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Risk factors for vitamin A and D deficiencies among children under-five in the state of Palestine

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Abstract

Background

Vitamin A and D are essential for the proper growth and development of a child. Due to the complex political circumstances in the state of Palestine, research on micronutrient deficiency is scarce.

Methods

The Palestinian Ministry of Health (MOH) and UNICEF conducted a national cross-sectional survey in 2013 after the implementation of various micronutrient supplementation and fortification programs. Risk factors for levels of vitamin A (n = 1054) and vitamin D (n = 150) were assessed among children aged 6 to 59 months using chi-square tests and logistic regression with each of the outcome variables, vitamin A and D deficiencies. A child was considered to be deficient in vitamin A and D if he/she had a serum level < 1.05 μmol/L and < 50 nmol/L respectively. Multiple logistic regression models were developed to identify independent risk factors for vitamin deficiencies.

Results

The prevalence of vitamin A and D deficiency was 73.1% and 60.7% respectively. Children in Gaza were 1.34 (95%CI 0.78–2.31) and 1.96 times (95%CI 0.67–5.71) more likely to be deficient in vitamin A and D respectively compared to children in the West Bank. Anaemic children were 1.5 times more likely to be deficient in vitamin A (95%CI 1.08–2.10). Older children (> 1 year-old) were more likely to be deficient in vitamin D, and females were 2.72 times more likely to be deficient than males (95%CI 1.21–6.01). Results suggest no association between maternal education levels, feeding practices such as breastfeeding and complementary feeding and vitamin A and D deficiency. Although not reaching conventional levels of statistical significance, it was observed that children who received their vitamin drops from the MOH were more likely to have vitamin A and D deficiencies than those children receiving the supplements from the United Nations Relief and Works Agency for Palestine Refugees (UNRWA).

Conclusions

Using these results, the MOH may consider specifically targeting at risk children to increase adherence to the full supplementation regimen. Further research into effective methods of service delivery by health service providers is needed including an in depth look at the UNRWA maternal counselling and supplement provision protocols.

Background

Due to the complex political and economic situation, the population of the State of Palestine may be particularly vulnerable to micronutrient deficiencies. An estimated 25.8% of the population of 4.8 million lies under the poverty line [1]. The poverty rate varies dramatically within the country’s two main regions: the West Bank (17.8%) and the Gaza Strip (38.8%) [1]. In combination with these poor economic indicators, a World Health Organization report in 2016 demonstrated that the Palestinian Ministry of Health (MOH) faces political instability and tends to rely on donor funding for its work [2]. The population in the Gaza Strip is more likely to have poor health outcomes than the West Bank as it is currently under a blockade by land, sea and air. Furthermore, in 2014 Gaza experienced military airstrikes resulting in civilian deaths, the destruction of critical health care facilities and disruption of the food supply [2]. Accessing and providing national healthcare services, such as micronutrient supplements, may also be dependent on the presence of military checkpoints [2]. There are four primary health providers that try to implement care in these precarious political circumstances: MOH, Non-Governmental Organizations (NGOs), United Nations Relief and Works Agency for Palestine Refugees (UNRWA), and private providers. The UNRWA provides services to registered refugees with concentrated efforts in Gaza [2]. High poverty rates combined with political tensions make provision and coordination of health care by the MOH very difficult. Thus, it is critical to assess and monitor progress of state-wide programs and examine any differences in service provision between various regions.

Micronutrients such as vitamin A and vitamin D are critical for the proper growth and development of children. Due to the micronutrient’s role in bone mineralization, in its most severe form, vitamin D deficiency (VDD) can lead to rickets [3,4,5]. The primary source of vitamin D is UV radiation, and despite ample sunlight in the region, estimates of the prevalence of VDD among children under-five in the Middle East and North Africa range between 30% and 75% [3]. Some studies attribute this to reduced outdoor physical activity, the clothing style in the region, or to seasonal variations in a child’s month of birth (i.e. a child born in winter versus the summer) [4, 6,7,8,9,10,11,12].

