Abstract
Background
Plantar hyperkeratotic lesions are common in older people and are associated with pain, mobility impairment and functional limitations. However, little has been documented in relation to the frequency or distribution of these lesions. The aim of this study was to document the occurrence of plantar hyperkeratotic lesions and the patterns in which they occur in a random sample of older people.
Methods
A medical history questionnaire was administered to a random sample of 301 people living independently in the community (117 men, 184 women) aged between 70 and 95 years (mean 77.2, SD 4.9), who also underwent a clinical assessment of foot problems, including the documentation of plantar lesion locations, toe deformities and the presence and severity of hallux valgus.
Results
Of the 301 participants, 180 (60%) had at least one plantar hyperkeratotic lesion. Those with plantar lesions were more likely to be female (χ2 = 18.75, p < 0.01; OR = 2.86), have moderate to severe hallux valgus (χ2 = 6.15, p < 0.02; OR = 2.95), a larger dorsiflexion range of motion at the ankle (39.4 ± 9.3 vs 36.3 ± 8.4°; t = 2.68, df = 286, p < 0.01), and spent more time on their feet at home (5.1 ± 1.0 vs 4.8 ± 1.3 hours, t = -2.46, df = 299, p = 0.01). No associations were found between the presence of plantar lesions and body mass index, obesity, foot posture, dominant foot or forefoot pain. A total of 53 different lesions patterns were observed, with the most common lesion pattern being "roll-off" hyperkeratosis on the medial aspect of the 1st metatarsophalangeal joint (MPJ), accounting for 12% of all lesion patterns. "Roll-off" lesions under the 1st MPJ and interphalangeal joint were significantly associated with moderate to severe hallux valgus (p < 0.05), whereas lesions under the central MPJs were significantly associated with deformity of the corresponding lesser toe (p < 0.05). Factor analysis indicated that 62% of lesion patterns could be grouped under three broad categories, relating to medial, central and lateral locations.
Conclusion
Plantar hyperkeratotic lesions affect 60% of older people and are associated with female gender, hallux valgus, toe deformity, increased ankle flexibility and time spent on feet, but are not associated with obesity, limb dominance, forefoot pain or foot posture. Although there are a wide range of lesion distribution patterns, most can be classified into medial, central or lateral groups. Further research is required to determine whether these patterns are related to the dynamic function of the foot or other factors such as foot pathology or morphology.
Background
Hyperkeratotic lesions (calluses and corns) are highly prevalent in community dwelling older people, affecting 33 to 68% of those aged over 65 years [1-4]. Plantar lesions are frequently painful and are associated with reduced walking speed, impaired balance and difficulty in ascending and descending stairs [5], resulting in disability and reduced independence in older people [6]. An indication of the prevalence and impact of hyperkeratotic lesions in the community on the podiatric workforce is that lesion debridement accounts for up to 75% of podiatrist's workload [7] and that 84% of people seeking treatment for hyperkeratotic lesions will visit a podiatrist [8].
Hyperkeratosis is the result of abnormal mechanical stresses on the skin which stimulate overactivity of the keratinisation process. This causes accelerated proliferation of epidermal cells and a decreased rate of desquamation, resulting in hypertrophy of the stratum corneum [9]. The increased thickness results in a greater volume of skin through which mechanical stresses can be distributed. This natural process of symptom-free hyperkeratosis (physiological hyperkeratosis) helps to protect the skin and soft tissue layers from mechanical injury. Hyperkeratosis, however, becomes pathological when the keratinised material builds up sufficiently to cause tissue damage and pain, possibly through the release of inflammatory mediators [10] or due to the pressure of the central keratin plug on underlying nerves [11].
Plantar hyperkeratotic lesions are most commonly found under the metatarsophalangeal joints (MPJs) [11], and it has been identified in a number of studies that they develop in areas of elevated plantar pressure [7,12-14]. The largest study conducted on older people involved 292 participants and reported significant increases in plantar pressure under the callused regions of the plantar forefoot, with the exception of the 1st MPJ [14]. The proposed association between elevated pressures and plantar hyperkeratotic lesions has led to some authors suggesting that there are characteristic patterns of lesion formation related to different foot types [15]. However, such associations have not been confirmed with objective data, and it is likely that lesion distribution patterns are also influenced by other variables, such as bodyweight [16], footwear [17], dominant foot [18] and toe deformities [19].
