTIONNAIRE
Example item(s) Response format
Section 1
Interference (9 items) (a) when wearing the monitor it 5-point Likert scale from not at
(a) interfered with my normal exercise all to completely
(a) routine
(b) I found this acceptable
Avoidance (8 items) I avoided wearing the monitor when . . . 3-point Likert scale from not at
exercising all to always
Section 2
Attitude to device I was not worried about the way I looked 5-point Likert scale from
(38 items) when wearing the monitor strongly disagree to strongly
I was confident that the monitor would agree
accurately record if I was going
hypoglycemic
I thought that generally the monitor was
impractical
I would recommend other people in a
similar situation to me to wear the
monitor
Section 3
Side effects (9 items) Did you experience . . . itching? Dichotomous scale (yes/no)
If yes, how acceptable was this to you? 5-point Likert scale from not at
all to completely
ACKNOWLEDGMENTS
This study was funded by the NIHR Health
Technology Assessment Programme.
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Address reprint requests to:
Prof. S.P. Newman, D.Phil.
Centre for Behavioural & Social
Sciences in Medicine
Royal Free & University College Medical School
Charles Bell House
67-73 Riding House Street
London, W1W 7EJ, UK
E-mail: s.newman@ucl.ac.uk
ACCEPTABILITY OF CGM DEVICES 101
STEED
AU1
All Latin phrases roman in this
journal.
... Steed et al. 21 reported the development and piloting of an acceptability questionnaire for CGM devices. Using semistructured interview methodology with six participants with diabetes, issues relating to acceptability of and satisfaction with the devices were explored: ''Resulting broad themes were interference with daily activities; reliability and accuracy of the devices; practicality and ease of use; improvements in glycemic control; side effects and self-consciousness and disclosure.'' ...
... Using semistructured interview methodology with six participants with diabetes, issues relating to acceptability of and satisfaction with the devices were explored: ''Resulting broad themes were interference with daily activities; reliability and accuracy of the devices; practicality and ease of use; improvements in glycemic control; side effects and self-consciousness and disclosure.'' 21 The authors concluded that ''users' preferences and their assessment of acceptability will determine uptake and use of continuous glucose monitoring devices.'' 20 It is therefore essential to consider and evaluate this alongside clinical efficacy and cost-effectiveness as AP technology develops to a marketable device. ...
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Diabetes technology is a cornerstone of diabetes management in the 21st century, with advances in available devices over recent years playing a central role in the way that health care has progressed. Psychosocial interventions have been shown to have a positive impact on glycemic control, reduce psychological distress and reduce costs of health care. Addressing and improving psychosocial outcomes that complement biomedical improvements and looking to the future are crucial to enhance patient acceptance of artificial pancreas (AP) systems. To achieve closer collaboration and comparability across different AP research trials, a working group was established. Existing measures fail to adequately capture the extent to which human and psychological factors play a role in the uptake and efficient use of AP systems. Understanding these factors will ultimately lead to the most benefit for users. Reliable measures of the psychosocial impact of AP systems for users is crucial to ensure that (1) regulatory authorities are able to robustly consider these aspects as part of their approval process, (2) government and private payers are able to factor these aspects into their decisions regarding reimbursement, and (3) persons with diabetes maximize benefits in terms of both glycemic control and quality of life to minimize the burden of diabetes in everyday life. This working group will serve as a platform to foster exchange, identify research needs, and guide and initiate collaborative research laying the groundwork for optimal utilization of diabetes technology in clinical diabetes care. A close collaboration among all key stakeholders is crucial to ensure that devices are designed, trialed, approved, and provided with minimal user burden and maximum beneficial effect. © 2015 Diabetes Technology Society.
... Steed et al. 21 reported the development and piloting of an acceptability questionnaire for CGM devices. Using semistructured interview methodology with six participants with diabetes, issues relating to acceptability of and satisfaction with the devices were explored: ''Resulting broad themes were interference with daily activities; reliability and accuracy of the devices; practicality and ease of use; improvements in glycemic control; side effects and self-consciousness and disclosure.'' ...
