Skip to main content
Top
Gepubliceerd in: Journal of Foot and Ankle Research 1/2023

Open Access 01-12-2023 | Research

Health Literacy predicts incident foot ulcers after 4 years – the SHELLED cohort study

Auteurs: Pamela Chen, Michele Callisaya, Karen Wills, Timothy Greenaway, Tania Winzenberg

Gepubliceerd in: Journal of Foot and Ankle Research | Uitgave 1/2023

share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail
insite
ZOEKEN

Abstract

Aims/hypothesis

To determine whether health literacy is associated with an index diabetes-related foot ulcer (DFU).

Methods

The SHELLED Study is a 4-year prospective study of people with diabetes aged over 40 with no history of DFU. The primary outcome was development of a first foot ulcer. Health Literacy was measured using the short form Test of Functional Health Literacy in Adults (s-TOFHLA) and nine domains of the Health Literacy Questionnaire (HLQ).

Results

Of 222 participants, 191 (86.0%) completed the study, of whom 13 (5.9%) developed an incident ulcer. In multivariable models, every unit increase in S-TOFHLA was associated with a reduced odds of foot ulcer development by 6% (OR 0.94, 95% CI 0.88 to 0.99). Better scores on two HLQ domains reduced the odds of foot ulcer (actively managing my health (OR 0.23, 95% CI 0.08 to 0.65) and understanding health information well enough to know what to do (OR 0.39, 95% CI 0.19 to 0.78). This was independent of baseline risk for foot disease.

Conclusions/interpretation

These data provide novel evidence that health literacy is an important clinical risk factor for index foot ulceration. This is an area of potential focus for research and development of educational programs or policy aimed at reducing development of incident foot ulceration.
Opmerkingen

Supplementary Information

The online version contains supplementary material available at https://​doi.​org/​10.​1186/​s13047-023-00644-w.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Afkortingen
SHELLED study
Southern Tasmanian Health Literacy and Foot Ulcer Development in Diabetes study
S-TOFHLA
Short form Test of Functional Health Literacy in Adults
HLQ
Health Literacy Questionnaire
PHQ-9
Patient Health Questionnaire
MOCA
Montreal Cognitive Assessment

Introduction

Diabetes-related foot disease is one of the most devastating end-stage complications of diabetes. It is a leading cause of diabetes related disability burden [1] and affects up to 26.1 million people worldwide annually [2]. It precedes up to 75% of amputations in people with diabetes [3], and has unacceptably high mortality rates. The 5-year life expectancy of someone with diabetes-related foot disease is around 40% [4]. In addition, diabetes-related foot disease is detrimental to mental and emotional health [5], and is the leading cause of diabetes-related hospitalizations globally [3].
Identification of people at risk and taking appropriate preventative interventions as part of integrated foot care are considered cornerstones to preventing index or recurrent diabetes-related foot ulcers [6, 7]. These include professional foot care, structured education, preventative footwear and regular foot examinations [8]. However, on top of maintaining optimal glycemic control through glucose management and lifestyle changes, these components of behavioural change can be complex and overwhelming for patients. Interactions between healthcare provider and consumer, and ability to incorporate education or counselling on effective behaviour change may be key to improving ulcer prevention as part of wider biopsychosocial models of care [9].
A critical component underpinning the interactions between healthcare consumers and providers and the wider health system is health literacy. One way of defining health literacy is as ‘the cognitive and social skills which determine the motivation and ability of individuals to gain access to, understand, and use information in ways which promote and maintain good health’ [10]. However, the definition of health literacy continues to evolve as a new construct, and has had numerous definitions based on varying interpretations of it as an individual skill or at a societal level [11]. The schema proposed by Nutbeam [10] of health literacy as an individual skill describes the most basic functional health literacy as reading or writing skills required to be able to understand health information. Communicative or interactive health literacy is more complex and involves skills to extract and derive meaning from different types of communication. The most advanced critical health literacy requires skills in analysis of information and applying this to personal health circumstances [10]. These are arguably crucial skills required to successfully manage diabetes, as well as to adhere to recommendations needed to prevent foot ulceration [12, 13].
Health literacy deficits are a major barrier to self-care in people with diabetes [14]. An individual with poor health literacy, or whose health literacy needs are inadequately supported, can be disadvantaged when attempting to engage in strategies for diabetes management and foot ulcer prevention [15]. There are established associations between poor health literacy and diabetes-related complications of retinopathy and cerebrovascular disease [16], and limited cross-sectional data suggesting functional health literacy may be associated with foot ulceration [17]. Whilst we have previously reported no relationship between functional health literacy and risk factors for foot disease from cross-sectional data from this study [18], the importance of other aspects of health literacy, as well as longitudinal data which would strengthen the cross-sectional evidence, is lacking. Therefore, the aim of this study was to examine the association between health literacy and the development of an index diabetes-related foot ulcer over 4 years. Understanding this key relationship may facilitate improvement of diabetes-related foot disease prevention.

Subjects

The Southern Tasmanian Health Literacy and Foot Ulcer Development in Diabetes (SHELLED) study is a 4-year longitudinal study aiming to determine the associations of health literacy with incident foot ulceration in people with diabetes.
Participants were recruited from the Royal Hobart Hospital’s Diabetes Centre Outpatient clinics between January 2015 and July 2016. Details on recruitment, data collection and questionnaires used have been described elsewhere [18]. In brief, participants were eligible if they were aged > 40 and had established diabetes mellitus diagnosed according to WHO criteria [19]. Exclusion criteria included those with a history of amputation, ulceration, a diagnosis of peripheral neuropathy attributed to causes other than diabetes, psychotic disorders, dementia, blindness, or were unable to converse in English.

