Literature DB >> 26170720

Menopausal symptoms and quality of life among Saudi women visiting primary care clinics in Riyadh, Saudi Arabia.

Aida AlDughaither1, Hind AlMutairy2, Mohammed AlAteeq1.   

Abstract

OBJECTIVES: Menopause is associated with somatic, vasomotor, psychological, and sexual complaints that may affect quality of life. We determined the prevalence and severity of menopausal symptoms and their impact on the quality of life among Saudi women visiting primary care centers in Riyadh, Saudi Arabia.
METHODS: A cross-sectional study was conducted from October to November 2010. In total, 119 women aged 45-60 years were randomly interviewed using a questionnaire. Participants were divided into three categories: premenopausal (n=31), perimenopausal (n=49), and postmenopausal (n=39). The Menopause Rating Scale (MRS) assessed the prevalence and severity of eleven menopausal symptoms. Mean scores of menopausal categories were compared for different symptoms.
RESULTS: The mean age at menopause was 48.3±3 years (median, 49 years). The symptoms reported to be most prevalent were joint and muscle pain (80.7%), physical and mental exhaustion (64.7%), and hot flushes and sweating (47.1%). Somatic and psychological symptoms were highly prevalent in perimenopausal women compared to other groups. The mean overall quality-of-life score was higher in perimenopausal women, while the total MRS score indicated that the symptoms were mild in severity (MRS <9).
CONCLUSION: The prevalence of menopausal symptoms was comparable to previous studies in Asian women; however, the prevalence of classic symptoms of hot flushes and night sweats was lower than reported in Western studies. Saudi women reported an MRS score indicating milder severity of symptoms, reflecting better quality of life and ability to cope with climacteric symptoms.

Entities:  

Keywords:  Menopause Rating Scale; Saudi women; menopause; quality of life

Year:  2015        PMID: 26170720      PMCID: PMC4493969          DOI: 10.2147/IJWH.S84709

Source DB:  PubMed          Journal:  Int J Womens Health        ISSN: 1179-1411


Introduction

Menopause is a normal physiologic process, defined as the permanent cessation of menses for 12 months or more due to cessation of ovarian hormone production.1,2 According to the World Health Organization (WHO) classification,1 premenopausal women are those who have experienced regular menstrual bleeding within the last 12 months, perimenopausal women are defined as those women who have experienced irregular menses within the last 12 months or the absence of menstrual bleeding for more than 3 months but less than 12 months, and postmenopausal women are those who have not experienced menstrual bleeding for 12 months or more. Women with iatrogenic menopause are those for whom periods have stopped as a result of medical or surgical intervention, for example, due to chemotherapy or radiation of ovaries, hysterectomy or oophorectomy, or both. The age at natural menopause is between 45 years and 50 years. Early menopause is defined as menopause occurring before the age of 45 years, while premature menopause occurs before the age of 40 years. Menopause is a critical period in a woman’s life that not only marks the end of reproductive ability but is also associated with multiple physical, vasomotor, psychological, and sexual complaints. There is considerable variation in reporting of menopausal symptoms by women all over the world in different studies. In Latin America, the most reported symptoms included hot flushes (68.9%), followed by sleeping disturbances (68.4%).3 In Australia, menopause was associated mostly with hot flushes, followed by night sweats.4 In Nigeria, joint and muscular discomfort was the most commonly reported symptom (59%).5 In Egypt, the most common symptoms were fatigue, followed by headache.6 In contrast, women from most countries in East and Southeast Asia reported joint and muscle pain as the most frequent complaint.7–10 Study results in Arab countries are consistent with those performed in most Asian countries. In Jordan, muscle and joint stiffness had a frequency of 89%.11 In the UAE, the most frequent symptoms indicated by menopausal women were pain in the back of the neck or head, followed by aches in muscle and joints.12 Age of onset of natural menopause also varies worldwide, with the international range being 44.6–52 years.13 In the US, the median age at menopause is 51 years,14 while across Europe, age of onset of natural menopause is higher with a mean of 50.7 years and a median of 54.25 years.15 Younger ages are observed in Africa, for example, in Morocco, a median age of 48.4 years, and in Alexandria, a mean age ± standard deviation (SD) of 46.7±5.44 years.16,17 In South Asia, the mean age of onset of natural menopause in Pakistan is 49.3 years, and in India, the mean age ± SD is 45.02±4.35 years.18,19 In Turkish women, one study showed that median age at menopause was 47 years.20 Data from two Gulf countries showed a mean age ± SD of 48.4±3.8 years in the UAE and 48.67±2.92 years in Bahrain.12,21 In Saudi Arabia, only one study has been performed and showed the mean age at natural menopause to be 48.98 years with a median age of 50 years.22 The importance of determining the age at natural menopause is that age is associated with an increased risk of cardiovascular disease, osteoporosis, as well as endometrial and breast cancer.20 Moreover, women are expected to live a quarter to a third of their lives in menopause, which makes the quality of life during this period a great concern for women and their treating physician.18,21,23,24 The presence of menopausal symptoms significantly reduces the quality of life, and with more severity, worsens the quality of life.7,9,25–27 To date, there is limited information about menopause and quality of life in Arab and Gulf countries, and in particular, there are no published studies about menopausal symptoms and quality of life in Saudi Arabia. This study aimed to determine the prevalence and severity of menopausal symptoms among Saudi women, and how menopausal symptoms affect their quality of life.