... Using semistructured interview methodology with six participants with diabetes, issues relating to acceptability of and satisfaction with the devices were explored: ''Resulting broad themes were interference with daily activities; reliability and accuracy of the devices; practicality and ease of use; improvements in glycemic control; side effects and self-consciousness and disclosure.'' 21 The authors concluded that ''users' preferences and their assessment of acceptability will determine uptake and use of continuous glucose monitoring devices.'' 20 It is therefore essential to consider and evaluate this alongside clinical efficacy and cost-effectiveness as AP technology develops to a marketable device. ...
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Aim: This study aimed to systematically review the evidence base for the use of existing psychological and psychosocial measures suitable for use in artificial pancreas (AP) research. Materials and methods: This systematic review of published literature, gray literature, previous systematic reviews, and qualitative and economic studies was conducted using terms and abbreviations synonymous with diabetes, AP, and quality of life (QoL). Results: Two hundred ninety-two abstracts were identified that reported psychosocial assessment of diabetes-related technologies. Of these, nine met the inclusion criteria and were included. Only four of 103 ongoing trials evaluated psychosocial aspects as an outcome in the trial. Of these, treatment satisfaction, acceptance and use intention of AP, fear of hypoglycemia episodes, satisfaction with AP, and an unspecified QoL measure were used. Conclusions: A better understanding of the psychosocial side of AP systems and the extent to which human factors play a role in the uptake and efficient use of these systems will ultimately lead to the most benefit for people with diabetes.
... User satisfaction and acceptability of a glucose monitoring device are dependent on several interrelated factors, which include accuracy, ease of use, and utility in guiding treatment. 30 While both rt-CGM and FGM have been shown to improve time-in-range, user perception of accuracy of FGM appeared to be lower than rt-CGM, especially at lower glucose levels. This finding was consistent with previous studies, which showed that the accuracy of FGM is affected at low blood glucose levels, with a tendency to overestimate hypoglycemia. ...
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Aim: A user-calibrated real-time continuous glucose monitoring (rt-CGM) system is compared to a factory-calibrated flash glucose monitoring (FGM) system and assessed in terms of accuracy and acceptability in patients with Type 1 diabetes (T1D). Methods: Ten participants with T1D were enrolled from a specialist diabetes centre in Singapore and provided with Guardian Connect with Enlite Sensor (Medtronic, Northridge, CA, USA) and first-generation Freestyle Libre System (Abbott Diabetes Care, Witney, UK), worn simultaneously. Participants had to check capillary blood glucose four times per day. At the end of week 1 and week 2, participants returned for data download and were given a user evaluation survey. Results: Accuracy evaluation between Guardian Connect and Freestyle Libre includes the overall mean absolute relative difference (MARD) value (9.7±11.0% vs. 17.5±10.9%), Clarke Error Grid (CEG) zones A+B (98.6% vs. 98.1%), sensitivity (78.9% vs. 63.4%) and specificity (93.4% vs. 81.0%). Notably, time below range (<3.9 mmol/L) was 10.5% for FGM versus 2% for rt-CGM. From the evaluation survey, 90% vs. 30% of participants perceived rt-CGM to be more accurate than FGM, although majority found both devices to be easy to use, educational and useful in improving glycaemic control. However, due to the cost of sensors, only 30% were keen to use either device for continuous monitoring. Conclusion: Although rt-CGM was superior to FGM in terms of accuracy, the value of glucose trends in both devices is still useful in diabetes self-management. Patients and clinicians may consider either technology depending on their requirements. This article is protected by copyright. All rights reserved.
... 12 It is suggested that use of CGM should consider the users' preferences and their assessment of acceptance. 18 Therefore, both the experiences and thoughts of caregivers and users should be explored and generated among population with T2D. ...
