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Impact of blindness due to cataract in elderly fallers: findings from a cross-sectional study in Andhra Pradesh, South India



To estimate the prevalence of falls, frequency of falls, injury due to falls and to explore the relationship between cataract-related blindness and falls in older patients above or equal to 50 years of age.


A cross-sectional study was conducted to investigate the relationship between cataract related blindness and risk of fall. Details about any fall in the previous 12 months and systemic illness history were collected through a personal interview. Overall, 70 (18.3%; 95% confidence intervals (CI) 14.4%, 22.2%) of the 382 patients investigated had experienced falls. The history of recurrent falls were more commonly seen in patients with bilateral cataract (p = 0.023). The mean presenting Logarithm of the Minimum Angle of Resolution (LogMAR) visual acuity was significantly higher in fallers when compared to non-fallers: 0.81 ± 0.41 versus 0.65 ± 0.31 (p = 0.001). The prevalence of falls was significantly higher in patients with bilateral cataract blind; adjusted odds ratio (OR): 1.76 (p = 0.042). Timely diagnosis and surgical intervention in patients with bilateral blindness due to cataract may help prevent falls in older patients in Andhra Pradesh, South India.


Falls and fractures are common and serious preventable problems encountered by elderly population throughout the world and are an important cause of morbidity and mortality [1, 2]. Previously, it was estimated that close to 40% of healthy individuals over the age of 65 experience at least one fall a year [3]. Poor vision, reduced contrast sensitivity and depth perception were reported as important visual risk factors for falls in elderly [4,5,6,7,8,9,10,11]. A multidisciplinary review conducted previously had described the critical role of decreased visual acuity in fall events, particularly related to trips, slips and falls due to environmental hazards [12]. Health care costs as a result of fractures caused by falls are pervasive and substantial and correlate with the frequency and severity of falls [13].

Falls can be prevented through several evidence-based interventions. Identifying at-risk patients such as patients requiring cataract surgical intervention is an important part of management. Studies earlier have proved that cataract surgery on the first affected eye reduced falls in a population of older women [14].

However, there is a paucity of data on the association of cataract blindness and falls and falls with injury in the population of India. Few studies conducted previously in India have reported the prevalence of falls among elderly but not specific to the cause of blindness [15,16,17,18]. The present study seeks to evaluate the relationship between cataract related blindness and risk of falls and injury due to falls among elderly in the state of Andhra Pradesh, Southern India.

Main text


A hospital-based, cross-sectional study was conducted in the Guntur district of Andhra Pradesh, South India during December 2016 to March 2017 among patients aged 50 years and above diagnosed with either unilateral or bilateral operable cataract as part of the community outreach program offered by a Tertiary Eye Hospital. A total of 401 patients requiring cataract surgical services were randomly selected and invited to participate in the study. Of these, complete data were available for 382 (95.3%) patients who responded to a structured questionnaire. The socioeconomic status of the patient was determined by his or her ability to pay for surgery. Informed consent was obtained from all participants before interview either by thumb impression or signed by the participant. The study was approved by the Institutional Review Board of Sankara Eye Hospital, Bengaluru. The study adhered to the tenets of the Helsinki Declaration.

Sample size was calculated using the prevalence estimate of falls in visually impaired population among elderly reported as 52.4% previously in India [18]. Considering this as the baseline estimate and at 5% level of significance and relative precision respectively, the sample size estimated was 383. Assuming further that 10% of the patients may not respond to interview, a total of 421 were estimated.

This study included both men and women aged ≥ 50 years, able to move indoors without walking aids and on examination were confirmed to be operable for unilateral or bilateral cataract graded post dilation as nuclear cataract grade 5 to grade 1. Patients with other cataracts included were cortical and posterior subscapular opacities. Patients with retinal diseases, glaucoma and corneal disease were excluded. The demographic details and history of hypertension and/or diabetes including history of using medication were elicited. Diastolic and Systemic blood pressure was measured by sphygmomanometry in an upright sitting position after a 5 min rest period. Patients whose blood pressure reading was ≥ 140/90 mm Hg and/or on medication for control of hypertension were considered to be hypertensive. Presence of diabetes was confirmed by using the fasting plasma glucose test and/or on medication for control of diabetes. An individual patient who can pay for cataract surgery was considered to be middle and upper socioeconomic category group. Data with respect to history of falls were elicited from participants to include falls where any part of the body above the ankle hit the floor or ground and falls which occurred on stairs and during the work in work place and was defined as unintentionally coming to the ground or some lower level and not as a result of a major intrinsic event (e.g. stroke) or overwhelming hazard [19]. Details regarding recurrent falls and injuries resulting from any fall were elicited. A participant was classified as a “faller” if a fall had occurred in the past 12 months. The selective clinical parameters were extracted from the case sheets of the each patient registered for cataract surgery in the hospital. The investigator who administered the questionnaire was masked to the visual acuity and comorbidity details of the patients.