Methods

A cross-sectional study was conducted on women visiting a large primary care clinic during the period of October to November 2010. The study included any women aged 45–60 years visiting primary care for gynecological and non-gynecological reasons. Women with early menopause (younger than 45 years) or premature menopause (younger than 40 years), women with medically or surgically induced menopause, women who used hormone replacement therapy, and pregnant or lactating women were excluded. The effective sample size needed to detect a medium effect size (0.15) with 80% statistical power was found to consist of 119 subjects.28,29 The study population consisted of women between 45 years and 60 years of age visiting the Health Care Specialties Clinic, one of the King Abdul-Aziz Medical City Family Medicine Centers, situated in the east of Riyadh, Saudi Arabia, that serves a population of over 150,000. Women were randomly selected (using simple random method) from different areas in the center, for example, from the screening room, and female waiting areas in different clinics. For those who agreed to participate in the study, information was collected by the researchers by face-to-face interview; each interview lasted 5–10 minutes and was conducted using a predesigned questionnaire. The questionnaire was developed after searching the literature for similar studies, taking into account the study objectives and confounders that might affect the study result like smoking status, exercise, and the presence of chronic disease. It was initially written in English, then translated into Arabic, and then back to English for validation. The completed questionnaire was checked and pretested for clarity and suitability in a small pilot study of ten women. It consisted of three parts: sociodemographic data, menstrual history, and the Menopause Rating Scale (MRS). MRS is a health-related, quality-of-life scale that was developed in the early 1990s to measure severity of aging symptoms and their impact on quality of life. It was initially published in German, and the first translation was from German to English followed by translation into other languages, and became internationally accepted. Unfortunately, there was no Arabic version, and for the purpose of this research, English version was used and was translated into Arabic. It consists of eleven items assessing menopausal symptoms divided into three subscales: somatic, psychological, and urogenital.30–32 Somatic symptoms include hot flush, heart discomfort, sleeping problem, and muscle and joint pain (items 1–3 and 11, respectively). Psychological symptoms include depressive mood, irritability, anxiety, and physical and mental exhaustion (items 4–7, respectively). Urogenital symptoms include sexual problem, bladder problems, and dryness of vagina (items 8–10, respectively). Each item is graded by subjects from 0 (not present) to 4 (1 – mild, 2 – moderate, 3 – severe, 4 – very severe). The total score of each subscale is the sum of item scores contained in that subscale. The higher the score, the worse the quality of life. Total severity score ranged as follows: no or little symptoms (0–<4), mild (4–8), moderate (9–16), and severe (17).30–32 Exercise was defined as any physical activity for a duration of 20–30 minutes and was divided into three levels: infrequent (less than 3 times/week), average (3–5 times/week), and more frequent (more than 5 times/ week). In addition, height and weight were measured using the height and weight SECA model 7691321994 Scale made in Germany. The body mass index (BMI) was then calculated using the formula weight/(height)2 and reported in kilogram per square meter. The WHO definitions were used to define pre-, peri-, and postmenopausal status in this study.1

Statistical analysis

Data were analyzed using Statistical Package for Social Sciences version 18 (IBM Corp., Armonk, NY, USA). The chi-square test was used to analyze the prevalence of menopausal symptoms in relation to the different menopausal categories indicated above. Analysis of variance and Tukey tests were used to compare the mean of the total MRS score and the somatic, psychological, and urogenital subscale scores for pre-, peri-, and postmenopausal women. The mean scores for those with and without chronic disease were compared using Student’s t-test. All results were declared statistically significant with a P-value <0.05.