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Introduction Studies suggest that continuous glucose monitors (CGMs) play an important role in the management of diabetes. Although general acceptance has been reported by patients with type 2 diabetes towards the use of CGMs, potential barriers exist like pain due to sensor insertion, accidental removal of the device or adhesive strip, impacts of daily activities, skin reactions to sensor adhesive, etc. This systematic review of qualitative studies aims to explore the perspectives, experiences and narratives of patients and caregivers about CGM use, and its barriers and facilitators. Methods and analysis This review will include qualitative studies and cross-sectional and longitudinal cohort studies using open-ended questions, published in English by 30 October 2021. The following electronic databases will be searched: Cochrane Library, PubMed, EMBASE, CINAHL, PsycINFO and Scopus. A search of grey literature will be conducted via an online search of Google Scholar, WorldCat, ClinicalTrials.gov and OpenGrey A combined search strategy using medical subject headings (MeSH), controlled vocabulary and ‘free-text’ terms will be appropriately revised to suit each database. Primary outcomes will include patient and caregiver perspectives on diabetes management regarding glucose control; living with CGM (quality of life, experience of wearing a CGM); psychological aspects (anxiety, depression, emotional burden); barriers (technical issues, financial issues) to use of CGM and thoughts (interpretation, understanding) on the CGM report. A qualitative meta-synthesis will be conducted employing a systematic literature search of existing literature, quality assessment using study-specific tools and an aggregative thematic synthesis by a multidisciplinary team. Ethics and dissemination Ethical approval is not required since this is a systematic review. The results will help improve clinical implementation of CGMs on part of both patients and caregivers. PROSPERO registration number CRD42020152211.
... Concepts from the TAM were selected to examine MTH usage as work using this model has shown that acceptability, which is determined by perceived usefulness and perceived ease of use, predicts usage behavior across a range of technologies. The information technology training provided, and the extent to which the technology is perceived to interfere in life, are two further factors shown to be related to technology usage [30,31], therefore, these factors are also included to address the question on predictors of MTH usage. ...
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Background: The role of technology in health care delivery has grown rapidly in the last decade. The potential of mobile telehealth (MTH) to support patient self-management is a key area of research. Providing patients with technological tools that allow for the recording and transmission of health parameters to health care professionals (HCPs) may promote behavior changes that result in improved health outcomes. Although for some conditions the evidence of the effectiveness of MTH is clear, to date the findings on the effects of MTH on diabetes management remain inconsistent. Objective: This study aims to evaluate an MTH intervention among insulin-requiring adults with diabetes to establish whether supplementing standard care with MTH results in improved health outcomes-glycated hemoglobin (HbA1c), blood pressure (BP), health-related quality of life (HRQoL), diabetes self-management behaviors, diabetes health care utilization, and diabetes self-efficacy and illness beliefs. An additional objective was to explore the acceptability of MTH and patients' perceptions of, and experience, using it. Methods: A mixed-method design consisting of a 9-month, two-arm, parallel randomized controlled trial (RCT) was used in combination with exit qualitative interviews. Quantitative data was collected at baseline, 3 months, and 9 months. Additional intervention fidelity data, such as participants' MTH transmissions and contacts with the MTH nurse during the study, were also recorded. Results: Data collection for both the quantitative and qualitative components of this study has ended and data analysis is ongoing. A total of 86 participants were enrolled into the study. Out of 86 participants, 45 (52%) were randomized to the intervention group and 36 (42%) to the control group. Preliminary data on MTH training sessions and MTH usage by intervention participants are presented in this paper. We expect to publish complete study results in 2015. Conclusions: The range of data collected in this study will allow for a comprehensive evaluation of processes and outcomes. The early results presented suggest that MTH usage decreases over time and that MTH participants would benefit from attending more than one training session. Trial registration: ClinicalTrials.gov NCT00922376; http://clinicaltrials.gov/ct2/show/NCT00922376 (Archived by WebCite at http://www.webcitation.org/6Vu4nhLI6).