There have been four studies reporting on prevalence and distribution of plantar hyperkeratotic lesions [14,18,20,21]. The only study focused on older people (292 participants, mean age 77.6 years) reported the most common site to be the 1st MPJ, followed by the 2nd MPJ and then the hallux [14]. A study of 319 podiatry patients aged 20 to 99 years (mean age not reported) identified the 2nd MPJ (36%) as the most common pattern for hyperkeratotic lesions, followed by the 1st MPJ (27%) and the 5th MPJ (13%) [21]. A study on 115 male runners (mean age 29.8 years) reported similar findings, with the 2nd MPJ (32%) being the most common location, followed by the 1st MPJ (23%) and the 5th MPJ (13%) [18]. Finally, a study of 243 podiatry patients (mean age not reported) found hyperkeratotic lesions under the 2nd, 3rd and 4th MPJs to be the most common location (14%), followed by the 2nd MPJ alone (10%) and both the 1st and 5th MPJs (8%) [20].
Although these studies have provided useful insights into the most common locations of plantar lesions, the underlying reasons for these patterns were not explored in detail. Therefore, the aims of this study were to evaluate the distribution of plantar hyperkeratotic lesions in a large sample of older people and to explore associations between the presence of lesions and physical characteristics (gender, obesity and dominant foot) and foot characteristics (foot posture, hallux valgus, lesser toe deformity and ankle flexibility). These variables were chosen as they could all be simply and non-invasively measured and are thought to be associated with callus growth through their influence on plantar pressure. We also investigated the relationship between the presence of forefoot callus and forefoot pain, as pain is the most common reason for people to seek medical care and has been associated with decreased ability to perform activities of daily living, problems with balance and gait and increased risk of falls [22]. We hypothesised that calluses would be more common in women, and would be significantly associated with obesity, foot pain, foot deformity (hallux valgus and lesser toe deformity) and reduced ankle joint range of motion.
Methods
Participants
The study population was derived from a larger study of risk factors for falls, and comprised men and women aged 70 years and over living in private households in the eastern suburbs metropolitan area of Sydney, New South Wales, Australia. These people were randomly drawn from the state electoral roll and initially contacted by letter and asked to participate in the study. Individuals were invited to the Prince of Wales Medical Research Institute for assessment. Potential participants were excluded from the study if they had minimal English language skills, were blind, or had a Mini Mental State Examination Score (MMSE) less than 24 [23]. Transport was provided for those who could not make their own way to the study site in order to maximise the participation rates of older people with mobility limitations. Of the 1,080 people initially contacted by letter and/or telephone, 329 (30.5%) agreed to participate and of these, 301 (117 men, 184 women) aged 70 to 95 years (mean = 77.2, SD = 4.9) met the inclusion criteria and attended an assessment appointment. The study was approved by the Human Ethics Committee, University of New South Wales and informed consent was obtained from all participants.
When compared with data from the national census and health survey for Australians aged over 70 living at home, the study group differed as follows: a higher proportion (61.1 vs 56.5%) were female; a higher proportion (70.1 vs 46%) were aged 70–79 years, a higher proportion (74.8 vs 66.7%) were Australian born and a higher proportion (41.9 vs 32.7%) were living alone.
Foot assessment
Age and medical history were determined by an interviewer-administered questionnaire including the amount of time spent on their feet at home performing housework, self-care or walking around the house and self reported dominant foot, identified by the response to the question ''Which foot would you use to kick a ball with?''. The presence and severity of hallux valgus was determined using the Manchester Scale [24]. This instrument consists of standardised photographs of feet with four degrees of hallux valgus – none (score = 0), mild (score = 1), moderate (score = 2) and severe (score = 3) which were matched to the participant's feet. The grading of hallux valgus using this tool is highly correlated with angular hallux valgus measurements obtained from foot radiographs [25]. Presence of calluses, corns and lesser digital deformity (hammertoes and claw toes) were documented on a foot map. Forefoot pain was also recorded as present or not using a foot map. Arch height was assessed by measuring the height of the navicular tuberosity in millimetres while the subject was fully weightbearing. This score was then corrected for differences in foot size by dividing it by the length of the foot [26]. Navicular height has previously been reported to have high intratester reliability and is closely correlated with navicular height determined from lateral radiographs [27]. Ankle flexibility was measured in degrees using a modified version of the weightbearing lunge test. The lateral malleolus and head of the fibula were first located and marked with an ink pen. Participants then stood with their right foot placed alongside a vertically-aligned clear acrylic plate inscribed with 2° protractor markings, and were instructed to take a comfortable step forward with the left leg. In this position, participants were instructed to bend their knees to squat down as low as possible, without lifting the right heel from the ground and while keeping the trunk upright. Participants leant on a bench placed alongside them at waist height to support their bodyweight. The position of the fibular head was marked on the clear acrylic plate, and the angle formed between the lateral malleolus and the fibular head was measured. The test was completed three times, and the average score documented as the test result [27]. High intra-observer reliability for both the navicular height (ICC = 0.64) and ankle flexibility (ICC = 0.87) when performed on older people has been established previously for the testers involved in this study [27].