Vitamin A, also known as retinol, is essential for cellular differentiation, which impacts growth, reproduction, the immune response and most notably visual function [13, 14]. In severe cases, vitamin A deficiency (VAD) can cause permanent blindness, and is also associated with increased morbidity and mortality from childhood infections such as diarrheal disease, respiratory infections and measles [13,14,15]. This may be attributable to the inverse relationship of the vitamin with levels of C-reactive protein (CRP), which tend to be elevated during infections and suppress uptake of vitamin A [14, 16]. Furthermore, VAD has also been closely linked to the presence of stunting and wasting in children [15]. Few studies have estimated the overall prevalence of VAD among children in the Middle East alone, however one study estimated the prevalence was 11% in the combined regions of the Middle East, North Africa and Central Asia [15].

Studies in the Middle East have highlighted trends in the following risk factors common in both vitamin A and D deficiencies: gender, age and maternal education. While female children have been found to be more likely to have VDD than males, [4, 17] two studies in Saudi Arabia and Iran demonstrated VAD was more common in male neonates [18, 19]. Some evidence suggests older children are more likely to have VAD and VDD as opposed to their younger counterparts [5, 13, 14]; however, there have been some studies that have observed the opposite trend [4, 20]. Additionally, evidence has suggested an inverse relationship between maternal education levels and VDD [3, 4] and VAD [16].

The role of breastfeeding and complementary feeding has also been examined [16, 21]. While exclusive breastfeeding is an adequate source of vitamin A for children under six months of age, this alone cannot be the only source of vitamin D [14, 21]. Lastly, children with VAD have been considered more likely to develop anaemia due to vitamin A playing a crucial role in red-blood cell production and iron metabolism [13, 14]. A cross-sectional study in Jordan explored a potential relationship of anaemia with VDD, yet no association was found [4].

This study examined the data collected from the Palestinian Micronutrient Survey in 2013, which assessed the supplementation program for vitamin A and D for children under-five. The main aim was to ascertain the prevalence and the risk factors for VAD and VDD among children in the state of Palestine. Moreover, the study measured the uptake of the vitamin A and D supplementation program and considered whether variations in VAD and VDD are related to the availability of supplements by different health service providers.

Methods

Data collection and management

The Palestinian MOH funded a national study, the Palestinian Micronutrient Survey (PMS), with technical, logistical and financial support from UNICEF, to conduct one of the first evaluations of its food fortification and supplementation programs, including the provision of vitamin A and D supplements to children from 21 days old up to 12 months of age. The survey was administered to children ages six to 59 months. Randomized cluster sampling using probability proportional to size generated 40 clusters in Gaza and the West Bank with 15 individuals selected from each cluster [22]. The researchers determined the sample size using the following formula: n = 1.962 * p (1-p) *Deff / e2. Informed by the multiple cluster indicator survey (MICS4), the prevalence value for anaemia (p = 20%) was used to calculate the sample size as this was initially the main health outcome of interest in the PMS. The design effect (Deff) was 1.4 to correct any loss in precision due to choosing cluster sampling. This Deff was chosen as there is minimal variation in childhood anaemia levels in the same cluster in both the West Bank and Gaza Strip. Furthermore, the population is homogenous in regards to health conditions, culture and socioeconomic conditions within the same cluster. The formula yielded a sample size of 1200 children ages six to 59 months. The recruitment of the children took place at clinics for women and their children.

The field workers received verbal informed consent from the mothers of the children to provide information regarding the child’s health and to collect blood samples. The analysis of the blood samples was conducted by teams at Central Public Health Lab West Bank and PHD-Laboratories. The laboratory ensured the quality of its methods by repeated analyses (n = 6–10) of the same sample to determine the inter-assay coefficient of variance (IACV) [22]. The study found the IACV for retinol and 25 OH-cholecalciferol to be 3.31 and 3.9 respectively, where values less than 10 are considered robust [22]. In addition to blood serum tests, data were collected on demographic, socioeconomic factors and nutritional practices that enable the assessment of risk factors for these micronutrient deficiencies.