Article
Objective To assess the relationship between remote digital monitoring (RDM) modalities for diabetes and intrusiveness in patients’ lives. Patients and Methods Online vignette-based survey (February 1 through July 1, 2019). Adults with diabetes (type 1, 2, or subtypes such as latent autoimmune diabetes of adulthood) assessed three randomly selected vignettes among 36 that combined different modalities for monitoring tools (three options: glucose- and physical activity [PA]–monitoring only, or glucose- and PA-monitoring with occasional or regular food monitoring), duration/feedback loops (six options: monitoring for a week before all vs before specific consultations with feedback given in consultation, vs monitoring permanently, with real-time feedback by one's physician vs by anoter caregiver, vs monitoring permanently, with real-time, artificial intelligence-generated treatment feedback vs treatment and lifestyle feedback), and data handling (two options: by the public vs private sector). We compared intrusiveness (assessed on a 5-point scale) across vignettes and used linear mixed models to identify intrusiveness determinants. We collected qualitative data to identify aspects that drove participants’ perception of intrusiveness. Results Overall, 1010 participants from 30 countries provided 2860 vignette-assessments (52% were type 1 diabetes). The monitoring modalities associated with increased intrusiveness were food monitoring compared with glucose- and PA-monitoring alone (β=0.34; 95% CI, 0.26 to 0.42; P<.001) and permanent monitoring with real-time physician-generated feedback compared with monitoring for a week with feedback in consultation (β=0.25; 95% CI, 0.16 to 0.34, P<.001). Public-sector data handling was associated with decreased intrusiveness as compared with private-sector (β=−0.15; 95% CI, −0.22 to −0.09; P<.001). Four drivers of intrusiveness emerged from the qualitative analysis: practical/psychosocial burden (eg, RDM attracting attention in public), control, data safety/misuse, and dehumanization of care. Conclusion RDM is intrusive when it includes food monitoring, real-time human feedback, and private-sector data handling.
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Background: Implementation research aims to facilitate the timely and routine implementation and sustainment of evidence-based interventions and services. A glaring gap in this endeavour is the capability of researchers, healthcare practitioners and managers to quantitatively evaluate implementation efforts using psychometrically sound instruments. To encourage and support the use of precise and accurate implementation outcome measures, this systematic review aimed to identify and appraise studies that assess the measurement properties of quantitative implementation outcome instruments used in physical healthcare settings. Method: The following data sources were searched from inception to March 2019, with no language restrictions: MEDLINE, EMBASE, PsycINFO, HMIC, CINAHL and the Cochrane library. Studies that evaluated the measurement properties of implementation outcome instruments in physical healthcare settings were eligible for inclusion. Proctor et al.'s taxonomy of implementation outcomes was used to guide the inclusion of implementation outcomes: acceptability, appropriateness, feasibility, adoption, penetration, implementation cost and sustainability. Methodological quality of the included studies was assessed using the COnsensus-based Standards for the selection of health Measurement INstruments (COSMIN) checklist. Psychometric quality of the included instruments was assessed using the Contemporary Psychometrics checklist (ConPsy). Usability was determined by number of items per instrument. Results: Fifty-eight publications reporting on the measurement properties of 55 implementation outcome instruments (65 scales) were identified. The majority of instruments assessed acceptability (n = 33), followed by appropriateness (n = 7), adoption (n = 4), feasibility (n = 4), penetration (n = 4) and sustainability (n = 3) of evidence-based practice. The methodological quality of individual scales was low, with few studies rated as 'excellent' for reliability (6/62) and validity (7/63), and both studies that assessed responsiveness rated as 'poor' (2/2). The psychometric quality of the scales was also low, with 12/65 scales scoring 7 or more out of 22, indicating greater psychometric strength. Six scales (6/65) rated as 'excellent' for usability. Conclusion: Investigators assessing implementation outcomes quantitatively should select instruments based on their methodological and psychometric quality to promote consistent and comparable implementation evaluations. Rather than developing ad hoc instruments, we encourage further psychometric testing of instruments with promising methodological and psychometric evidence. Systematic review registration: PROSPERO 2017 CRD42017065348.
Conference Paper
The design of an interface for a pervasive wearable device requires attention to a wide range of user contexts, but can also leverage multi-modality in a way that mobile devices cannot. As wearable devices become more pervasively used, design paradigms for multi-modal display are increasingly necessary. Here, we describe a qualitative study of users of Continuous Glucose Monitor (CGM) devices, focusing on the ways in which device alarms are used to display glucose status. Our findings suggest that good design of wearable multi-modal ambient display should balance the social and cognitive implications of display modalities, consider the ability of an ambient signal to communicate a larger bandwidth of information, and allow display modes and thresholds to be customized to the individual user.