Statistical analysis

Data were initially explored through descriptive statistics. Univariable associations between various risk factors and falls with potential covariates were analysed by using the χ2 test and the extent of risk was expressed using the logistic regression model. Further to find out risk factors associated with the fall, multivariable logistic regression model was employed adjusting for the potential confounders. The adjusted ORs with 95% CI were also derived for the possible interaction effects in the model whose fitness was assessed by using the Hosmer–Lemeshow goodness-of-fit test statistics, in which p > 0.05 indicates no evidence of misfit. In addition, separate linear regression models were applied to study the relationship between number of falls and visual acuity in LogMAR units in the better eye. A two sided p < 0.05 was considered to be statistically significant. All statistical analysis were conducted using the Statistical Package for Social Sciences (SPSS) version 17.0 (SPSS, Chicago, IL, USA) for Windows.


The sociodemographic and clinical characteristics of the fallers and non-fallers are shown in Table 1. Overall, the mean age was 63.9 ± 6.9 years; range: 50–89 years and there were 202 (52.9%) females. A total of 111 (29.1%) patients reported a history of diabetes and hypertension with an evidence of using medication. A majority (63.9%; n = 71) of them belonged to working status group. Overall, there were 107 (28.0%) (Best corrected distance LogMAR visual acuity (BCVA) < 6/60 in the better eye) and 14 (3.7%) (BCVA < 3/60 in the better eye) patients blind according to Indian and World Health Organization’s definitions respectively.

Table 1 Characteristics of the study participants by fallers and non-fallers (N = 382)

Overall, 70 (18.3%; 95% CI 14.4%, 22.2%) patients had history of at least one fall during the past 12 months. History of falls were more commonly seen in patients with bilateral cataract (Table 1). Falls in the past 12 months were reported in 29 males and 41 females. Among these, fall recurrence occurred in 24.3% (n = 17) fallers. Number of falls ranged from 1 to 7 multiple times. Fall led to injury in 25.7% (n = 18) patients. Fall was situated at home in 10.0% (n = 7) patients or outside at work place in 88.6% (n = 62) patients.

Table 2 reports the results of univariable and multivariable logistic regression analysis. Patients with history of systemic illness (diabetes or hypertension) had significantly higher prevalence of falls; adjusted odds ratio (OR): 2.06 (95% CI 1.17, 3.62) (p = 0.012) (Table 2). Patients categorized blind as per Indian definition had significantly higher prevalence of falls; OR: 1.76 (95% CI 1.02, 3.04) (p = 0.042). The prevalence was fivefolds higher in patients defined as blind according to the WHO definition (Table 2). The prevalence of falls was higher in those belonging to lower and extreme poor socioeconomic group, however, it was borderline significant (p = 0.051). Decreased visual acuity was significantly associated with increased risk of falls (p = 0.007) (Fig. 1).

Table 2 Univariable and multivariable logistic regression analysis of risk factors for falls (N = 382)
Fig. 1
figure 1

Proportion of participants who suffered falls and non-fallers classified with respect to visual acuity

According to the linear regression model, for each unit increase in the LogMAR visual acuity in the better eye, there were 0.55 units (Beta coefficient = 0.55; p < 0.001) increase in the number of falls. We also explored the associations between falls and interaction of systemic illness and blindness in the model. The analysis revealed a significant association between falls and interaction term of systemic illness and blindness inputted as a combined effect; adjusted OR: 2.49 (95% CI 1.43, 4.34) (p = 0.001).


There is a paucity of data reporting the associations between visual impairment and falls and injuries due to falls in Indian population. In this study, we found an evidence of the relationship between cataract related blindness and falls. Further, the study revealed an evidence of an association between presence of systemic illness (diabetes/hypertension) and falls which is in accordance with previously published reports [20]. Patients with severe visual impairment (Presenting Visual Acuity (PVA)) < 3/60 in the better eye) showed an increased prevalence of falling by more than fivefold, although our findings must be treated with caution, considering small number of patients studied in this category of blindness. Overall, our findings substantiate previous studies confirming that severe visual impairment is a significant risk factor for falls and injuries resulting from falls [5, 11, 12, 21,22,23,24,25].