Survey data

The risk factors that were examined in this study fall into the following categories: demographic, geographic, socio-economic, and frequency of supplement provision. There were also data on the availability of the vitamin supplements by the particular health service providers. The relationship between anaemia and vitamin A and D deficiency was also considered by assessing mean levels of haemoglobin (Hb) in children. Anaemia was classified as a child having an Hb level less than 11.0 g/dl [22].

Analysis

While the sample size was 1200, only 1054 samples of vitamin A were used for this analysis. Quality control teams at the district level rejected 108 samples as they were clotted, broken or opened. The Central Public Health Laboratory (CPHL) received the remaining 1092 samples and rejected an additional 38 for the aforementioned reasons. Vitamin D samples were only taken form 150 children as vitamin D was not part of the original study proposal submitted to donors. As the costs of the kits for analyzing VDD was high, the micronutrient survey committee could only afford to collect 150 samples.

Vitamin A was measured in ppb and was converted to μmol/L by multiplying by the international conversion factor standard, 3.491. Vitamin D was measured in pg/ml, and was converted to nmol/L by using the international conversion factor standard of 2.496. Since vitamin D levels were recorded in only 150 of the children sampled, the outcome variables were dichotomized as follows using cut-offs defined by CPHL West Bank and PHD-Laboratories [22]: Vitamin A < 1.05 μmol/L deficient/low, ≥ 1.05 μmol/L sufficient; Vitamin D: < 50 nmol/L deficient/low, ≥ 50 nmol/L sufficient. In other works of literature these vitamins have an additional categorical cut-off: Vitamin A: < 0.7 μmol/L deficient and Vitamin D: < 25 nmol/L deficient.

Chi-squared tests were used to examine the association between categorical risk factors and the binary micronutrient outcomes. Fisher’s exact tests were used if any of the expected values were less than one. Logistic regression was performed to determine the odds ratios. Tests for trend were used to assess the outcomes with the ordered categorical risk factors of education and age group. Similarly, associations between vitamin deficiency and presence of anaemia were also assessed using chi-squared tests.

Multiple logistic regression models were used to assess independent effects of risk factors. Final models adjusted for core and modifiable variables, based on prior hypotheses rather than on statistical significance. Factors were considered modifiable if an intervention could impact on them, such as a health promotion campaign could increase levels of breastfed children. Each model allowed for the clustering of the district variable. Wald tests generated the p-values in the final model. The data analysis software used was STATA version 14 [23].

Results

Of the 1200 children sampled, serum level of vitamin A was recorded in 1054 children (87.8%), and vitamin D in 150 children (12.5%). Table 1 shows the prevalence of vitamin A and D deficiency.

Table 1 Prevalence of Vitamin A and D Deficiency in Children 6–59 months

Vitamin A results

The mean level of vitamin A was 0.900 μmol/L (StDev: 0.392) and 73.1% (95%CI 70.5–75.8%) of the children were considered deficient (< 1.05 μmol/L). Table 2 shows the unadjusted associations between risk factors and the presence of VAD.

Table 2 Unadjusted Associations between Risk Factors and Vitamin A Deficiency

While there was no trend detected in age nor differences between the genders, there was a strong association found between higher levels of maternal education and lower levels of VAD in children. Furthermore, there was a large statistically significant variation in deficiency rates of vitamin A between and within the West Bank and Gaza Strip (see footnote Table 3 for classification of regions). For instance, the highest and lowest mean levels of vitamin A were found in the North West Bank (WB) in Tubas and Tulkram respectively. Additionally, although confidence intervals were very wide, children in the Bedouin camps were over five times more likely to have VAD than children living in cities. Contrastingly, their counterparts in the refugee camps were 26% less likely to have VAD than children living in cities. While not found to be statistically significant, this may correlate to the result that children who received drops from the UNRWA were 17% less likely than children receiving drops from the MOH to have VAD. There was no evidence of an association between breastfeeding and complementary feeding and vitamin A deficiency.