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Background: In a research context, self-management solutions, which may range from simple book diaries to complex telehealth packages, designed to facilitate patients in managing their long-term conditions, have often shown cost-effectiveness, but their implementation in practice has frequently been challenging. Methods: We conducted an interpretive qualitative synthesis of relevant articles identified through systematic searches of bibliographic databases in July 2014. We searched PubMed (Medline/NLM), Web of Science, LISTA (EBSCO), CINAHL, Embase and PsycINFO. Coding and analysis was inductive, using the framework method to code and to categorise themes. We took a sensemaking approach to the interpretation of findings. Results: Fifty-eight articles were selected for synthesis. Results showed that during adoption, factors identified as facilitators by some were experienced as barriers by others, and facilitators could change to barriers for the same adopter, depending on how adopters rationalise the solutions within their context when making decisions about (retaining) adoption. Sometimes, when adopters saw and experienced benefits of a solution, they continued using the solution but changed their minds when they could no longer see the benefits. Thus, adopters placed a positive value on the solution if they could constructively rationalise it (which increased adoption) and attached a negative rationale (decreasing adoption) if the solution did not meet their expectations. Key factors that influenced the way adopters rationalised the solutions consisted of costs and the added value of the solution to them and moral, social, motivational and cultural factors. Conclusions: Considering 'barriers' and 'facilitators' for implementation may be too simplistic. Implementers could instead iteratively re-evaluate how potential facilitators and barriers are being experienced by adopters throughout the implementation process, to help adopters to retain constructive evaluations of the solution. Implementers need to pay attention to factors including (a) cost: how much resource will the intervention cost the patient or professional; (b) moral: to what extent will people adhere because they want to be 'good' patients and professionals;
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Background Improved blood-glucose control decreases the progression of diabetic microvascular disease, but the effect on macrovascular complications is unknown. There is concern that sulphonylureas may increase cardiovascular mortality in patients with type 2 diabetes and that high insulin concentrations may enhance atheroma formation. We compared the effects of intensive blood-glucose control with either sulphonylurea or insulin and conventional treatment on the risk of microvascular and macrovascular complications in patients with type 2 diabetes in a randomised controlled trial. Methods 3867 newly diagnosed patients with type 2 diabetes, median age 54 years (IQR 48-60 years), who after 3 months' diet treatment had a mean of two fasting plasma glucose (FPG) concentrations of 6.1-15.0 mmol/L were randomly assigned intensive policy with a sulphonylurea (chlorpropamide, glibenclamide, or. glipizide) or with insulin, or conventional policy with diet. The aim in the intensive group was FPG less than 6 mmol/L. in the conventional group, the aim was the best achievable FPG with diet atone; drugs were added only if there were hyperglycaemic symptoms or FPG greater than 15 mmol/L. Three aggregate endpoints were used to assess differences between conventional and intensive treatment: any diabetes-related endpoint (sudden death, death from hyperglycaemia or hypoglycaemia, fatal or non-fatal myocardial infarction, angina, heart failure, stroke, renal failure, amputation [of at least one digit], vitreous haemorrhage, retinopathy requiring photocoagulation, blindness in one eye,or cataract extraction); diabetes-related death (death from myocardial infarction, stroke, peripheral vascular disease, renal disease, hyperglycaemia or hypoglycaemia, and sudden death); all-cause mortality. Single clinical endpoints and surrogate subclinical endpoints were also assessed. All analyses were by intention to treat and frequency of hypoglycaemia was also analysed by actual therapy. Findings Over 10 years, haemoglobin A(1c) (HbA(1c)) was 7.0% (6.2-8.2) in the intensive group compared with 7.9% (6.9-8.8) in the conventional group-an 11% reduction. There was no difference in HbA(1c) among agents in the intensive group. Compared with the conventional group, the risk in the intensive group was 12% lower (95% CI 1-21, p=0.029) for any diabetes-related endpoint; 10% lower (-11 to 27, p=0.34) for any diabetes-related death; and 6% lower (-10 to 20, p=0.44) for all-cause mortality. Most of the risk reduction in the any diabetes-related aggregate endpoint was due to a 25% risk reduction (7-40, p=0.0099) in microvascular endpoints, including the need for retinal photocoagulation. There was no difference for any of the three aggregate endpoints the three intensive agents (chlorpropamide, glibenclamide, or insulin). Patients in the intensive group had more hypoglycaemic episodes than those in the conventional group on both types of analysis (both p<0.0001). The rates of major hypoglycaemic episodes per year were 0.7% with conventional treatment, 1.0% with chlorpropamide, 1.4% with glibenclamide, and 1.8% with insulin. Weight gain was significantly higher in the intensive group (mean 2.9 kg) than in the conventional group (p<0.001), and patients assigned insulin had a greater gain in weight (4.0 kg) than those assigned chlorpropamide (2.6 kg) or glibenclamide (1.7 kg). Interpretation Intensive blood-glucose control by either sulphonylureas or insulin substantially decreases the risk of microvascular complications, but not macrovascular disease, in patients with type 2 diabetes. None of the individual drugs had an adverse effect on cardiovascular outcomes. All intensive treatment increased the risk of hypoglycaemia.