Materials and methods

This was a 4-year prospective longitudinal study aimed at determining whether health literacy predicted occurrence of an index diabetes-related foot ulcer. The primary outcome was whether a participant developed an index diabetes-related foot ulcer (defined as a full thickness lesion below the ankle that was present for > 2 weeks) during the 4-year follow-up period. This was assessed by self-report during annual phone follow-ups conducted by a research assistant, with confirmation either via hospital medical records or by contacting the participant’s general practitioner.
The exposure of interest, health literacy was measured using the short form Test of Functional Health Literacy in Adults (S-TOFHLA) and the Health Literacy Questionnaire (HLQ). The S-TOFHLA is a timed, 36-item test of comprehension using a modified cloze procedure. Participants are required to complete two passages, one containing instructions to have an x-ray and the other, from the “patients’ rights and responsibilities” section of an American Medicaid application form [20]. The Australian equivalents of American terms were provided to participants prior to the test being administered. The S-TOFHLA has a scoring range of 0–36 and regularly categorized into adequate (> 22/36), marginal (17–22/36) and inadequate (< 17/36) functional health literacy respectively, although the cut-offs are population specific [21]. The S-TOFHLA is widely used and has excellent reliability (Cronbach’s alpha 0.98) and validity (0.91) [20, 22].
The HLQ is a more holistic assessment of health literacy, consisting of 9 scales assessing the following domains: 1. Feeling understood and supported by healthcare professionals (4 items); 2. Having sufficient information to manage my health (4 items); 3. Actively managing my health (5 items); 4. Social support for health (5 items); 5. Appraisal of health information (5 items); 6. Ability to actively engage with healthcare providers (5 items); 7. Navigating the health system (5 items); 8. Ability to find good health information (5 items); and 9. Understanding health information well enough to know what to do (5 items). Scales 1 to 5 are scored out of 4 (strongly disagree, disagree, agree, strongly agree). Scales 6 to 9 measure difficulty of health-related tasks by the individual, and are scored out of 5 (cannot do or always difficult, usually difficult, sometimes difficult, usually easy and always easy). Composite reliability of the HLQ ranges between 0.77 and 0.89 [23].
Risk factors for diabetes-related foot disease were assessed by a podiatrist according to the most current Australian guidelines [24] at the time the study protocol was developed (2014) and have been previously described [18]. In brief, they included testing for loss of protective sensation (using the Semmes-Weinstein 10 g monofilament and vibration perception), assessment of peripheral artery disease (Ankle-Brachial Index) and foot deformity using the 6-point foot deformity score. As per Australian National guidelines [24], participants were classified according to the number of these risk factors they had at the time of assessment into categories of low (0 risk factors), medium (1 risk factor) or high (2 or more risk factors) risk for diabetes-related foot disease.
Demographic characteristics (age, gender, employment status), medical history (duration and type of diabetes, insulin therapy), years of educational attainment and household income bracket were assessed by questionnaire. Other covariates identified as potentially influencing health literacy as well as foot ulcer development according to biopsychosocial models of care were also assessed included diabetes self-efficacy (Diabetes Management Self-Efficacy Scale [25]), foot care self-efficacy (Foot Care Confidence Scale [26]), depression (Patient Health Questionnaire-9 [27]), diabetes-related distress (Diabetes Distress Scale [28]), diabetes knowledge (Diabetes Knowledge Questionnaire [29]) and foot care behaviour (Foot Care Behaviour Scale) which were assessed by validated questionnaires as has previously been described [18]. The Montreal Cognitive Assessment (MOCA) [30]) was administered when participants attended for their foot assessment. The MOCA is a validated screening tool with scores < 26/30 indicative of mild cognitive impairment in people with diabetes [30].

Statistics

The sample size of 220 was calculated as the number of participants needed to detect differences in associations of S-TOFHLA categories (adequate vs inadequate health literacy) with foot ulcer incidence over 4 years. We projected that 60% of our study sample would have inadequate health literacy based on estimates by the Australian Bureau of Statistics [31]. Based on global foot ulceration incidence of between 2 and 5% in developed countries [32, 33], we would have power at 80% to detect a 3.8% difference in foot ulcer incidence in people with inadequate and adequate health literacy.
Participants were considered lost to follow up if they were unable to be contacted at the completion of the 4th year of follow up and had not had an incident ulcer, or if they were noted as deceased on their hospital medical records without a known incident ulcer. Those with incident ulceration who died before the end of follow-up were considered to have completed the study as they had attained the outcome of interest.
Logistic regression was used to estimate the associations of health literacy with development of incident foot ulceration over 4 years. Ten models were performed, one for S-TOFHLA scores and one for each of the nine health literacy domains measured by the HLQ [23]. Models were weighted according to the inverse probability of each participant not completing the 4 year follow up period. Odds Ratios indicate the odds of an individual developing an index foot ulcer with increasing scores for each independent variable. Potential confounders were selected based on clinical and biological plausibility and if considered not to be on the causal pathway between health literacy and foot ulcer development. Final models were selected based on residual deviance of overall models, and adequacy confirmed using the Hosmer-Lemeshow goodness of fit test.
All analyses were performed in R V 1.10.44 (R Core Team, 2018) using the package VGAM [34].

Ethics

This study was approved by the University of Tasmania Human Research Ethics Committee (H0014284).

Patient and public involvement

No patients were involved in setting the research question or the outcome measures, nor were they involved in developing plans for recruitment, design, or implementation of the study. No patients were asked to advise on interpretation or writing up of results. All participants were provided education on foot ulcer prevention and where concerns of depression (PHQ-9) were identified these were communicated to participants’ treating medical practitioner for follow up.