The prevalence of falls in our study was 18.3% which is in accordance to the prevalence estimates reported previously, the Longitudinal Aging Study Amsterdam (16.2%) [21], the Study of Osteoporotic Fractures (16.4%) [5]. Our study has demonstrated two important findings which are similar to the findings published previously [5, 21, 22], namely (i) Decrease in visual acuity was significantly correlated with increased risk of falls (Fig. 1); (ii) Change in visual acuity (LogMAR) has significantly predicted the occurrence of frequent falls suggesting that correction of visual loss helps to reduce the future falls and its associated burden in the community. A study conducted previously in hospitalized patients revealed a significant association between visual impairments and falls (adjusted odds ratio: 13.9%; p < 0.001) which is in accordance with our study findings [22]. Our study findings demonstrate the importance of cataract surgical intervention in elderly patients in order to prevent the falls due to decreased visual acuity which support the evidence published most recently by Stephen Lord and others [10, 11, 23, 24]. Reduced ability to detect low contrast hazards, judge distances and perceive spatial relationships by patients are the major visual impairment associated with increased risk of falls [11]. In addition to it, the multifocal glasses may add up to the risk of falls in elderly patients due to their reduced ability to detect environmental hazards, therefore, it is also an important criteria for ophthalmologists and health care professionals to consider contrast sensitivity measures when prioritizing cataract patients for surgery [5, 11].

The prevalence of falls reported most recently from The Singapore Malay Eye Study was 14.7% which is slightly less than the estimate from current study [26]. However, the Salisbury Eye Evaluation (SEE) reported a higher estimate of falls 29% [7]. The SEE Project investigated participants who were considerably older than our study participants (75 years vs 64 years) which might have caused the differences in prevalence estimates. Similar or even higher prevalence estimates of falls ranging from 28 to 35% have been reported earlier in elderly population [2, 27,28,29]. However, from the time that these studies were conducted there has been medical advancement in care available to the patients that might be the reason for the reduced prevalence of falls noticed in this present study. Although, earlier studies conducted in India have found prevalence of falls to range from 14 to 53%, however, these data are not vision specific for comparisons with our study findings [30,31,32].

Linear regression analysis of this study data revealed a significant relation between LogMAR visual acuity and number of falls (b = 0.55; p < 0.001), which is in accordance with published reports [33]. Association between systemic illness and blindness and risk of falls have clinical implications for clearing the backlog of cataract burden as well as to implement effective strategies to deal with surgery related complications which is supported by published evidence that highlights “cataract surgery can prevent falls” [34,35,36].


In summary, this study documents the prevalence of falls and its association with blindness in the Southern Indian population. To our knowledge, this is the first of its kind to document the associations between visual impairment due to cataract and risk of falls, frequency of falls and injuries due to falls in the Indian population. These results can be helpful for future research and planning effective strategies to prevent falls among elderly population. The existing community eye health initiatives should be strengthened that focuses to raise awareness especially in older population and their caregivers of the importance of regular eye examinations and use of appropriate prescription glasses for prevention of falls [11]. In addition, this study highlights the importance of screening among older adults for operable cataract and identification of those at risk of future falls in order to take precautionary steps thereby improving the quality of life of patients.


The limitation of the study was the relatively small sample size and future studies should include larger representative sample with varying level of visual impairment from not only cataract but also from diabetic retinopathy, glaucoma and age-related macular degeneration. Nevertheless, these findings suggest that decreased visual acuity due to cataract is the most important predictor of increased prevalence of falls and falls with injuries in this population.



Logarithm of Minimum Angle of Resolution


confidence intervals


odds ratio


Statistical Package for Social Sciences


best corrected distance visual acuity


presenting visual acuity


Salisbury Eye Evaluation


  1. Dunn C, Sadkowsky K, Jelfs P. Trends in Deaths: Australian data, 1987–1998 with Updates to 2000. Canberra: Australian Institute of Health and Welfare; 2002.

    Google Scholar 

  2. Tinetti ME, Speechley M, Ginter SF. Risk factors for falls among elderly persons living in the community. N Engl J Med. 1988;319:1701–7.

    Article  CAS  Google Scholar 

  3. Downtown JH, Andrews K. Prevalence, characteristics and factors associated with falls among the elderly living at home. Aging (Millano). 1991;3:219–28.

    Google Scholar 

  4. Klein BE, Moss SE, Klein R, Lee KE, Cruickshanks KJ. Associations of visual function with physical outcomes and limitations 5 years later in an older population: the Beaver Dam Eye Study. Ophthalmology. 2003;110:644–50.

    Article  Google Scholar 

  5. Coleman AL, Stone K, Ewing SK, Nevitt M, Cummings S, Cauley JA, et al. Higher risk of multiple falls among elderly women who lose visual acuity. Ophthalmology. 2004;111:857–62.