Table 3 Unadjusted Associations between Risk Factors and Vitamin D Deficiency

Vitamin D results

For the subsample of children that were examined for vitamin D (n = 150) the mean level of the micronutrient was 47.6 nmol/L (StDev: 17.0) and 60.7% of children were considered to be deficient (95%CI 52.8–68.4%). The unadjusted odds ratios associated with each level of a risk factor are illustrated in Table 3.

Similar to Vitamin A, there was no statistically significant association between VDD and increasing age, season of birth, practice of breastfeeding and complementary feeding nor gender. Although not found to be statistically significant, similarly to vitamin A, children who received drops from the UNRWA were 20% less likely to have VDD than children receiving the supplements from the MOH. However, unlike vitamin A, there was no evidence of an association of between VDD region of residence, maternal education level nor type of community).

Relationship between vitamin A and D3 levels and haemoglobin levels

There were 1124 observations of haemoglobin (Hb) levels (Table 4). The mean level of Hb in the sample was 11.6 g/dl (StDev: 1.11). Those children with anaemia were 47% more likely to have VAD (p = 0.027). There was no statistical evidence of an association between vitamin D deficiency and anaemia.

Table 4 Association between Categorical Levels of Vitamin A and D and Anaemia

Multiple logistic regression analysis

Vitamin A results

After adjusting for the other factors listed in Table 5, most risk factors showed no statistical association with VAD, with the exception of three variables. Similar to the bivariable analyses, those with anaemia were 50% more likely to be deficient in vitamin A. Children who did not receive complementary feeding before 6 months of age were 53% more likely to have VAD. Increased levels of CRP remained associated with an increased odds of deficiency. Furthermore, a mother’s education was no longer a significant predictor of deficiency after adjusting for all other factors.

Table 5 Results from Multiple Logistic Regression Analysis for Vitamin A

There were five risk factors with adjusted odds ratios that were not statistically significant but the trends may be worth exploring in future research. Those children living in the Gaza Strip, males and older children (with the exception of children aged 3 to 4) were more likely to have VAD. Additionally, the children who receive the drops from the UNRWA and NGOs appear less likely to have VAD as opposed to those children who are supplied by the MOH.

Vitamin D results

Adjusted odds ratios in Table 6 highlight four risk factors that demonstrate statistical significance. There is a trend in age, with an exception of children aged 2 to 3, those children who are older are more likely to be deficient in this micronutrient (p = 0.0429). The results establish that females have a 2.72 higher odds of deficiency than males. The level of CRP in the serum is associated with the level of vitamin D (p = 0.031). Those children who were not taking the drops at the time of the survey have approximately 5 times higher odds of deficiency than those child taking the drops at the time of the survey, although, it is important to note the wide confidence interval (95%CI 1.11–24.5).

Table 6 Results from Multiple Logistic Regression Analysis for Vitamin D

While not statistically significant, the following findings from the adjusted analysis may help inform future research. Those children living in camps or in the Gaza Strip or who were anaemic were more likely to be deficient in vitamin D. As for health service provider, the odd ratios depreciated indicating a stronger adjusted relationship with receiving drops from the UNRWA or private clinics and lower levels of deficiency as compared to children receiving drops from the MOH.