Results

Participant characteristics

Figure 1 shows participant flow through the study. Of four hundred and eleven people who were approached, 222 enrolled and completed baseline assessments. At the end of 4 years, 191(86.0%) completed the study, of whom 178 (80.1%) were ulcer-free and 13 (5.9%) developed an incident ulcer. There were 25 deaths with a mortality rate of 11.3%. The 31 participants who were lost to follow up were older, more likely to be male, have a lower S-TOFHLA score, and had a longer duration of diabetes compared to those who completed the study (Supplementary Table 1).
Table 1 shows the baseline characteristics of the whole study sample and of participants by ulcer status at 4 years. Participants were predominantly (58.6%) male with mean age 60.5 (SD 10.7) years. Their mean duration of diabetes was 18.0 (SD 13.4) years and 173 (77.9%) were insulin dependent. The mean MOCA (cognition) score was 25.7 (SD 3.5) out of 30 and mean score on the Patient Health Questionnaire (PHQ-9) was 7.2 (SD 6.3). 127 (57%) were at low, 81 (36.5%) medium and 14 (6.3%) at high risk of foot disease at baseline [24]. Those who developed an incident ulcer had a higher BMI, lower S-TOFHLA, HLQ and MOCA scores, and were more likely to score higher on the PHQ-9 questionnaire than those who did not develop (Table 1) an incident ulcer.
Table 1
Baseline characteristics of the study sample and of participants by foot ulcer status after 4 years
Variable
Whole sample (n = 222)a
Completed study (n = 191)
Developed ulcer (n = 13)
Did not develop ulcer (n = 178)
Age
60.5 (10.7)
63.9 (12.1)
60.3 (10.1)
Male, n(%)
130 (58.6)
8 (61.7)
100 (56.2)
Years of formal education
11.3 (3.3)
10.1 (1.8)
11.5 (3.5)
STOFHLA score (0–36)
31.9 (6.7)
28.4 (10.2)
32.8 (5.2)
HLQ Domain Scores
1: Feeling understood and supported by health professionals
3.26 (0.52)
3.11 (0.55)
3.26 (0.53)
2: Having sufficient information to manage health
3.06 (0.45)
2.96 (0.32)
3.07 (0.46)
3. Actively managing my health
2.81 (0.50)
2.40 (0.66)
2.83 (0.48)
4. Social support for health
2.97 (0.60)
2.75 (0.55)
2.96 (0.61)
5. Appraisal of health information
2.83 (0.57)
2.52 (0.67)
2.85 (0.56)
6. Ability to actively engage with health professionals
4.07 (0.69)
2.68 (1.03)
4.09 (0.67)
7. Navigating the healthcare system
3.94 (0.64)
3.63 (0.65)
3.96 (0.63)
8. Ability to find good health information
3.84 (0.76)
3.37 (0.89)
3.88 (0.75)
9. Understanding health information well enough to know what to do
4.00 (0.68)
3.42 (0.87)
4.05 (0.66)
BMI (kg/m2)
33.6 (8.1)
35.1 (11.8)
33.7 (8.0)
Duration of diabetes (years)
18.0 (13.4)
18.6 (9.9)
17.2 (13.6)
Insulin therapy, n(%)
173 (77.9)
12 (92.3)
135 (75.8)
PHQ-9 (0–27)
7.2 (6.3)
10.1 (7.7)
7.0 (6.2)
Diabetes Distress (0–6)
1.7 (0.8)
2.0 (0.9)
1.7 (0.8)
DMSES (0–10)
9.5 (1.7)
7.98 (1.78)
9.61 (1.74)
MOCA (0–30)
25.7 (3.5)
22.4 (4.3)
26.2 (3.2)
Diabetes Knowledge (0–100)
73.2 (19.0)
65.0 (24.2)
74.3 (18.1)
Current smoker, n(%)
33 (14.9)
1 (7.6)
29 (16.3)
Data presented as mean(SD) unless otherwise indicated. Numbers in brackets after each variable is the possible score range where relevant
S-TOFHLA Short form Test of Functional Health Literacy in Adults, HLQ Health Literacy Questionnaire, BMI Body Mass Index, PHQ-9 Patient Health Questionnaire – 9 items, DMSES Diabetes Management Self-Efficacy Scale, MOCA Montreal Cognitive Assessment; HLQ domains 1–5 are scored out of 4, and domains 6–9 are scored out of 5
aExcept for BMI, PHQ score and diabetes distress (n = 221) and years of formal education (n = 220)

Associations of health literacy with incident foot ulcer development at 4 years

Table 2 shows the odds ratios (ORs) for development of an incident ulcer at 4 years per unit increase in health literacy in separate models for the S-TOFHLA and for each health literacy domain measured by the HLQ.
Table 2
Univariable and multivariable associations of each health literacy measure with odds of incident diabetes-related foot ulcer development over 4 years
Variable
Univariable
Multivariable modela
Multivariable modela adjusted for cognition
OR
95% CI
OR
95% CI
OR
95% CI
S-TOFHLA model
S-TOFHLA
0.92
0.86, 0.99
0.94
0.88, 0.99
1.02
0.94, 1.12
Models of HLQ domains
Domain 1: Feeling understood and supported by health professionals
  HLQ – domain 1
0.60
0.21, 1.72
0.53
0.19, 1.45
0.58
0.20, 1.62
Domain 2: Having sufficient information to manage health
  HLQ – domain 2
0.58
0.15, 2.05
0.59
0.16, 2.05
0.51
0.13, 1.88
Domain 3: Actively managing my health
  HLQ – domain 3
0.20
0.06, 0.60
0.23
0.08, 0.65
0.17
0.05, 0.50
Domain 4: Social support for health
  HLQ – domain 4
0.58
0.25, 1.39
0.53
0.24, 1.22
0.46
0.20, 1.12
Domain 5: Appraisal of health information
  HLQ – domain 5
0.40
0.16, 1.01
0.42
0.17, 1.04
0.47
0.19, 1.09
Domain 6: Ability to actively engage with healthcare professionals
  HLQ – domain 6
0.48
0.23, 1.005
0.56
0.28, 1.15
0.68
0.34, 1.36
Domain 7: Navigating the healthcare system
  HLQ – domain 7
0.49
0.22, 1.11
0.56
0.26, 1.24
0.63
0.29, 1.35
Domain 8: Ability to find good health information
  HLQ – domain 8
0.48
0.25, 0.93
0.56
0.30, 1.06
0.72
0.39, 1.33
Domain 9: Understanding health information well enough to know what to do
  HLQ – domain 9
0.32
0.15, 0.67
0.39
0.19, 0.78
0.55
0.27, 1.10
Bold denotes statistically significant
Models weighted according to inverse probability of each participant remaining in the study over 4 years
Abbreviations: S-TOFHLA Short form Test of Functional Health Literacy in Adult, MOCA Montreal Cognitive Assessment, HLQ Health Literacy Questionnaire
aMultivariable models adjusted for years of formal education, age, gender and BMI
After adjustment for age, gender, BMI and education level, better health literacy scores on the S-TOFHLA and two HLQ domains were protective against foot ulcer development. Every unit increase in S-TOFHLA score reduced the odds of foot ulcer development by 6% (OR 0.94, 95% CI 0.88, 0.99) (Table 2). Of the HLQ domains, actively managing my health and understanding health information well enough to know what to do were also associated with a first foot ulcer. For the former, each unit increase in mean HLQ domain score (i.e. a 1-unit improvement on the 4-point Likert scale) was associated with a 77% reduction in odds of incident foot ulcer (OR 0.23, 95% CI 0.08, 0.65). For the latter, each unit increase (i.e. a 1-unit improvement on the 5-point Likert scale) was associated with a 61% reduction in odds of a first foot ulcer (OR 0.39, 95%CI 0.19, 0.78).
After further adjustment of the models for cognition (MOCA score), only the protective effect of the HLQ domain actively managing my health (OR 0.17, 95% CI 0.05, 0.50) persisted. Scores on the MOCA were statistically significantly associated with index foot ulceration in all models, with reductions in odds ratios ranging for 17–23% per unit increase in MOCA score. Odds ratios ranged from 0.83 (95%CI (0.72 to 0.96) for domain 9, to 0.77 (95%CI 0.65 to 0.88) and 0.77 (95%CI 0.63 to 0.94) for domain 3 and the S-TOFHLA respectively. Further adjustment for duration of diabetes, insulin therapy, baseline category of risk for foot disease at study enrolment, diabetes distress and depression or any other covariate measured did not materially change the magnitude or statistical inference of results (data not shown).