Statistical analysis
All statistical tests were conducted using SPSS Release 14 for Windows (SPSS Inc, Chicago, IL, USA). Associations and comparisons between participants with and without hyperkeratotic lesions were determined using the chi-square statistic and odds ratios (for dichotomous variables) and independent samples t-tests (for continuous variables), respectively. Factor analysis, a data reduction technique, is used in an exploratory fashion to reveal patterns among the inter-relationships of the items [28]. In this study it was used to determine whether the large number of lesion distribution combinations could be collapsed into smaller groups. In order to determine the suitability of the data for factor analysis, the Kaiser-Meyer-Olkin Measure of Sampling Adequacy (KMO) and Bartlett's Test of Sphericity were calculated. KMO indicates whether or not the variables are able to be grouped into a smaller set of underlying factors. Values for KMO range from 0 to 1, with values over 0.5 indicating an acceptable and increasing degree of common variance. Bartlett's test of sphericity is another measure of whether the variables in the population matrix are correlated. It is reported as a significance level with lower significance levels indicating a stronger correlation between the variables [29]. A principal component analysis was then performed. A three component solution was extracted using the Kaiser-Guttman rule (eigenvalues > 1.0), and varimax rotation was performed to minimize the complexity of loadings for each component.
Results
Characteristics of the study population
The characteristics of the study population are shown in Table 1. Comparisons between those with and without plantar lesions are shown in Table 2. Of the 301 participants, 181 (60%) had at least one plantar hyperkeratotic lesion. Those with plantar lesions were more likely to be female (χ2 = 18.75, p < 0.01; odds ratio [OR] = 2.86), have moderate to severe hallux valgus (χ2 = 6.15, p < 0.02; OR = 2.95) and have a larger dorisflexion range of motion at the ankle (39.4 ± 9.3 vs 36.3 ± 8.4°, t = 2.68, df = 286, p < 0.01). However, there were no differences (p > 0.05) between the groups in relation to BMI, obesity, foot posture or dominant foot.
Table 1.
Condition | |
Age – years (SD) | 77.2 (4.9) |
Women | 184 (61) |
Body mass index – mean kg/m2 (SD) | 25.9 (4.1) |
Obese (BMI > 30) | 49 (16) |
Diabetes | 16 (5.3) |
Parkinson's disease | 5 (1.7) |
Hearing problem | 108 (35.9) |
Peripheral vascular disease | 45 (15) |
Stroke | 9 (3) |
Transient ischaemic attack | 12 (4) |
Heart disease | 71 (32.6) |
Hypertension | 134 (44.5) |
Incontinence | 63 (20.9) |
Osteoarthritis | 174 (57.8) |
Hip fracture | 8 (2.7) |
Table 2.
Condition | No hyperkeratotic lesions (n = 121) | Hyperkeratotic lesions (n = 180) |
Age – years (SD)* | 78.1 (5.0) | 76.6 (4.7) |
Women – n (%)** | 56 (46) | 128 (71) |
Body mass index – kg/m2 (SD) | 25.6 (3.9) | 26.2 (4.2) |
Obese – BMI > 30 n (%) | 15 (12) | 34 (19) |
Navicular height – mm (SD)† | 18.0 (5.9) | 18.0 (5.9) |
Moderate to severe hallux valgus (right foot) – n (%)** |
11 (8) | 39 (24) |
Moderate to severe hallux valgus (left foot) – n (%)* |
17 (11) | 35 (24) |
Ankle range of motion (sagittal plane) - degrees (SD)** |
36.3 (8.4) | 39.4 (9.3) |
Time spent on feet during the day – hours (SD)* | 4.8 (1.3) | 5.1 (1.0) |
*p < 0.05, **p < 0.01
† normalized for foot length
Patterns of plantar lesions
Of the 604 feet, 308 (51%) had plantar hyperkeratotic lesions over at least one of the MPJs, or "roll-off" callus on the medial aspect of the 1st MPJ or 1st interphalangeal joint (IPJ). A total of 53 different lesions patterns were recorded. The ten most common patterns, which accounted for 62% of all lesion patterns, are shown in Figure 1.