Ethical considerations

This study was approved by the King Abdullah International Medical Research Centre. Verbal consent was obtained from each participant, and all data were kept confidential and used for research purposes only.

Results

Characteristics of the study population

The study included 119 Saudi women aged 45–60 years with a mean age of 49.7±3.5 years. Thirty-one women (26.1%) were premenopausal, 49 (41.2%) were perimenopausal, and 39 (32.8%) were postmenopausal. Most women were married (77.3%), 83.2% illiterate, 97.5% housewives, 100% parous, and 98.3% were nonsmokers. Forty-three percent of women were overweight, while 36.1% were of normal weight. In this study, age at natural menopause was found to be 48.3±3 years with a median of 49 years (Tables 1 and 2).
Table 1

Baseline characteristic of participants

Characteristicsn=119
Age (years), mean ± SD49.7±3.5
BMI, n (%)
 Underweight2 (1.7)
 Normal weight43 (36.1)
 Overweight50 (42)
 Obese24 (20.2)
Marital status, n (%)
 Single0
 Married92 (77.3)
 Widow24 (20.2)
 Separated3 (2.5)
Educational level, n (%)
 Illiterate99 (83.2)
 Primary school14 (11.8)
 Intermediate school5 (4.2)
 High school1 (0.8)
Occupation, n (%)
 Housewife116 (97.5)
 Working2 (1.7)
 Retired1 (0.8)
Parity, n (%)
 Parous119 (100)
Smoking, n (%)
 Never117 (98.3)
 Past smoker1 (0.8)
 Current smoker1 (0.8)
Exercise (times/week), n (%)
 <3106 (89.1)
 3–54 (3.4)
 >59 (7.6)

Abbreviations: SD, standard deviation; BMI, body mass index.

Table 2

Characteristics of participants according to menopausal status (n=119)

CharacteristicsMenopausal status
Premenopause, nPerimenopause, nPostmenopause, n
Total no (%)31 (26.1)49 (41.2)39 (32.8)
Age (years), mean ± SD46.55±2.09549.65±2.70552.31±3.381
BMI, n (%)
 Underweight1 (0.8)0 (0)1 (0.8)
 Normal weight14 (11.8)17 (14.3)12 (10.1)
 Overweight11 (9.2)22 (18.5)17 (14.3)
 Obese5 (4.2)10 (8.4)9 (7.6)
Marital status, n (%)
 Single0 (0)0 (0)0 (0)
 Married25 (21)38 (31.9)29 (24.4)
 Widow5 (4.2)11 (9.2)8 (6.7)
 Separated1 (0.8)0 (0)2 (1.7)
Educational level, n (%)
 Illiterate25 (21)38 (31.9)36 (30.3)
 Primary school4 (3.4)8 (6.7)2 (1.7)
 Intermediate school2 (1.7)2 (1.7)1 (0.8)
 High school0 (0)1 (0.8)0 (0)
Occupation, n (%)
 Housewife29 (24.4)48 (40.3)39 (32.8)
 Working1 (0.8)1 (0.8)0 (0)
 Retired1 (0.8)0 (0)0 (0)
Parity, n (%)
 Parous31 (26.1)49 (41.2)39 (32.8)
Smoking, n (%)
 Never31 (26.1)48 (40.3)38 (31.9)
 Past smoker0 (0)1 (0.8)0 (0)
 Current smoker0 (0)0 (0)1 (0.8)
Exercise (times/week), n (%)
 <330 (25.2)40 (33.6)36 (30.3)
 3–50 (0)4 (3.4)0 (0)
 >51 (0.8)5 (4.2)3 (2.5)

Abbreviations: SD, standard deviation; BMI, body mass index.