Article
Objective: A continuous glucose monitor satisfaction scale (CGM-SAT) was evaluated during a 6-month randomized controlled trial of the GlucoWatch G2 Biographer (GW2B) in youths with type 1 diabetes. Research design and methods: At the end of the 6-month trial, 97 parents and 66 older children who had been randomized to the GW2B group completed the CGM-SAT, which assesses satisfaction on 37 items using a five-point Likert scale. Descriptive analysis, calculation of several reliability estimates, and assessment of concurrent validity were performed. Results: The CGM-SAT demonstrated high internal reliability (Cronbach's alpha = 0.95 for parents and 0.94 for youths aged > or = 11 years), split-half reliability (rho = 0.91 for parents and 0.93 for youths), and parent-adolescent agreement (rho = 0.68, P < 0.001). Convergent validity was supported by marginally significant associations with treatment adherence and frequency of GW2B use. CGM-SAT scores did not correlate significantly with changes in treatment adherence, quality of life, or diabetes-related anxiety from baseline to 6 months. Mean scores on CGM-SAT items indicated that 81% of parental responses and 73% of youths' responses were less favorable than "neutral." Descriptive analysis indicated the GW2B requires substantial improvement before it can achieve widespread clinical utility and acceptance. Conclusions: The results supported the psychometric properties of the CGM-SAT. The CGM-SAT warrants further research use and cross-validation with other continuous glucose monitors. This study provides a benchmark for comparison with new glucose sensors.
Article
The Diabetes Control and Complications Trial has demonstrated that intensive diabetes treatment delays the onset and slows the progression of diabetic complications in subjects with insulin-dependent diabetes mellitus from 13 to 39 years of age. We examined whether the effects of such treatment also occurred in the subset of young diabetic subjects (13 to 17 years of age at entry) in the Diabetes Control and Complications Trial. One hundred twenty-five adolescent subjects with insulin-dependent diabetes mellitus but with no retinopathy at baseline (primary prevention cohort) and 70 adolescent subjects with mild retinopathy (secondary intervention cohort) were randomly assigned to receive either (1) intensive therapy with an external insulin pump or at least three daily insulin injections, together with frequent daily blood-glucose monitoring, or (2) conventional therapy with one or two daily insulin injections and once-daily monitoring. Subjects were followed for a mean of 7.4 years (4 to 9 years). In the primary prevention cohort, intensive therapy decreased the risk of having retinopathy by 53% (95% confidence interval: 1% to 78%; p = 0.048) in comparison with conventional therapy. In the secondary intervention cohort, intensive therapy decreased the risk of retinopathy progression by 70% (95% confidence interval: 25% to 88%; p = 0.010) and the occurrence of microalbuminuria by 55% (95% confidence interval: 3% to 79%; p = 0.042). Motor and sensory nerve conduction velocities were faster in intensively treated subjects. The major adverse event with intensive therapy was a nearly threefold increase of severe hypoglycemia. We conclude that intensive therapy effectively delays the onset and slows the progression of diabetic retinopathy and nephropathy when initiated in adolescent subjects; the benefits outweigh the increased risk of hypoglycemia that accompanies such treatment. (J PEDIATR 1994;125:177-88)
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Assistive technology (AT) is defined in this paper as 'any device or system that allows an individual to perform a task that they would otherwise be unable to do, or increases the case and safety with which the task can be performed' (Cowan and Turner-Smith 1999). Its importance in contributing to older people's independence and autonomy is increasingly recogrused, but there has been little research into the viability of extensive installations of AT. This paper focuses on the acceptability of AT to older people, and reports one component of a multidisciplinary research project that examined the feasibility, acceptability, costs and outcomes of introducing AT into their homes. Sixty-seven people aged 70 or more years were interviewed in-depth during 2001 to find out about their use and experience of a wide range of assistive technologies. The findings suggest a complex model of acceptability, in which a 'felt need' for assistance combines with 'product quality'. The paper concludes by considering the tensions that may arise in the delivery of acceptable assistive technology.