Correlates of plantar lesions
There were no gender differences in lesion patterns, with the exception of a higher prevalence in women for lesions over the medial aspect of the 1st MPJ on both feet (χ2 = 9.24, p < 0.01; OR = 2.32), the right 2nd MPJ (χ2 = 5.90, p = 0.02; OR = 2.28) and the medial aspect of the 1st IPJ for the left foot (χ2 = 19.15, p < 0.01; OR = 4.48). Moderate to severe hallux valgus was associated with "roll-off" lesions over the medial aspect of the 1st MPJ joint for both right (χ2 = 25.69, p < 0.01; OR = 5.39) and left foot (χ2 = 28.31, p < 0.01; OR = 5.92) and the 1st IPJ for the left foot (χ2 = 4.55, p = 0.03; OR = 2.13). There was also a significant association between lesions under the MPJs and deformity of the corresponding toe for the 2nd (χ2 = 4.88, p = 0.03; OR = 2.01) and 4th (χ2 = 4.48, p < 0.03; OR = 3.07) MPJs on the right foot, and the 2nd (χ2 = 4.72, p = 0.03; OR = 2.15) and 3rd (χ2 = 7.34, p < 0.01; OR = 2.79) MPJs on the left foot. Those with plantar calluses also spent more time on their feet at home (5.1 ± 1.0 vs 4.8 ± 1.3 hours, t = -2.46, df = 299, p = 0.01).
There were no associations between forefoot pain and presence of plantar lesions (either globally [p = 0.64] or specific to individual locations). Similarly, the total number of lesions did not differ between those who did and did not report forefoot pain (1.83 ± 2.3 vs 2.0 ± 2.3; p = 0.55).
Factor analysis of lesion patterns
The Kaiser-Meyer-Olkin Measure of Sampling Adequacy was found to be 0.6, which meets the recommended minimum value [28].
The Bartlett's Test of Sphericity was highly significant (χ2 = 167.5, p < 0.001), supporting the suitability of the data for factor analysis [29]. Results of the factor analysis are shown in Table 3. A three-factor model was extracted which accounted for 62% of the total variance. Component 1 incorporated three lesion sites under the central forefoot (2nd, 3rd and 4th MPJs), component 2 incorporated three lesion sites under the medial forefoot (medial 1st IPJ, medial 1st MPJ and 1st MPJ), and component 3 incorporated two lesion sites under the central-lateral forefoot (4th and 5th MPJs).
Table 3.
Component | |||
Lesion site | 1 | 2 | 3 |
Medial 1st IPJ | - | 0.583 | - |
Medial 1st MPJ | - | 0.732 | - |
1st MPJ | - | 0.840 | - |
2nd MPJ | 0.840 | - | - |
3rd MPJ | 0.891 | - | - |
4th MPJ | 0.547 | - | 0.533 |
5th MPJ | - | - | 0.858 |
Factor loadings less than 0.5 have been omitted in order to improve clarity.
Discussion
The purpose of this study was to evaluate the distribution of plantar hyperkeratotic lesions in a large sample of older people. Before discussing these findings, however, it needs to be acknowledged that the response rate of the study population was relatively low (30%). This is comparable to one of the previous studies on callus distributions, where the response rate was 29% [21]. Response rates for other callus distribution studies were either not stated [14] or the participants were obtained using convenience sampling [18,20]. Due to the study exclusion criteria, it is acknowledged that the majority of the participants were independent community-dwelling people and the findings may not be generalised beyond this group. Furthermore, it should be noted that the variations between the study sample and the national census data indicate this sample was biased towards Australian-born women under 80 years old living alone.