    Article  Google Scholar 

  6. Aama TA. Falls in elderly; Spectrum and prevention. Can Fam Physician. 2011;57:771–6.

    Google Scholar 

  7. Freeman EE, Munoz B, Rubin G, West SK. Visual field loss increases the risk of falls in older adults: the Salisbury eye evaluation. Invest Ophthalmol Vis Sci. 2007;48:4445–50.

    Article  Google Scholar 

  8. Ivers R, Cumming R, Mitchell P. Poor vision and risk of falls and fractures in older Australians: the Blue Mountains Eye Study. NSW Public Health Bull. 2002;13:8–10.

    Article  Google Scholar 

  9. Klein BE, Klein R, Lee KE, Cruickshanks KJ. Performance-based and self-assessed measures of visual functions as related to history of falls, hip fractures, and measured gait time. The Beaver Dam Eye Study. Ophthalmology. 1998;105:160–4.

    Article  CAS  Google Scholar 

  10. To KG, Meuleners LB, Fraser ML, Do DV, Duong DV, Huynh VA, To QG, Phi TD, Tran HH, Nguyen ND. Prevalence and visual risk factors for falls in bilateral cataract patients in Ho Chi Minh City, Vietnam. Ophthalmic Epedemiol. 2014;21(2):79–85.

    Article  Google Scholar 

  11. Lord SR. Visual risk factors for falls in older people. Age Ageing. 2006;35-S2:ii42–5.

    Article  Google Scholar 

  12. Reed-Jones RJ, Solis GR, Lawson KA, Loya AM, Cude-Islas D, Berger CS. Vision and falls; a multidisciplinary review impairment to falls among older adults. Muturitas. 2013;75(1):22–8.

    Article  Google Scholar 

  13. Rizzo JA, Friedkin R, Williams CS, Nabors J, Acampora D, Tiinetti ME. Health care utilization and costs in a Medicare population by falls status. Med Care. 1998;36:1174–88.

    Article  CAS  Google Scholar 

  14. Gillespie LD, Gillespie WJ, Robertson MC, et al. Interventions for preventing falls in elderly people. Cochrance Database Syst Rev. 2003;4:CD000340.

    Google Scholar 

  15. Dhargave P, Sendhilkumar R. Prevalence of risk factors for falls among elderly people living in long-term care homes. J Clin Gerontol Geriatr. 2016;7:99–103.

    Article  Google Scholar 

  16. Patil SS, Suryanarayana SP, Dinesh R, Shivraj NS, Murthy NS. Risk factors for falls among elderly: a community based study. Int J Health Allied Sci. 2015;4:135–40.

    Article  Google Scholar 

  17. Agarwalla R, Saikia AM, Pathak R, Islam F, Borah M, Parashar M. A cross sectional study on assessment of falls in community dwelling elderly of Assam. Ntl J Community Med. 2016;7:368–71.

    Google Scholar 

  18. Sirohi A, Kaur R, Goswami AK, Mani K, Nongkynrih B, Gupta SK. A study of falls among elderly persons in a rural area of Haryana. India J Public Health. 2017;61:99–104.

    Google Scholar 

  19. Lord SR, Menz HB, Tiedemann A. A physiological profile approach to falls risk assessment and prevention. Phys Ther. 2003;83:237–52.

    PubMed  Google Scholar 

  20. Yokomoto-Umakoshi M, Kanazawa I, Kondo S, Sugimoto T. Association between the risk of falls and osteoporotic fractures in patients with type 2 diabetes mellitus. Endocr J. 2017;64(7):727–34.

    Article  Google Scholar 

  21. De Boer MR, Pluijm SM, Lips P, Moll AC, Vo Iker-Deiben HJ, Deeg DJ, et al. Different aspects of visual impairment as risk factors for falls and fractures in older men and women. J Bone Miner Res. 2004;19:1539–47.

    Article  Google Scholar 

  22. Kasuga T, Aruga F, Oho K, Hiratsuka Y, Murakami A. Visual impairment as an independent risk factor for falls in hospitalized patients. Can J Ophthalmol. 2017;52(6):559–63.

    Article  Google Scholar 

  23. Feng YR, Meuleners LB, Fraser ML, Brameld KJ, Agramunt S. The impact of first and second eye cataract surgeries on falls; a prospective cohort study. Clin Interv Aging. 2018;13:1457–64.

    Article  Google Scholar 

  24. Tran TH, Nguyen Van Nuoi D, Baiz H, Baglin G, Leduc JJ, Bulkaen H. Visual impairment in elderly fallers. J Fr Ophthalmol. 2011;34(10):723–8.