Discussion

This longitudinal study provides novel data that functional and multiple domains of health literacy may be crucial in preventing a first foot ulcer. It is the first to prospectively investigate the relationship between health literacy and incident foot ulcer development in people with diabetes, enhancing previous evidence from cross-sectional data on this relationship [17]. Two domains of the HLQ, understanding health information well enough to know what to do and actively managing my health as well as functional health literacy measured by the S-TOFHLA were associated with potentially clinically important reductions of up to 77% in the odds of developing a foot ulcer at 4 years. Additionally, cognitive impairment was independently associated with foot ulceration in all models, with every unit increase in MOCA score reducing the odds of incident foot ulcer development by between 17 and 23%. Consideration should be given as to whether policymakers and health care providers should identify people with health literacy and cognitive deficits so as to target them for interventions to improve health literacy, and tailor educational programs and other interventions for diabetes-related foot disease prevention to meet their needs.
Health literacy could have a key role to play in incident foot ulcer prevention. In this study, both S-TOFHLA and HLQ domain of understanding health information well enough to know what to do performed similarly in regression models and better scores were protective for incident foot ulceration. This is unsurprising. The HLQ domain understanding health information well enough to know what to do broadly matches the Nutbeam schema of functional health literacy [23] so individuals scoring poorly on this domain are expected to have problems understanding written health information or instructions about treatment or medications, and are unable to read or write well enough to complete medical forms [23]. By extension, they would thus be expected to perform poorly on the S-TOFHLA, which tests these capabilities [20]. Evidence from previous cross-sectional data from two studies of 1278 participants pooled by meta-analysis demonstrated a clinically important, but not statistically significant doubling of the odds of foot disease among people with inadequate compared to adequate functional health literacy [17]. There are a number of ways in which this relationship is supported and strengthened in the present study. First, there were consistent protective effects seen for both self-reported and objective measures of functional health literacy, Second, it is of longitudinal design and assesses incident foot ulceration as opposed to relying upon self-report history of ulceration as seen in previous studies. Overall, it provides compelling evidence that an important role of functional health literacy deficits in incident foot ulcer development is likely. Thus, it may be reasonable to attempt to mitigate potential effects, for example by taking “universal precautions”, that is, assuming all patients may have difficulties comprehending health information and minimising the risk of miscommunication through simplifying communication and confirming comprehension [35].
The tenets of diabetes-related foot prevention are heavily reliant on an individual (or their carer) routinely undertaking actions to minimize risk of developing foot disease. Basic requirements include, but are not limited to adhering to recommended footwear, performing regular foot inspections (including daily self-monitoring of skin temperatures) and maintaining optimal foot and skin hygiene [6] in addition to the demands of optimal diabetes self-management. It is thus imperative for patients to be engaged with and prioritize their healthcare needs. In our study, the HLQ domain actively managing my health had the greatest protective effect on incident foot ulceration, with a 83% reduction in odds of first foot ulcer in the model with MOCA, and 77% reduction in the model without, independent of baseline risk of foot disease in our study. Better scores have also recently been shown to have the strongest protective effects amongst all nine HLQ domains for admission and mortality [36]. Clearly, there is growing evidence this is a clinically important aspect of health literacy with critical implications for health outcomes. Individuals scoring poorly in this domain take little ownership, fail to see health as a personal responsibility, and subsequently are not engaged in their healthcare [23]. They are passive receivers of healthcare, perceiving it as something “done to them” [23]. Addressing this deficit could help prevent index foot ulceration, with potential strategies including understanding ways to improve engagement and ownership of health through co-design of health services, emphasizing shared decision making and goal setting and calling on existing support networks when providing diabetes-related foot care education.
Based on the key aspects of health literacy that may impact on incident foot disease development identified in this study, we propose a range of strategies to address poor health literacy which could be implemented or tested. First, assume all patients may have difficulties comprehending health information and simplify communication and confirm comprehension to minimize the risk of miscommunication, otherwise known as taking “universal precautions” in health literacy [35]. This approach has been shown to improve medication adherence in vulnerable patients with rheumatoid arthritis [37], but research into diabetic foot prevention is still lacking. Therefore, as a priority, we recommend further research on interventions to improve health literacy, and the effect of this improvement on long term diabetes complications such as foot disease. There is recent evidence suggesting health literacy interventions may be effective in improving health literacy, as well as knowledge, self-efficacy, and more importantly behavioural change as part of wider contemporary health behaviour models but this is limited by being at high risk of bias, and criticized for insufficiently poor reporting to allow for replication of interventions [38]. Furthermore, no studies have addressed diabetes-related foot disease or measured long-term disease outcomes. Third, attempt to improve patient engagement by using co-design to improve healthcare service delivery, as well as shared decision making and goal setting at the individual level. Finally, engage an individual’s support networks and community to attenuate the effects of poor health literacy. Support networks play an important role in diabetes management and complications prevention [39], and having poor informational, emotional and practical supports have been associated with higher rates of macrovascular complications in diabetes [40].
Cognitive decline is a crucial issue afflicting people with diabetes with significant implications. People with diabetes are at a 50% increased risk of having two or more cognitive deficits that interfere with daily activities [41], and cognitive impairment predisposes people with diabetes to acute complications such as severe hypo or hyperglycaemia [42]. Crucially, poorer cognition is associated with misunderstanding of the onset or etiology of ulceration amongst people attending a diabetes-related foot unit [43], although the role of cognitive impairment in re-ulceration has previously been dismissed [44]. Cognitive skills are intrinsic to health literacy if defined as an individual skillset or deficit as we have in this study. Thus we specifically assessed the potential confounding effect of cognitive impairment with the MOCA on associations of health literacy with foot ulceration, as it is important to consider in clinical practice in tandem with health literacy. In our modeling, adjusting for cognitive impairment with the MOCA strengthened the association of the domain actively managing my health with foot ulceration, but weakened the associations of functional health literacy and HLQ domain 9 (understanding health information well enough to know what to do) to the extent that these were no longer statistically significant. The logical explanation is that functional health literacy assessed by both domains (i.e. basic reading and writing of health information) is most dependent on cognitive skills. We hypothesize that the HLQ domains not affected by confounding by the MOCA score may indeed reflect compensation for these cognitive deficits as previously described in the literature [45]. Indeed, recent trends in health literacy research have identified health literacy as not just a skill or deficit borne by the individual, but a shared resource within a social network and the community to which one belongs [45]. A “health-literacy aware” community can attenuate effects of an individuals’ functional health literacy or cognitive deficits by providing a supportive environment to accommodate and facilitate the individual in managing their own health [45]. It becomes imperative to recognize that people with low functional health literacy may have significant cognitive deficits and vice versa, and subsequently to identify these subgroups as target populations for strategies to mitigate these factors when preventing diabetes-related foot disease. As part of patient-centered and biopsychosocial approaches to clinical care, such strategies may include providing simplified educational interventions, providing more frequent reviews, and engaging with an individuals’ support network or carers to undertake preventative care.
The key strength of our study is that we investigated development of an index foot ulcer, rather than recurrent foot ulcers, which has been highlighted as a key gap in diabetes-related foot ulcer prevention research [6, 7]. Another is that we measured a wide range of potential confounders including cognitive impairment which enabled us to assess its impacts on relationship between health literacy and foot ulcer development. Our study also had a low attrition rate. Furthermore, by using a range of health literacy measures, we were able to demonstrate key differences between the domains and the importance of a holistic health literacy assessment beyond functional health literacy alone. However, findings from this study should be taken in context; participants were recruited from a single tertiary hospital in Hobart, which may potentially limit its generalizability to the wider community of people with diabetes. There was a competing risk for mortality in this study, but only a relatively small number of participants (sixteen) died before the end of follow-up without an incident ulcer occurring, and we used inverse probability weighting to reduce the risk of bias from loss to follow up. We further acknowledge that in 2019 the International Working Group for the Diabetic Foot (IWGDF) updated foot risk classification tiers [6] some years after the study protocol was written and baseline data collected, however in all our models the effect of health literacy and cognitive impairment on foot ulcer development was not affected by baseline risk and our findings are unlikely to be significantly impacted by this change. As participants did not receive feedback of their sTOFHLA or HLQ scores, we were unable to assess whether such feedback would have any psychosocial impacts on participants.
To conclude, this is the first study to identify inadequate health literacy and cognitive impairment as important risk factors for incident foot disease development. Better implementation of current strategies and trials to test new interventions to address the impacts of these deficits on diabetes-related foot disease is essential.