Sixty percent of the sample had at least one plantar hyperkeratotic lesion. This figure concurs with a number of other community-based studies of older people, which have reported prevalence rates ranging between 26 and 68% [1-4]. The higher prevalence observed in women is also consistent with previous studies [2,3] and is likely to be related to the wearing of shoes with an elevated heel and narrow toe box [17], although other factors such as the higher prevalence of hallux valgus in females [30] may also be responsible. Heel elevation increases the pressure borne by the metatarsal heads [31,32] and it has previously been demonstrated that older people who wear shoes that are too narrow or too short are more likely to have corns, lesser toe deformities and hallux valgus [17].
This is the first study to make a distinction between centrally located callus and callus at the plantar-medial aspect of the 1st MPJ and IPJ, often referred to as "roll-off" callus. Interestingly, the most common lesion pattern found in this study was medial roll-off callus at the 1st MPJ (13%), followed by medial roll-off callus at both the 1st MPJ and 1st IPJ (13%), then over the 1st MPJ (12%). If roll-off callus is excluded, lesions under the 1st MPJ (28%) was the most common pattern, followed by under both the 2nd and 3rd MPJs (16%) then the 5th MPJ (11%), which is similar to Menz et al [14], who found the most common site to be the 1st MPJ, followed by the 2nd MPJ and then the hallux in a sample of 292 older people.
The findings of this study differ to the three other studies on the distribution of plantar hyperkeratotic lesions [18,20,21]. Springett et al [21] and Grouios [18] found the 2nd MPJ to be the most common location followed by the 1st MPJ then the 5th MPJ. In contrast, Merriman [20] found hyperkeratotic lesions under the 2nd, 3rd, and 4th MPJs to be the most common, followed by the 2nd MPJ alone and both the 1st and 5th MPJs. This study also included callus under the 1st IPJ but did not report if it was roll-off callus or centrally located, and the prevalence was considerably lower compared to the current study. The differences between these results and those of the current study may be due to differences in participant characteristics, as the aforementioned studies generally involved younger people, or specific populations such as male runners [18] or people presenting for podiatric treatment [18,20]. Furthermore, it is unclear whether previous studies have excluded roll-off callus or included these lesions as either 1st MPJ or 1st IPJ callus. Even if roll-off callus is excluded, however, this study still had a much higher prevalence of lesions under the 1st MPJ.
This may be due to the higher prevalence of hallux valgus in older people [33]. Furthermore, it has been reported that peak pressure in the older foot is higher under the medial forefoot area [34]. The predisposition to medially-located lesions is reflected in the results of the factor analysis (Table 3) which identified that the hyperkeratotic lesion distribution could be collapsed into three groups, essentially a medial, central and lateral grouping, with the medial group consisting of medial 1st IPJ, medial 1st MPJ and 1st MPJ.
Although there is no previous evidence of callus being linked to range of motion in foot joints, our finding of a slightly larger range of ankle dorsiflexion in those with forefoot calluses is somewhat counter-intuitive, given that reduced ankle motion has been shown to increase forefoot loading in people with diabetes [35]. However, ankle flexibility is positively correlated with walking speed [36], and walking speed is in turn associated with higher forefoot pressures [37]. Therefore, it is possible that increased ankle flexibility in those with calluses is a marker of increased walking speed, which was not analysed in this study. Further research involving concurrent measurement of dynamic ankle motion and plantar pressures would help clarify this relationship.
We found no association between forefoot pain and the presence of plantar lesions. This observation is consistent with Garrow et al [38] and Menz and Morris [39], but contrasts to Benvenuti et al [6] and Menz et al [14], who found that older people with calluses were more likely to report foot pain. While this study did not record specific details on mobility such as the participants' physical activity levels or walking distances, they were asked to report the average time spent on their feet doing housework and self care around the home. Interestingly, the group with callus reported spending significantly more time on their feet. This could be interpreted as a potential cause of the plantar lesions (i.e. increased duration of weightbearing), or may simply indicate that the presence of non-painful callus does not interfere with activities of daily living.