Discussion

Understanding the burden of disease

The evidence suggests that the State of Palestine has a higher prevalence of vitamin A and D deficiencies than some of its neighboring countries. Vitamin A deficiency was found in 73.1% of children, which is similar to the 76% prevalence rate found in two previous cross-sectional studies in the State [14, 24], however, it is much larger than the 15% to 40% range observed in Southern Israel, Turkey and Iran [16, 20, 21, 25]. As for vitamin D, 60.7% of children were deficient, which falls in the upper end of the range of deficiency reported by Bassil et al. in a systematic review of VDD in the Middle East and North Africa (30–75%) [3]. As for comparison on a global scale, prevalence of VDD among children in the United States and the UK is 16% and 35% respectively [26]. In most western countries, VAD is not considered a public health concern, however, prevalence estimates of 44%, 45% and 21% in South Asia, Sub-Saharan Africa, and Latin American and the Caribbean respectively serve as poignant comparison to the 33% deficiency cut-off (< 0.70 μmol/L) observed in this study [27]. Thus, Palestine is a unique state in the region, and supplementation programs must be designed for its own population. There are three potential fronts for improvements: (1) target populations that are at higher risk of these micronutrient deficiencies; (2) encourage continuous uptake of vitamin A and D drops through maternal education programs; and (3) ensure the adequate supply of supplements to health service providers.

Targeting at-risk populations

Older ages

As found in a study by USAID, while a trend is observed, there was no statistical association that older aged children have higher odds of VAD than children under one [14]. However, a Jordanian study supports the strong evidence of an association found with increasing age and VDD [5]. Children receiving drops from the MOH are only being provided supplements in the first 12 months of life, and are subsequently dependent on their parents to provide them with micronutrient rich diets. However, especially in Gaza, access to and parental knowledge of these foods may be limited. It is essential that information be provided on the importance of provision of vitamin A and D rich foods after the supplementation period.

Gender differences

USAID’s study in Palestine similarly did not find a strong statistical association of VAD and gender [14]. However, strong evidence of gender differences was found in a study in Southern Israel, where males were almost 4 times more likely to be deficient (OR: 4.17, 95%CI 1.14–15.32 p = 0.031) [16]. For VDD the inverse association was found in several studies [11, 17], including a large cross-sectional survey in Jordan, as females were 74% more likely to have VDD than males (95%CI 1.22–2.47 p = 0.002) [4]. While further research is warranted, based on the patterns in gender observed, improvements to the supplementation program may entail targeted messages to mothers regarding these unique gender differences.

Season of birth

In addition to patterns in age and gender, those children less than one-year-old born in the winter had a lower mean level of vitamin D compared to children in the same age group born in the summer. While there was no evidence of an association in the present study, work from Iran and Jordan found neonates born in the winter to have a 5.7 times (95% CI 2.1–15.7 p < 0.01) and a 2.34 times (95%CI 3.13–1.49 p < 0.001) higher odds of VDD than neonates born in the summer [6, 8]. Further research may examine if promotion campaigns for vitamin D may be beneficial during winter months.

Practices of breastfeeding and complementary feeding

Our results suggest that breastfeeding is not a significant predictor for deficiency. This was a common finding from other studies for both vitamin A [16, 21] and vitamin D [4, 5]. It is understandable that it is not a significant risk factor for VDD as the primary sources of this vitamin are UV radiation and food intake. However, for vitamin A it has been suggested that breastmilk does provide an adequate amount of this micronutrient for children [14]. An association may not have been found in this study because the majority of children in the survey were no longer breastfeeding.

The second dietary risk factor examined was the practice of complementary feeding. It is not recommended until after six months of exclusive breastfeeding to prevent infections. Thus, children who are complementary fed before the age of six months may be more prone to infections and subsequently suffer depleted serum micronutrient levels. Although the results were not statistically significant, the adjusted analysis revealed that the children who were not complementary fed before six months were less likely to be deficient in vitamin D. However, this does not appear to be the case for vitamin A. Those children who were not complementary fed before 6 months were more likely to be deficient in vitamin A. It could be hypothesized that those children who were provided food before six months, were given vitamin A rich food. There is limited research on complementary feeding’s role in deficiency in this region, however, collecting more data may be crucial to better understanding the high prevalence of deficiency in the region.