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This article asks under what circumstances controversial technologies would be considered seriously for remediation instead of being rejected out of hand. To address this question, the authors developed a conceptual framework called public acceptability of controversial technologies (PACT). PACT considers site-specific, decision-oriented dialogues among the individuals and groups involved in selecting or recommending hazardous waste remediation technologies. It distinguishes technology acceptability, that is, a willingness to consider seriously, from technology acceptance, the decision to deploy. The framework integrates four dimensions: (1) an acceptability continuum that underlies decision-oriented dialogues among individuals and constituency groups, (2) the attributes of these individuals and groups, (3) the attributes of the technology at issue, and (4) the community context - social, institutional, and physical. This article describes and explores PACT as a tool for understanding and better predicting the acceptability of controversial technologies.
Article
Some glucose monitoring systems (GMS) are available nowadays and a number are in the approval/clinical development process. Up to now some clinical-experimental and clinical studies were performed evaluating the reliability of these GMS. Unfortunately, no standardized approach is used which practically prevent any comparison between the different GMS. At least in Europe it is relatively (too?) easy to get a CE-mark. Therefore, a standardized staged approach (comparable to that of the clinical development of new drugs) should be invented: Before the clinical development starts, clear specifications and targets should be defined in order to be able to critically review throughout the development program if such requirements are fulfilled or not (“achievement of mile stones”). In the first step, clinical-experimental studies with human beings should be performed. In glucose clamps studies the blood glucose levels should be kept constant at certain glucose levels for prolonged periods of time. In the second step, the evaluation should be performed under more clinical conditions with patients with diabetes under the conditions of an in-house setting. Patients are not confined to bed, are allowed to consume food ad libitum (or receive test meals, respectively) and maintain their usual diabetes therapy. Under such safe conditions any risk for the patient by erroneous glucose measurements of the GMS can be avoided. This also allows to evaluate the impact of different calibration procedures on the reliability of the measurements. In the third and last step, larger groups of patients should use the system on their own at home, making long-term use of the GMS. If the GMS shows a reliable performance in all such studies, one can assume that its use is safe and that it helps patients with diabetes to optimize their metabolic-control. Use of the proposed standardized clinical development procedure would allow comparing the results obtained with different GMS. The advantages and disadvantages will be discussed in detail. From my point of view there is a pressing need for a careful, critical and thorough evaluation of GMS before they come into the market.
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Assistive technology (AT) is defined in this paper as ‘any device or system that allows an individual to perform a task that they would otherwise be unable to do, or increases the ease and safety with which the task can be performed’ (Cowan and Turner-Smith 1999). Its importance in contributing to older people's independence and autonomy is increasingly recognised, but there has been little research into the viability of extensive installations of AT. This paper focuses on the acceptability of AT to older people, and reports one component of a multi-disciplinary research project that examined the feasibility, acceptability, costs and outcomes of introducing AT into their homes. Sixty-seven people aged 70 or more years were interviewed in-depth during 2001 to find out about their use and experience of a wide range of assistive technologies. The findings suggest a complex model of acceptability, in which a ‘felt need’ for assistance combines with ‘product quality’. The paper concludes by considering the tensions that may arise in the delivery of acceptable assistive technology.