The RAAB survey was conducted across the state of Qatar from May to September 2022 and March to June 2023. A minimum sample size of 5060 was calculated using the RAAB sample size calculator, based on a 1.28% blindness prevalence from the 2009 RAAB study, with goals of achieving 0.4% precision and a 95% confidence level, factoring in a design effect of 1.4 and 10% non-response rate. Participants were selected using a stratified two-stage cluster random sampling, during the first stage, communities were used as primary sampling units (PSUs) and stratified into Qatari, and non-Qatari. The selection was divided proportionally between Qataris and non-Qataris in a 1:2.5 ratio; thus, out of 145 PSUs required for the study, 100 PSUs were assigned to the predominantly non-Qatari communities and 45 PSUs to the predominately Qatari communities. For each stratum, the number of PSUs was randomly selected from the strata’s PSUs with probability proportional to population size (PPS). The second stage was different from a typical RAAB sampling approach, here the Qatari planning and statistics authority utilized the population demographics to generate random numbers.[12] The 35 eligible persons, residing in a chosen PSU were randomly selected from an individual-level list of residents. The following Individuals were excluded 1) less than 50 years old, 2) resided in Qatar for less than six months, (visitors/ short contact workers), or 3) had contact with persons who had COVID-19 confirmed infection. A certified trainer nominated by the LSHTM trained 10 teams (each with an ophthalmologist and 2 nurses) on the survey design, data entry, and examination protocols. The training done in two batches aimed for Kappa coefficients above 0.60 for Inter-Observer Variation accuracy for VA, lens assessment, and causes of vision loss. Each selected survey participant was contacted by phone to seek his/her consent and then booked to attend one of 10 health centers selected for the survey. Upon arrival at the health center, participants confirmed their identity and consented to participate in the study in writing. Using the RAAB7 Android application on tablets, data was entered, including examination results and medical history. All participants underwent VA measurement (uncorrected, corrected, pinhole) deploying the Peek Vision acuity test,[13] in the RAAB7 application. Lens was assessed by an ophthalmologist to determine the presence of aphakia, pseudophakia, or lens opacity. Any participant with a presenting VA (PVA) of < 6/12 in any eye was further assessed by an ophthalmologist to determine the cause of poor vision with pupil dilatation where needed. The study obtained ethical approval from the MOPH. Data were recorded on encrypted, password-protected mobile data collection devices, each equipped with GPS to log the location of survey completion, followed by a secure upload directly to Peek Vision's encrypted server. Access to the data was limited to the Principal Investigator (PI), RAAB trainer, and selected Peek technical staff. After the survey, identifiable data were removed. The RAAB methodology followed a WHO algorithm for determining the main cause(s) of vision impairment for eyes and person.[14] All Vision impairment was defined as combination of all levels of vision impairment excluding the blindness, i.e., as a combination of mild, moderate, and severe VI. Mild VI = PVA < 6/12 but ≥ 6/18, Moderate VI = PVA < 6/18 but ≥ 6/60 and Severe VI = PVA < 6/60 but ≥ 3/60 in the better eye. Blindness was defined as a PVA is less than 3/60 in the better eye.[14] Cataract surgical coverage (CSC) and eCSC are indicators to capture the extent of cataract surgery reach,[15, 16] eCSC reflects the proportion of adults who need cataract surgery, have undergone the operation, and achieved a good level of distance VA. [15, 16]
CSC = (X + Y) / (X + Y + Z).
eCSC = (A + B) / (X + Y + Z)
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A = Individuals with unilateral cataract surgery achieving post-operative VA ≥ 6/12 in the operated eye with pinhole VA < 6/12 in the other eye.
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B = Individuals with bilateral cataract surgery achieving post-operative VA ≥ 6/12 in at least one eye.
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X = Individuals with unilateral cataract surgery + pinhole VA < 6/12 in the other eye
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Y = Individuals with bilateral cataract surgery (regardless of VA).
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Z = Individuals with pinhole VA < 6/12 in both eyes as cataract is the primary cause of visual impairment.
The relative quality gap (difference between eCSC and CSC) was calculated as (CSC–eCSC)/CSC, with lower values reflecting better quality of cataract surgical services. Other indicators were Refractive Error Coverage (REC) and eREC, the latter measures the proportion of individuals who need and receive the refraction services, improving their uncorrected VA (UCVA) from worse than 6/12 to 6/12 or better. The RAAB7 methodology defines the presence of URE, as VA of < 6/12 in the better eye that could be improved to equal to or better than 6/12 by refraction (corrected VA, CVA), or by placing a pinhole occluder in front of an eye (pinhole VA, PinVA).[16–18]
REC = (A + B) / (A + B + C)
eREC) = A / (A + B + C).
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A = Individuals with spectacles, or contact lenses, whose UCVA = < 6/12 in the better eye achieving CVA = 6/12 in the better eye (Met Need).
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B = Individuals with spectacles, or contact lenses, whose UCVA and CVA are < 6/12 in the better eye but improved to 6/12 or better with Pinhole (Undermet Need).
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C = Individuals with no spectacles, nor contact lenses, whose UCVA < 6/12 in the better eye, and PinVA is 6/12 or better in the better eye (Unmet Need).