Acknowledgements

The authors sincerely thank volunteers Dale Pitt and Deb Simmons, as well as staff Jill Finch and Trish Lewis for assisting with administration of questionnaires and data collection for the study

Declarations

This study was approved by the University of Tasmania Human Research Ethics Committee (H0014284). All participants provided written consent to participate in the study.
The authors declare that this paper contains original unpublished work and has not been submitted elsewhere for publication at the same time. All authors have consented to publication.

Competing interests

All authors had financial support from Tasmanian Community Fund and the Australian Podiatry Education and Research Fund for the submitted work; no financial relationships with any organisations that might have an interest in the submitted work in the previous 3 years, no other relationships or activities that could appear to have influenced the submitted work”. TW has developed osteoporosis education materials for AMGEN.
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://​creativecommons.​org/​publicdomain/​zero/​1.​0/​) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Onze productaanbevelingen

BSL Podotherapeut Totaal

Binnen de bundel kunt u gebruik maken van boeken, tijdschriften, e-learnings, web-tv's en uitlegvideo's. BSL Podotherapeut Totaal is overal toegankelijk; via uw PC, tablet of smartphone.

Literatuur
1.
go back to reference Zhang Y, Lazzarini PA, McPhail SM, van Netten JJ, Armstrong DG, Pacella RE. Global disability burdens of diabetes-related lower-extremity complications in 1990 and 2016. Diabetes Care. 2020;43(5):964–74.PubMedCrossRef Zhang Y, Lazzarini PA, McPhail SM, van Netten JJ, Armstrong DG, Pacella RE. Global disability burdens of diabetes-related lower-extremity complications in 1990 and 2016. Diabetes Care. 2020;43(5):964–74.PubMedCrossRef
2.
go back to reference Armstrong DGA, Boulton AJ, Bus SA. Diabetic foot ulcers and their recurrence. N Engl J Med. 2017;2017(376):2367–75.CrossRef Armstrong DGA, Boulton AJ, Bus SA. Diabetic foot ulcers and their recurrence. N Engl J Med. 2017;2017(376):2367–75.CrossRef
3.
go back to reference Boulton AJ, Vileikyte L, Ragnarson-Tennvall G, Apelqvist J. The global burden of diabetic foot disease. Lancet (London, England). 2005;366(9498):1719–24.PubMedCrossRef Boulton AJ, Vileikyte L, Ragnarson-Tennvall G, Apelqvist J. The global burden of diabetic foot disease. Lancet (London, England). 2005;366(9498):1719–24.PubMedCrossRef
4.
go back to reference Jupiter DC, Thorud JC, Buckley CJ, Shibuya N. The impact of foot ulceration and amputation on mortality in diabetic patients. I: From ulceration to death, a systematic review. Int Wound J. 2016;13(5):892–903.PubMedCrossRef Jupiter DC, Thorud JC, Buckley CJ, Shibuya N. The impact of foot ulceration and amputation on mortality in diabetic patients. I: From ulceration to death, a systematic review. Int Wound J. 2016;13(5):892–903.PubMedCrossRef
5.
go back to reference Khunkaew S, Fernandez R, Sim J. Health-related quality of life among adults living with diabetic foot ulcers: a meta-analysis. Qual Life Res. 2019;28(6):1413–27.PubMedCrossRef Khunkaew S, Fernandez R, Sim J. Health-related quality of life among adults living with diabetic foot ulcers: a meta-analysis. Qual Life Res. 2019;28(6):1413–27.PubMedCrossRef
6.
go back to reference Bus SA, Lavery LA, Monteiro-Soares M, Rasmussen A, Raspovic A, Sacco ICN, et al. Guidelines on the prevention of foot ulcers in persons with diabetes (IWGDF 2019 update). Diabetes Metab Res Rev. 2020;36(Suppl 1):e3269.PubMed Bus SA, Lavery LA, Monteiro-Soares M, Rasmussen A, Raspovic A, Sacco ICN, et al. Guidelines on the prevention of foot ulcers in persons with diabetes (IWGDF 2019 update). Diabetes Metab Res Rev. 2020;36(Suppl 1):e3269.PubMed
7.
go back to reference Bus SA, van Netten JJ. A shift in priority in diabetic foot care and research: 75% of foot ulcers are preventable. Diabetes Metab Res Rev. 2016;32(Suppl 1):195–200.PubMedCrossRef Bus SA, van Netten JJ. A shift in priority in diabetic foot care and research: 75% of foot ulcers are preventable. Diabetes Metab Res Rev. 2016;32(Suppl 1):195–200.PubMedCrossRef
8.
go back to reference Schaper NC, van Netten JJ, Apelqvist J, Bus SA, Fitridge R, Game F, et al. Practical guidelines on the prevention and management of diabetes-related foot disease (IWGDF 2023 update). Diabetes Metab Res Rev. 2023:e3657. https://doi.org/10.1002/dmrr.3657. Schaper NC, van Netten JJ, Apelqvist J, Bus SA, Fitridge R, Game F, et al. Practical guidelines on the prevention and management of diabetes-related foot disease (IWGDF 2023 update). Diabetes Metab Res Rev. 2023:e3657. https://​doi.​org/​10.​1002/​dmrr.​3657.
9.
go back to reference Borrell-Carrió F, Suchman AL, Epstein RM. The biopsychosocial model 25 years later: principles, practice, and scientific inquiry. Ann Fam Med. 2004;2(6):576–82.PubMedPubMedCentralCrossRef Borrell-Carrió F, Suchman AL, Epstein RM. The biopsychosocial model 25 years later: principles, practice, and scientific inquiry. Ann Fam Med. 2004;2(6):576–82.PubMedPubMedCentralCrossRef