Menopausal symptoms experienced

The three symptoms reported to be most prevalent included joint and muscle pain (80.7%), physical and mental exhaustion (64.7%), and hot flushes and sweating (47.1%). Of those who reported muscle and joint discomfort, more than half (51.3%) considered it to be moderate to very severe, while 31.1% of those with hot flushes and sweating considered the discomfort as moderate to very severe (Table 3).
Table 3

Prevalence of menopausal symptoms according to Menopause Rating Scale (n=119)

Menopausal symptoms% with symptoms% with moderate to very severe
1: hot flush, sweating47.131.1
2: heart discomfort35.310.1
3: sleep problems26.114.3
4: depressive mood29.412.6
5: irritability28.611.8
6: anxiety31.111.8
7: physical and mental exhaustion64.727.7
8: sexual problems24.419.3
9: bladder problems30.312.6
10: vaginal dryness31.114.3
11: joint and muscular discomfort80.751.3
The prevalence of menopausal symptoms according to menopausal status is shown in Table 4. Most of the somatic subscale symptoms (apart from sleep disturbances) were prevalent in the perimenopausal group. Although hot flushes, heart discomfort, and joint and muscular discomfort were highly prevalent in the perimenopausal group, only the prevalence of hot flushes was found to be statistically significantly different between pre- and perimenopausal women (P<0.05). The same was true for the psychological subscale: depression, anxiety, physical and mental exhaustion were all prevalent in the perimenopausal group, but none of these symptoms were statistically significant during menopausal transition. In the urogenital subscale, bladder problems were statistically significantly higher in perimenopausal women compared to the premenopausal group (P=0.012).
Table 4

Prevalence of menopausal symptoms according to menopausal status (n=119)

SubscalePrevalence (%) of menopausal symptoms
Menopausal status
P-value
Pre (n=31)Peri (n=49)Post (n=39)Pre vs periPre vs post
Somatic
1: hot flush, sweating7.624.415.10.0090.144
2: heart8.416.810.10.4410.894
3: sleep problem discomfort7.68.410.10.3770.875
11: joint and muscle20.236.124.40.2220.767
Psychological
4: depressive mood4.213.411.80.1020.065
5: irritability510.912.60.4620.083
6: anxiety514.311.80.140.128
7: physical and mental exhaustion14.328.621.80.1870.313
Urogenital
8: sexual problems6.77.610.10.4280.648
9: bladder problem519.35.90.0120.881
10: vaginal dryness7.613.410.10.7340.875

Note: Bold values represent statistically significant values.

Quality of life

Mean total score and subscale scores of the MRS in relation to menopausal categories are shown in Table 5. The mean total score was higher in the perimenopausal group (8.4±5.3). Perimenopausal women had higher somatic (4.2±2.5) and urogenital scores (1.6±1.65), while the psychological score was higher in postmenopausal women (2.74±2.6), although this result was not statistically significant.
Table 5

Mean scores of MRS according to menopausal status

SubscaleMenopausal status
P-value**
Pre (n=31)Peri (n=49)Post (n=39)Pre vs periPre vs post
Somatic3.06±2.844.2±2.53.13±2.520.150.99
Psychological1.81±2.372.67±2.772.74±2.600.320.3
Urogenital1.55±2.251.57±1.651.49±1.830.990.99
Total score6.42±6.338.4±5.347.36±5.450.270.77

Notes: Results are presented as mean ± SD. P-value is significant when <0.05.

P-values were based on post hoc test.

Abbreviations: MRS, Menopause Rating Scale; SD, standard deviation; ANOVA, analysis of variance.

Quality-of-life changes with aging

The mean total MRS score for the different age groups is shown in Figure 1. Premenopausal women have a constant score with increasing age; however, in the perimenopausal group, older age is associated with an increase in high mean total score up to the age of 50 years, and then, the score declined thereafter. The same is also observed with the postmenopausal group; increasing age is associated with an increase in the total MRS score up to the age of 53 years, which then declined with older age.
Figure 1

Quality-of-life changes with aging.

Abbreviation: MRS, Menopause Rating Scale.

Effect of smoking, exercise, and BMI on the total MRS score of quality of life

Smoking had no effect on the quality-of-life score. Women who exercised on average 3–5 times/week had a lower score than those who exercised less frequently (<3 times/week) or more frequently (>5 times/week; Table 6). Women with a normal BMI had a significantly lower total score (P=0.017) compared to underweight, overweight, or obese women. Moreover, somatic (P≤0.007) and psychological subscale (P≤0.008) scores were significantly lower in women with normal BMI (Table 7).
Table 6

Relationship between smoking and exercise and MRS quality-of-life score

Mean total scoreP-values
Smoking
 Current40.82
 Past7
 Never7.59±5.71
Exercise (times/week)
>59.44±5.660.49
3–55.75±3.86
<37.46±5.55

Note: P-values were based on ANOVA.