We also found no association between plantar hyperkeratotic lesions and bodyweight, obesity, foot posture or dominant foot. Bodyweight has been shown to be a significant determinant of plantar pressure in older people [40] and increases in force and pressure under the foot when walking, particularly under the midfoot and metatarsal heads, have been observed in obese people [16,41]. The lack of an association between plantar lesions and bodyweight indicates that factors other than increased plantar pressure (such as soft tissue thickness, skin hydration and vascular status) may be responsible for the formation of hyperkeratotic lesions in older people. Similarly, it might be expected that foot posture, by altering plantar pressure distribution, would increase the likelihood of developing lesions under certain plantar regions. However, although flatter/more pronated feet and reduced range of motion of the ankle and 1st MPJ have been demonstrated in older people [33], and higher plantar pressure have been shown in people with pes cavus [42], we found no significant association between foot posture and hyperkeratotic lesions. Although the inclusions of a broader array of foot posture measurements may have produced a different result, our findings suggest that obvious structural foot deformities such as hallux valgus and lesser toe deformities play a greater role in plantar lesion development in older people than foot posture.
Finally, it has been suggested that a greater mechanical demand is placed on a person's dominant side and may influence gait patterns, resulting in hyperkeratotic lesions [18,21]. While this has been shown to be case in one study on a younger, athletic sample [18], we found no association between dominant foot and callus formation, which concurs with the findings of Springett et al [21].
Conclusion
Plantar hyperkeratotic lesions affect 60% of older people and are associated with female gender, hallux valgus, toe deformity, increased ankle flexibility and time spent on feet during the day, but are not associated with obesity, limb dominance, forefoot pain or foot posture. Although there are a wide range of lesion distribution patterns, most can be classified into medial, central or lateral groups. Further research is required to determine the most effective strategies for the prevention and treatment of these lesions.
Competing interests
HBM is Editor-in-Chief of the Journal of Foot and Ankle Research. It is journal policy that editors are removed from the peer review and editorial decision making processes for papers they have co-authored.
Authors' contributions
SRL and HBM conceived and designed the study. HBM conducted the statistical analysis. MJS compiled the data and drafted the manuscript and HBM contributed to the drafting of the manuscript. All authors read and approved the final manuscript.
Acknowledgments
Acknowledgements
Prof Lord is currently NHMRC Senior Principal Research Fellow. A/Prof Menz is currently NHMRC Research Fellow (Clinical Career Development Award, ID: 433049).
Contributor Information
Martin J Spink, Email: M.Spink@latrobe.edu.au.
Hylton B Menz, Email: H.Menz@latrobe.edu.au.
Stephen R Lord, Email: S.Lord@powmri.edu.au.
References
- Helfand AE, Cooke HL, Walinsky MD, Demp PH. Foot problems associated with older patients. A focused podogeriatric study. J Am Podiatr Med Assoc. 1998;88:237–241. doi: 10.7547/87507315-88-5-237. [DOI] [PubMed] [Google Scholar]
- Dunn JE, Link CL, Felson DT, Crincoli MG, Keysor JJ, McKinlay JB. Prevalence of foot and ankle conditions in a multiethnic community sample of older adults. Am J Epidemiol. 2004;159:491–498. doi: 10.1093/aje/kwh071. [DOI] [PubMed] [Google Scholar]
- White EG, Mulley GP. Footcare for very elderly people: a community survey. Age Ageing. 1989;18:275–278. doi: 10.1093/ageing/18.4.275. [DOI] [PubMed] [Google Scholar]