10.
11.
go back to reference Berkman ND, Davis TC, McCormack L. Health literacy: what is it? J Health Commun. 2010;15(Suppl 2):9–19.PubMedCrossRef Berkman ND, Davis TC, McCormack L. Health literacy: what is it? J Health Commun. 2010;15(Suppl 2):9–19.PubMedCrossRef
12.
go back to reference Osborn CY, Bains SS, Egede LE. Health literacy, diabetes self-care, and glycemic control in adults with type 2 diabetes. Diabetes Technol Ther. 2010;12(11):913–9.PubMedPubMedCentralCrossRef Osborn CY, Bains SS, Egede LE. Health literacy, diabetes self-care, and glycemic control in adults with type 2 diabetes. Diabetes Technol Ther. 2010;12(11):913–9.PubMedPubMedCentralCrossRef
13.
go back to reference Kim S, Love F, Quistberg DA, Shea JA. Association of health literacy with self-management behavior in patients with diabetes. Diabetes Care. 2004;27(12):2980–2.PubMedCrossRef Kim S, Love F, Quistberg DA, Shea JA. Association of health literacy with self-management behavior in patients with diabetes. Diabetes Care. 2004;27(12):2980–2.PubMedCrossRef
14.
go back to reference Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, et al. Association of health literacy with diabetes outcomes. JAMA. 2002;288:475–82.PubMedCrossRef Schillinger D, Grumbach K, Piette J, Wang F, Osmond D, Daher C, et al. Association of health literacy with diabetes outcomes. JAMA. 2002;288:475–82.PubMedCrossRef
15.
go back to reference Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(Suppl 1):S19-26.PubMedCrossRef Paasche-Orlow MK, Wolf MS. The causal pathways linking health literacy to health outcomes. Am J Health Behav. 2007;31(Suppl 1):S19-26.PubMedCrossRef
16.
go back to reference Dewalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes: a systemic review of the literature. J Gen Intern Med. 2004;19:1228–39.PubMedPubMedCentralCrossRef Dewalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes: a systemic review of the literature. J Gen Intern Med. 2004;19:1228–39.PubMedPubMedCentralCrossRef
17.
go back to reference Chen PY, Elmer S, Callisaya M, Wills K, Greenaway TM, Winzenberg TM. Associations of health literacy with diabetic foot outcomes: a systematic review and meta-analysis. Diabet Med. 2018;35(11):1470–9. Chen PY, Elmer S, Callisaya M, Wills K, Greenaway TM, Winzenberg TM. Associations of health literacy with diabetic foot outcomes: a systematic review and meta-analysis. Diabet Med. 2018;35(11):1470–9.
18.
go back to reference Chen P, Callisaya M, Wills K, Greenaway T, Winzenberg T. Associations of health literacy with risk factors for diabetic foot disease: a cross-sectional analysis of the Southern Tasmanian Health Literacy and Foot Ulcer Development in Diabetes Mellitus Study. BMJ Open. 2019;9(7):e025349.PubMedPubMedCentralCrossRef Chen P, Callisaya M, Wills K, Greenaway T, Winzenberg T. Associations of health literacy with risk factors for diabetic foot disease: a cross-sectional analysis of the Southern Tasmanian Health Literacy and Foot Ulcer Development in Diabetes Mellitus Study. BMJ Open. 2019;9(7):e025349.PubMedPubMedCentralCrossRef
20.
go back to reference Baker DW, Williams MV, Parker RM, Gazmararian JA, Nuss J. Development of a brief test to measure functional health literacy. Patient Educ Couns. 1999;38:33–42.PubMedCrossRef Baker DW, Williams MV, Parker RM, Gazmararian JA, Nuss J. Development of a brief test to measure functional health literacy. Patient Educ Couns. 1999;38:33–42.PubMedCrossRef
21.
go back to reference Williams MV, Parker RM, Baker DW, Parikh NS, Pitkin K, Coates WC, et al. Inadequate functional health literacy among patients at two public hospitals. JAMA. 1995;274(21):1677–82.PubMedCrossRef Williams MV, Parker RM, Baker DW, Parikh NS, Pitkin K, Coates WC, et al. Inadequate functional health literacy among patients at two public hospitals. JAMA. 1995;274(21):1677–82.PubMedCrossRef
22.
go back to reference Al Sayah F, Williams B, Johnson JA. Measuring health literacy in individuals with diabetes - a systematic review and evaluation of available measures. Health Educ Behav. 2013;40:42.PubMedCrossRef Al Sayah F, Williams B, Johnson JA. Measuring health literacy in individuals with diabetes - a systematic review and evaluation of available measures. Health Educ Behav. 2013;40:42.PubMedCrossRef
23.
go back to reference Osborne RH, Batterham RW, Elsworth GR, Hawkins M, Buchbinder R. The grounded psychometric development and initial validation of the Health Literacy Questionnaire (HLQ). BMC Public Health. 2013;13:658–76.PubMedPubMedCentralCrossRef Osborne RH, Batterham RW, Elsworth GR, Hawkins M, Buchbinder R. The grounded psychometric development and initial validation of the Health Literacy Questionnaire (HLQ). BMC Public Health. 2013;13:658–76.PubMedPubMedCentralCrossRef
24.