    Article  CAS  Google Scholar 

  25. Assantachai P, Praditsuwan R, Chatthanawaree W, Pisalsarakij D, Thamlikitkul V. Risk factors for falls in the Thai elderly in an urban community. J Med Assoc Thai. 2003;86:124–30.

    PubMed  Google Scholar 

  26. Lamorreux EL, Chong E, Wang JJ, et al. Visual impairment, causes of vision loss, and falls: the Singapore Malay Eye Study. Invest Ophthalmol Vis Sci. 2008;49:528–33.

    Article  Google Scholar 

  27. Campbell AJ, Reinken J, Allan BC, Martinez GS. Falls in old age: a study of frequency and related clinical factors. Age Ageing. 1981;10:264–70.

    Article  CAS  Google Scholar 

  28. Prudham D, Evans JG. Factors associated with falls in the elderly: a community study. Age Ageing. 1981;10:141–6.

    Article  CAS  Google Scholar 

  29. Campbell AJ, Borrie MJ, Spears GF. Risk factors for falls in a community-based prospective study of people 70 years and older. J Gerontol. 1989;44:M112–7.

    Article  CAS  Google Scholar 

  30. Joshi K, Kumar R, Avasthi A. Morbidity profile and its relationship with disability and psychological distress among elderly people in Northern India. Int J Epidemol. 2003;32:978–87.

    Article  Google Scholar 

  31. Dsouza SA, Shringapura A, Karol J. Circumstances and consequences of falls in India older adults. Indian J Occup Ther. 2008;4:3–11.

    Google Scholar 

  32. Johnson SJ. Frequency and nature of falls among older women in India. Asia Pac J Public Health. 2006;18:56–61.

    Article  CAS  Google Scholar 

  33. Legood R, Scuffham P, Cryer C. Are we blind to injuries in the visually impaired? A review of literature. Inj Prev. 2002;8:155–60.

    Article  CAS  Google Scholar 

  34. Brannan S, Dewar C, Sen J, Clarke D, Marshall T, Murry PL. A prospective study of the rate of falls before and after cataract surgery. Br J Ophthalmol. 2003;87:560–2.

    Article  CAS  Google Scholar 

  35. Harwood RH, Foss AJ, Osborn F, Gregson RM, Zaman A, Masud T. Falls and health status in elderly women following first eye cataract surgery: a randomized controlled trial. Br J Ophthalmol. 2005;89:53–9.

    Article  CAS  Google Scholar 

  36. Lawlor DA, Patel R, Ebrahim S. Association between falls in elderly women and chronic diseases and drug use: cross-sectional study. BMJ. 2003;327:712–7.

    Article  Google Scholar 

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Authors’ contributions

SK has designed the study, was involved in data collection, statistical analysis and manuscript writing. RVR has provided inputs related to the definitions and outcomes of the study parameters. Both authors read and approved the final manuscript.


The authors thank the Department of Community Outreach Services Team particularly Dr. Imtiaz Sayed Ahmed, Mr. Bharat Balasubramaniam, Mrs. Tripura, Mrs. Santhoshi, Mr. Sinivas, Mr. Saidulu, Mr. Kishor Isai, and Mr. Nagababu for their help in smooth conduct of the study; Mrs. Mahalakshmi for data entry assistance and all participants who participated in the study.

Presented at an annual national conference named “VISION 2020: The Right to Sight - India” held at Sri Sankaradeva Nethralaya, Guwahati, Assam, India during 9–10, June 2018.

The authors does not have any proprietary interests or conflicts of interest related to this submission. The authors would like to state that this manuscript has not been published anywhere previously and that it is not simultaneously being considered for any other publication. Also authors state that the data will be provided only to the Chief-Editor on request at any time either during the review process or post review of the manuscript.

Competing interests

The authors declare that they have no competing interests.

Availability of data and materials

The data is available with corresponding author and kept confidential and will be shared only when it is mandatory for verifications of the study findings and is submitted to only the editorial office on such a request.

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Not applicable.

Ethics approval and consent to participate

Informed consent was obtained from all participants before interview either by thumb impression or signed by the participant. The study was approved by the Institutional Review Board of Sankara Eye Hospital, Bengaluru. The study adhered to the tenets of the Helsinki Declaration.


No external funding was availed for this project.

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Correspondence to Sannapaneni Krishnaiah.

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Krishnaiah, S., Ramanathan, R.V. Impact of blindness due to cataract in elderly fallers: findings from a cross-sectional study in Andhra Pradesh, South India. BMC Res Notes 11, 773 (2018).

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