- Crawford VL, Ashford RL, McPeake B, Stout RW. Conservative podiatric medicine and disability in elderly people. J Am Podiatr Med Assoc. 1995;85:255–259. doi: 10.7547/87507315-85-5-255. [DOI] [PubMed] [Google Scholar]
- Menz HB, Lord SR. Foot pain impairs balance and functional ability in community-dwelling older people. J Am Podiatr Med Assoc. 2001;91:222–229. doi: 10.7547/87507315-91-5-222. [DOI] [PubMed] [Google Scholar]
- Benvenuti F, Ferrucci L, Guralnik JM, Gangemi S, Baroni A. Foot pain and disability in older persons: An epidemiologic survey. J Am Geriatr Soc. 1995;43:479–484. doi: 10.1111/j.1532-5415.1995.tb06092.x. [DOI] [PubMed] [Google Scholar]
- Potter J, Potter MJ. Effect of callus removal on peak plantar pressures. The Foot. 2000;10:23–26. doi: 10.1054/foot.2000.0576. [DOI] [Google Scholar]
- Greenberg L, Davis H. Foot problems in the US. The 1990 National Health Interview Survey. J Am Podiatr Med Assoc. 1993;83:475–483. doi: 10.7547/87507315-83-8-475. [DOI] [PubMed] [Google Scholar]
- Murray HJ, Young MJ, Hollis S, Boulton AJM. The association between callus formation, high pressure and neuropathy in diabetic foot ulceration. Diabet Med. 1996;13:979–982. doi: 10.1002/(SICI)1096-9136(199611)13:11<979::AID-DIA267>3.0.CO;2-A. [DOI] [PubMed] [Google Scholar]
- Booth J, McInnes A. The aetiology and management of plantar callus formation. J Wound Care. 1997;6:427–430. [PubMed] [Google Scholar]
- Singh D, Bentley G, Trevino SG. Callosities, corns, and calluses. BMJ. 1996;312:1403–1406. doi: 10.1136/bmj.312.7043.1403a. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Robertson K. A comparative study of forefoot pressures associated with corns and callus under the first metatarsal head. Chiropodist. 1985;40:101–107. [Google Scholar]
- Pataky Z, Golay A, Faravel L, Da Silva J, Makoundou V, Peter-Riesch B, Asal JP. The impact of callosities on the magnitude and duration of plantar pressure in patients with diabetes. Diabetes Metab. 2002;28:356–361. [PubMed] [Google Scholar]
- Menz HB, Zammit GV, Munteanu SE. Plantar pressures are higher under callused regions of the foot in older people. Clin Exp Dermatol. 2007;32:375–380. doi: 10.1111/j.1365-2230.2007.02421.x. [DOI] [PubMed] [Google Scholar]
- Root ML, Orien W, Weed J. Normal and abnormal function of the foot. 1. Los Angeles: Clinical Biomechanics Corp; 1977. [Google Scholar]
- Birtane M, Tuna H. The evaluation of plantar pressure distribution in obese and non-obese adults. Clin Biomech. 2004;19:1055–1059. doi: 10.1016/j.clinbiomech.2004.07.008. [DOI] [PubMed] [Google Scholar]
- Menz HB, Morris ME. Footwear characteristics and foot problems in older people. Gerontology. 2005;51:346. doi: 10.1159/000086373. [DOI] [PubMed] [Google Scholar]
- Grouios G. Footedness as a potential factor that contributes to the causation of corn and callus formation in lower extremities of physically active individuals. The Foot. 2005;15:154–162. doi: 10.1016/j.foot.2005.05.003. [DOI] [Google Scholar]
- Mueller MJ, Hastings M, Commean PK, Smith KE, Pilgram TK, Robertson D, Johnson J. Forefoot structural predictors of plantar pressures during walking in people with diabetes and peripheral neuropathy. J Biomech. 2003;36:1009–1017. doi: 10.1016/S0021-9290(03)00078-2. [DOI] [PubMed] [Google Scholar]
- Merriman L, Griffiths C, Tollafield D. Plantar Lesion Patterns. Chiropodist. 1987;42:145–148. [Google Scholar]
- Springett KP, Whiting MF, Marriott C. Epidemiology of plantar forefoot corns and callus, and the influence of dominant side. The Foot. 2003;13:5–9. doi: 10.1016/S0958-2592(02)00112-8. [DOI] [Google Scholar]
- Menz HB, Tiedemann A, Kwan MM, Plumb K, Lord S. Foot pain in community-dwelling older people: an evaluation of the Manchester Foot Pain and Disability Index. Rheumatology. 2006;45:863. doi: 10.1093/rheumatology/kel002. [DOI] [PubMed] [Google Scholar]
- Folstein M, Folstein S, McHugh P. "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975;12:189–198. doi: 10.1016/0022-3956(75)90026-6. [DOI] [PubMed] [Google Scholar]