go back to reference NHMRC. National evidence-based guideline on prevention, identification and management of foot complications in diabetes (part of the guidelines on management of type 2 diabetes). Melbourne: National Health and Medical Research Council; 2011. NHMRC. National evidence-based guideline on prevention, identification and management of foot complications in diabetes (part of the guidelines on management of type 2 diabetes). Melbourne: National Health and Medical Research Council; 2011.
25.
go back to reference McDowell J, Courtney M, Edwards H, Shortridge-Baggett L. Validation of the Australian/English version of the Diabetes Management Self-Efficacy Scale. Int J Nurs Pract. 2005;11:177–84.PubMedCrossRef McDowell J, Courtney M, Edwards H, Shortridge-Baggett L. Validation of the Australian/English version of the Diabetes Management Self-Efficacy Scale. Int J Nurs Pract. 2005;11:177–84.PubMedCrossRef
26.
go back to reference Sloan HL. Developing and testing of the foot care confidence scale. J Nurs Manag. 2002;10(3):207–18. Sloan HL. Developing and testing of the foot care confidence scale. J Nurs Manag. 2002;10(3):207–18.
27.
go back to reference Gilbody S, Richards D, Brealey S, Hewitt C. Screening for depression in medical settings with the Patient Health Questionnaire (PHQ): a diagnostic meta-analysis. J Gen Intern Med. 2007;22(11):1596–602.PubMedPubMedCentralCrossRef Gilbody S, Richards D, Brealey S, Hewitt C. Screening for depression in medical settings with the Patient Health Questionnaire (PHQ): a diagnostic meta-analysis. J Gen Intern Med. 2007;22(11):1596–602.PubMedPubMedCentralCrossRef
28.
go back to reference Polonsky WH, Fisher L, Earles J, Dudl RJ, Lees J, Mullan J, et al. Assessing psychosocial distress in diabetes - development of the diabetes distress scale. Diabetes Care. 2005;28:626–31.PubMedCrossRef Polonsky WH, Fisher L, Earles J, Dudl RJ, Lees J, Mullan J, et al. Assessing psychosocial distress in diabetes - development of the diabetes distress scale. Diabetes Care. 2005;28:626–31.PubMedCrossRef
29.
go back to reference Eigenmann CA, Skinner T, Colagiuri R. Development and validation of a diabetes knowledge questionnaire. Pract Diab Int. 2011;28(4):166–70d.CrossRef Eigenmann CA, Skinner T, Colagiuri R. Development and validation of a diabetes knowledge questionnaire. Pract Diab Int. 2011;28(4):166–70d.CrossRef
30.
go back to reference Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.PubMedCrossRef Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53(4):695–9.PubMedCrossRef
31.
go back to reference ABS. Health literacy, Australia. Canberra: Australian Bureau of Statistics; 2008. ABS. Health literacy, Australia. Canberra: Australian Bureau of Statistics; 2008.
32.
go back to reference Abbott CA, Carrington L, Ashe H, Bath S, Every LC, Griffiths J, et al. The North-West Diabetes Foot Care Study: incidence of, and risk factors for, new diabetic foot ulceration in a community-based patient cohort. Diabet Med. 2002;19:377–84.PubMedCrossRef Abbott CA, Carrington L, Ashe H, Bath S, Every LC, Griffiths J, et al. The North-West Diabetes Foot Care Study: incidence of, and risk factors for, new diabetic foot ulceration in a community-based patient cohort. Diabet Med. 2002;19:377–84.PubMedCrossRef
33.
go back to reference Ramsey SD, Newton K, Blough D, McCulloch DK, Sandhu N, Reiber GE, et al. Incidence, outcomes, and cost of foot ulcers in patients with diabetes. Diabetes Care. 1999;22:382–7.PubMedCrossRef Ramsey SD, Newton K, Blough D, McCulloch DK, Sandhu N, Reiber GE, et al. Incidence, outcomes, and cost of foot ulcers in patients with diabetes. Diabetes Care. 1999;22:382–7.PubMedCrossRef
34.
go back to reference Yee TW. The VGAM package for categorical data analysis. J Stat Softw. 2010;32(10):1–34.CrossRef Yee TW. The VGAM package for categorical data analysis. J Stat Softw. 2010;32(10):1–34.CrossRef
35.
go back to reference Brega AG, Barnard J, Mabachi NM, Weiss BD, DeWalt DA, Brach C, Cifuentes M, Albright K, West DR. AHRQ health literacy universal precautions toolkit, second edition. (Prepared by Colorado Health Outcomes Program, University of Colorado Anschutz Medical Campus under Contract No. HHSA290200710008, TO#10.) AHRQ Publication No. 15-0023-EF. Rockville: Agency for Healthcare Research and Quality; 2015. Brega AG, Barnard J, Mabachi NM, Weiss BD, DeWalt DA, Brach C, Cifuentes M, Albright K, West DR. AHRQ health literacy universal precautions toolkit, second edition. (Prepared by Colorado Health Outcomes Program, University of Colorado Anschutz Medical Campus under Contract No. HHSA290200710008, TO#10.) AHRQ Publication No. 15-0023-EF. Rockville: Agency for Healthcare Research and Quality; 2015.
36.
go back to reference Griva K, Yoong RKL, Nandakumar M, Rajeswari M, Khoo EYH, Lee VYW, et al. Associations between health literacy and health care utilization and mortality in patients with coexisting diabetes and end-stage renal disease: a prospective cohort study. Br J Health Psychol. 2020;25(3):405–27.PubMedCrossRef Griva K, Yoong RKL, Nandakumar M, Rajeswari M, Khoo EYH, Lee VYW, et al. Associations between health literacy and health care utilization and mortality in patients with coexisting diabetes and end-stage renal disease: a prospective cohort study. Br J Health Psychol. 2020;25(3):405–27.PubMedCrossRef