High CRP levels and anaemic children

Simultaneous bodily infections and ailments must be taken into consideration when defining at-risk populations for deficiency. Increased levels of CRP were highly correlated to increasing levels of vitamin A and D deficiency in the adjusted analyses. Thus, those children who are more prone to infections like diarrhoea are more likely to have micronutrient deficiencies. Similarly, children with anaemia were found to be at a higher risk of VAD deficiency which is evidenced in other studies [13, 14]. While, children with anaemia were 16% more likely to have VDD, the adjusted analysis demonstrated no evidence of an association which is similar to the finding by Nichols et al., where anaemic children were 30% more likely to be deficient than those children who have normal haemoglobin levels (95%CI 0.94–1.82 p = 0.117) [4]. Thus, based on the high correlation to levels of CRP and statistical association between VAD and anaemia, it is essential that children are adequately supplied with supplements and micronutrient rich foods especially if they have pre-existing infections or diseases.

Encouraging uptake of supplements

It is crucial that each of these high risk groups are targeted to ensure adequate uptake of supplements. To achieve this, a child’s mother must be involved, as she is one of the most important figures to help a child achieve sufficient levels of these micronutrients. She is responsible for providing a child with the supplements for the first 12 months of life. The data suggests that the majority of children are provided these supplements, however, they are not provided for the full 12-month regimen recommended by the MOH. In Gaza the average duration of the regimen was 4.43 months and in the West Bank it was 8.87 months.

Despite no evidence of statistical significance in the adjusted analysis for both VDD and VAD, similar to this analysis, a Jordanian study found children of mothers with lower levels of education were 21% more likely to have VDD (95%CI 0.87–1.69) [4]. Coles et al. determined that a mother with higher education was less likely to have a child with a VAD (OR 0.81 95%CI 0.68–0.95 p = 0.011) [16]. Neither of these studies explored the specific practices more educated mothers employed to ensure their children maintained healthy levels of vitamins A and D. Further exploration of these practices may inform the development of maternal education programs which may be a solution to increasing uptake of vitamin supplements.

Improving health service provision

The last step required to improving rates of deficiency is targeting health service provision networks. While not found to be statistically significant, children who received the vitamin A and D drops from any other organization than the MOH were less likely to be deficient. There are two potential explanations for these differences: supplement availability (Table 7) and differences in the regimen recommendations by health service providers. As seen in Table 7, those who received drops from the UNRWA stated that the supplement was always available 92.6% of the time (compared to only 85.2% of the time at the MOH), and its children (primarily refugees living in camps) have lower levels of deficiency. At first, this result may be perplexing since the UNRWA supplies 60% of services in Gaza which has higher odds of vitamin A and D deficiency than the West Bank. First, it is important to note that at the time of the study, UNICEF supplied vitamin A and D drops to both the MOH and UNRWA. Therefore, since the supplier (UNICEF) was the same for both organizations, the differences in deficiency levels among children may be better attributed to the variations in protocols between the two service providers, MOH and UNRWA. The UNRWA provides vitamin A capsules to children up to the age of five years, whereas the MOH only supplies the supplement for the first year of a child’s life. Furthermore, the UNRWA provides systematic counseling services to mothers of children less than five years for better uptake of vitamin A and D. Thus, the more comprehensive supplementation program by the UNRWA may warrant further investigation to decrease levels of VAD and VDD in the State of Palestine.

Table 7 Availability of Vitamin A & D Drops by Health Service

Strengths and limitations

The nature of the cross-sectional study design inhibits any inferences of causal association. Compounded with the small sample of vitamin D, there may have been selection bias that would reduce the generalizability of the results to the entire population. Children were recruited from health clinics, which some children, especially in areas of Gaza, are unable to access for various reasons. While the analysis adjusted for CRP, no other co-morbidities were assessed, and those children presenting at the clinic may also have been more likely to have presented with existing infections, and thus have been more likely to be deficient in micronutrients.