- Garrow AP, Papageorgiou A, Silman AJ, Thomas E, Jayson MIV, Macfarlane GJ. The grading of hallux valgus: The Manchester scale. J Am Podiatr Med Assoc. 2001;91:74–78. doi: 10.7547/87507315-91-2-74. [DOI] [PubMed] [Google Scholar]
- Menz HB, Munteanu SE. Radiographic validation of the Manchester scale for the classification of hallux valgus deformity. Rheumatology. 2005;44:1061–1066. doi: 10.1093/rheumatology/keh687. [DOI] [PubMed] [Google Scholar]
- Menz HB, Munteanu SE. Validity of 3 clinical techniques for the measurement of static foot posture in older people. J Orthop Sports Phys Ther. 2005;35:479–486. doi: 10.2519/jospt.2005.35.8.479. [DOI] [PubMed] [Google Scholar]
- Menz HB, Tiedemann A, Kwan MM, Latt MD, Sherrington C, Lord SR. Reliability of clinical tests of foot and ankle characteristics in older people. J Am Podiatr Med Assoc. 2003;93:380–387. doi: 10.7547/87507315-93-5-380. [DOI] [PubMed] [Google Scholar]
- Kaiser H. An index of factorial simplicity. Psychometrika. 1974;39:31–36. doi: 10.1007/BF02291575. [DOI] [Google Scholar]
- Bartlett M. A note on the multiplying factors for various chi square approximations. J Royal Stat Soc. 1954;16B:296–298. [Google Scholar]
- Black JR, Hale WE. Prevalence of foot complaints in the elderly. J Am Podiatr Med Assoc. 1987;1987:308–311. doi: 10.7547/87507315-77-6-308. [DOI] [PubMed] [Google Scholar]
- Nyska M, McCabe C, Linge K, Klenerman L. Plantar forefoot pressures during treadmill walking with high-heel and low-heel shoes. Foot Ankle Int. 1996;17:662–666. doi: 10.1177/107110079601701103. [DOI] [PubMed] [Google Scholar]
- Mandato MG, Nester E. The effects of increasing heel height on forefoot peak pressure. J Am Podiatr Med Assoc. 1999;89:75–80. doi: 10.7547/87507315-89-2-75. [DOI] [PubMed] [Google Scholar]
- Scott G, Menz HB, Newcombe L. Age-related differences in foot structure and function. Gait Posture. 2007;26:68–75. doi: 10.1016/j.gaitpost.2006.07.009. [DOI] [PubMed] [Google Scholar]
- Kernozek TW, LaMott EE. Comparisons of plantar pressures between the elderly and young adults. Gait Posture. 1994;3:143–148. doi: 10.1016/0966-6362(95)99064-R. [DOI] [Google Scholar]
- Lavery LA, Armstrong DG, Boulton AJM. Ankle Equinus Deformity and Its Relationship to High Plantar Pressure in a Large Population with Diabetes Mellitus. J Am Podiatr Med Assoc. 2002;92:479–482. doi: 10.7547/87507315-92-9-479. [DOI] [PubMed] [Google Scholar]
- Menz HB, Morris ME, Lord SR. Foot and ankle characteristics associated with impaired balance and functional ability in older people. J Gerontol A Biol Sci Med Sci. 2005;60:1546–1552. doi: 10.1093/gerona/60.12.1546. [DOI] [PubMed] [Google Scholar]
- Taylor A, Menz HB, Keenan A-M. The influence of walking speed on plantar pressure measurements using the two-step gait initiation protocol. The Foot. 2004;14:49–55. doi: 10.1016/j.foot.2003.09.004. [DOI] [Google Scholar]
- Garrow AP, Silman AJ, Macfarlane GJ. The Cheshire foot pain and disability survey: a population survey assessing prevalence and associations. Pain. 2004;110:378–384. doi: 10.1016/j.pain.2004.04.019. [DOI] [PubMed] [Google Scholar]
- Menz HB, Morris ME. Determinants of disabling foot pain in retirement village residents. J Am Podiatr Med Assoc. 2005;95:573–579. doi: 10.7547/0950573. [DOI] [PubMed] [Google Scholar]
- Menz HB, Morris ME. Clinical determinants of plantar forces and pressures during walking in older people. Gait Posture. 2006;24:229–236. doi: 10.1016/j.gaitpost.2005.09.002. [DOI] [PubMed] [Google Scholar]
- Hills AP, Hennig EM, McDonald M, Bar-Or O. Plantar pressure differences between obese and non-obese adults: a biomechanical analysis. Int J Obes Relat Metab Disord. 2001;25:1674. doi: 10.1038/sj.ijo.0801785. [DOI] [PubMed] [Google Scholar]
- Burns J, Crosbie J, Hunt A, Ouvrier R. The effect of pes cavus on foot pain and plantar pressure. Clin Biomech. 2005;20:877–882. doi: 10.1016/j.clinbiomech.2005.03.006. [DOI] [PubMed] [Google Scholar]