37.
go back to reference Hirsh J, Wood P, Keniston A, Boyle D, Quinzanos I, Caplan L, et al. Universal health literacy precautions are associated with a significant increase in medication adherence in vulnerable rheumatology patients. ACR Open Rheumatol. 2020;2(2):110–8.PubMedPubMedCentralCrossRef Hirsh J, Wood P, Keniston A, Boyle D, Quinzanos I, Caplan L, et al. Universal health literacy precautions are associated with a significant increase in medication adherence in vulnerable rheumatology patients. ACR Open Rheumatol. 2020;2(2):110–8.PubMedPubMedCentralCrossRef
38.
go back to reference Walters R, Leslie SJ, Polson R, Cusack T, Gorely T. Establishing the efficacy of interventions to improve health literacy and health behaviours: a systematic review. BMC Public Health. 2020;20(1):1040.PubMedPubMedCentralCrossRef Walters R, Leslie SJ, Polson R, Cusack T, Gorely T. Establishing the efficacy of interventions to improve health literacy and health behaviours: a systematic review. BMC Public Health. 2020;20(1):1040.PubMedPubMedCentralCrossRef
39.
go back to reference Strom JL, Egede LE. The impact of social support on outcomes in adult patients with type 2 diabetes: a systematic review. Curr DiabRep. 2012;12(6):769–81. Strom JL, Egede LE. The impact of social support on outcomes in adult patients with type 2 diabetes: a systematic review. Curr DiabRep. 2012;12(6):769–81.
40.
go back to reference Brinkhues S, Dukers-Muijrers N, Hoebe C, van der Kallen CJH, Koster A, Henry RMA, et al. Social network characteristics are associated with type 2 diabetes complications: the Maastricht study. Diabetes Care. 2018;41(8):1654–62.PubMedCrossRef Brinkhues S, Dukers-Muijrers N, Hoebe C, van der Kallen CJH, Koster A, Henry RMA, et al. Social network characteristics are associated with type 2 diabetes complications: the Maastricht study. Diabetes Care. 2018;41(8):1654–62.PubMedCrossRef
41.
go back to reference Cheng G, Huang C, Deng H, Wang H. Diabetes as a risk factor for dementia and mild cognitive impairment: a meta-analysis of longitudinal studies. Intern Med J. 2012;42(5):484–91.PubMedCrossRef Cheng G, Huang C, Deng H, Wang H. Diabetes as a risk factor for dementia and mild cognitive impairment: a meta-analysis of longitudinal studies. Intern Med J. 2012;42(5):484–91.PubMedCrossRef
42.
go back to reference Biessels GJ, Whitmer RA. Cognitive dysfunction in diabetes: how to implement emerging guidelines. Diabetologia. 2020;63(1):3–9.PubMedCrossRef Biessels GJ, Whitmer RA. Cognitive dysfunction in diabetes: how to implement emerging guidelines. Diabetologia. 2020;63(1):3–9.PubMedCrossRef
43.
go back to reference Corbett C, Jolley J, Barson E, Wraight P, Perrin B, Fisher C. Cognition and understanding of neuropathy of inpatients admitted to a specialized tertiary diabetic foot unit with diabetes-related foot ulcers. Int J Low Extrem Wounds. 2019;18(3):294–300.PubMedCrossRef Corbett C, Jolley J, Barson E, Wraight P, Perrin B, Fisher C. Cognition and understanding of neuropathy of inpatients admitted to a specialized tertiary diabetic foot unit with diabetes-related foot ulcers. Int J Low Extrem Wounds. 2019;18(3):294–300.PubMedCrossRef
44.
go back to reference Kloos C, Hagen F, Lindloh C, Braun A, Leppert K, Muller N, et al. Cognitive function is not associated with recurrent foot ulcers in patients with diabetes and neuropathy. Diabetes Care. 2009;32(5):894–6.PubMedPubMedCentralCrossRef Kloos C, Hagen F, Lindloh C, Braun A, Leppert K, Muller N, et al. Cognitive function is not associated with recurrent foot ulcers in patients with diabetes and neuropathy. Diabetes Care. 2009;32(5):894–6.PubMedPubMedCentralCrossRef
45.
go back to reference Edwards M, Wood F, Davies M, Edwards A. ‘Distributed health literacy’: longitudinal qualitative analysis of the roles of health literacy mediators and social networks of people living with a long-term health condition. Health Expect. 2015;18(5):1180–93.PubMedCrossRef Edwards M, Wood F, Davies M, Edwards A. ‘Distributed health literacy’: longitudinal qualitative analysis of the roles of health literacy mediators and social networks of people living with a long-term health condition. Health Expect. 2015;18(5):1180–93.PubMedCrossRef
Metagegevens
Titel
Health Literacy predicts incident foot ulcers after 4 years – the SHELLED cohort study
Auteurs
Pamela Chen
Michele Callisaya
Karen Wills
Timothy Greenaway
Tania Winzenberg
Publicatiedatum
01-12-2023
Uitgeverij
BioMed Central
Gepubliceerd in
Journal of Foot and Ankle Research / Uitgave 1/2023
Elektronisch ISSN: 1757-1146
DOI
https://doi.org/10.1186/s13047-023-00644-w

Andere artikelen Uitgave 1/2023

Journal of Foot and Ankle Research 1/2023 Naar de uitgave