The pseudo-R-squared values from the multiple regression models were relatively low, 0.0413 and 0.1900 for vitamin A and D respectively. This may be explained by the fact that we were unable to assess additional confounders such as measures of other forms of malnutrition like stunting and wasting. Detailed data on the average daily intake of certain foods was not added into the model. Since a crucial source of vitamin A and D is intake of micronutrient rich foods, measuring this factor could help explain the high levels of deficiency.

Lastly, the majority of the results were statistically insignificant at the 5 % level as many confidence intervals around estimates included one. As the prevalence value used to calculate the sample size was for anaemia and not vitamin A and D deficiencies the results may have been underpowered. While results did not often reach levels of statistical significance, the authors justified their inclusion to help inform future research.

Conclusions

The prevalence of vitamin A and D deficiency in Palestine is relatively high compared to some of its neighboring countries. Due to the complex economic and political situation in the country, it is critical to examine risk factors for these micronutrient deficiencies. While the uptake of supplementation is high, few children receive the full regimen, and there are huge variations in deficiency levels in the different regions of the State. Health service provision pathways may be key in ensuring uptake of the supplements and lowered deficiency levels. A deeper understanding of the UNRWA efforts, including the counselling services to mothers and the prolonged supplementation period (for vitamin A), is needed. If this program is proven effective, it may serve as a model for the entire State. The counselling for mothers may include advice on maintaining micronutrient levels of high risk groups of children particularly those with comorbidities such as anaemia and may inform them of the micronutrient rich foods she must supply her child after the supplementation regimen.

While the study examines the most common risk factors for vitamins A and D, there remains a need for further large representative surveys especially for risk factors for vitamin D due to the smaller sample size. Subsequent studies should include an in-depth review of daily nutrient intake to permit better understanding of food behaviour and its influence on deficiency.

Abbreviations

CI:

Confidence Interval

CRP:

C - reactive protein

GZ:

Gaza Strip

Hb:

Haemoglobin

MOH:

Ministry of Health

NGOs:

Non-Governmental Organizations

OR:

Odds Ratio

PMS:

Palestinian Micronutrient Survey

StDev:

Standard Deviation

UNRWA:

United Nations Relief and Works Agency for Palestine Refugees

VAD:

Vitamin A Deficiency

VDD:

Vitamin D Deficiency

WB:

West Bank

WHO:

World Health Organization

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Acknowledgements

We would like to thank the Palestinian Ministry of Health for permitting us to use the data for from the Palestinian Micronutrient Survey. We would also like to thank the London School of Hygiene and Tropical Medicine for allowing us the use of its resources during the development of this secondary data analysis.

Funding

No funding was used in the development of this secondary analysis.

Availability of data and materials

The data that support the findings of this study are available from the Palestinian Ministry of Health but restrictions apply to the availability of these data, which were used under license for the current study, and so are not publicly available. Data are however available from the authors upon reasonable request and with permission of the Palestinian Ministry of Health.

Author information

AC completed this secondary analysis as a part of the Masters of Science requirement at the London School of Hygiene and Tropical Medicine. AC conducted the literature review and formulated the main research question with the aid of supervisor, SH. SH assisted AC with the methods of data analysis that involved data cleaning and manipulation stages, and initial bivariable and multivariable analyses. SH provided feedback on the development of the manuscript. NR and AR were members of the original study team and took part in the creation of the Palestinian Micronutrient survey and data collection phases. All authors approved of the final manuscript.

Correspondence to Aeysha Bushra Chaudhry.

Ethics declarations

Ethics approval and consent to participate

Al Quds University Research Ethics Committee in Jerusalem in 2012 provided the ethics approval for the Palestinian Micronutrient Survey. Each member of the study population provided verbal informed consent to participate in the study. The London School of Hygiene and Tropical Medicine Masters of Science Research Ethics Committee provided ethics approval to the conduct this secondary analysis, the reference number is 10883.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

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Keywords

  • Vitamin A deficiency
  • Vitamin D deficiency
  • Risk factors
  • Palestinian children