Abbreviations: MRS, Menopause Rating Scale; ANOVA, analysis of variance.

Table 7

Effect of BMI on MRS quality-of-life scores

SubscalesBMI
P-values*Significant difference**
UnderweightNormal weightOverweightObese
Somatic5.5±7.782.47±2.044.10±2.614.17±2.710.007Normal weight vs overweight, P-value =0.013Normal weight vs obesity, P-value =0.047
Psychological6.5±7.781.58±1.6942.96±2.852.71±2.590.008Normal weight vs underweight, P-value =0.04Normal weight vs overweight, P-value =0.048
Urogenital1±1.411.49±1.911.72±1.891.29±1.800.783
Total score13±16.975.53±4.438.78±5.948.17±5.120.017Normal weight vs overweight, P-value =0.027

Notes: Results are presented as mean ± SD. All P-values are significant if <0.05.

P-values were based on ANOVA.

P-values were based on post hoc tests. Bold values represent statistically significant values.

Abbreviations: BMI, body mass index; MRS, Menopause Rating Scale; SD, standard deviation; ANOVA, analysis of variance.

Discussion

The present study investigated the prevalence of menopausal symptoms and health-related quality of life in a sample of Saudi women aged 45–60 years. Our results showed that the most reported symptoms were joint and muscular discomfort, physical and mental exhaustion, and hot flushes. This is consistent with study results in most Asian populations.7–10 Interestingly, in a recent study in Pakistan, Nisar and Sohoo18 showed almost similar percentages of reported symptoms as in our study: 80.1% of women reported joint and muscular discomfort as the most prevalent symptom, followed by fatigue and stress (67.1%).18 The classical menopausal symptoms, hot flushes and night sweating, were noted to be less prevalent in our study than in the Western population. Generally, it was found that the prevalence of hot flushes in the West ranged from 40% to 60% among perimenopausal and 8% to 80% among postmenopausal women.33 This difference may be explained by the local climate in Riyadh, which is extremely hot and reduces women’s sensitivity to elevated temperatures, or alternatively, women may attribute the warming sensation of hot flushes to ambient weather.34 Moreover, racial/ethnic background affects the prevalence of the symptoms all over the world. This is supported by the Study of Women’s Health Across the Nation (SWAN) study.35–37 This was a large longitudinal, multicenter, multiethnic, community study that included non-Hispanic Caucasians, African Americans, Hispanics, Japanese Americans, and Chinese Americans. The prevalence of combined hot flushes and night sweating was lowest among women of Japanese (18%) origin, while increasing among Chinese (21%), Caucasian (31%), Hispanic (35%), and African Americans (46%). Moreover, it has been hypothesized that diet plays a role in the type and severity of menopausal symptoms. It was found that a diet high in phytoestrogens protects against vasomotor symptoms. Phytoestrogens are present in high quantities in soya products. A typical Japanese diet contains high amounts of soya, and this led to the observation that soya may be associated with a decrease in vasomotor symptoms. A study by Nagata et al38 provided evidence leading to this conclusion. However, the beneficial effects of phytoestrogens are still a controversial issue. It must be considered however that apart from climatic, racial/ethnic, or dietary effects on the type and prevalence of menopausal symptoms, other factors should also be considered in the interpretation of data from different studies, including the different methodologies adopted, sample size, age group included, and the characteristics of participants, such as education and social background. With regard to the menopausal groups evaluated, we found in our study that perimenopausal women reported a higher frequency of somatic and psychological symptoms compared to other groups. This could be explained by fluctuating levels of hormones, such as follicular-stimulating hormone and estrogen, which occur during menopausal transition. Although these symptoms tend to decline in postmenopausal women, they are still higher than in premeno-pausal women. This is very similar to the results reported in the study of Nisar and Sohoo.18 One recent study performed on Jordanian women showed that a higher frequency of symptoms occurred in the perimenopausal women compared to premenopausal and postmenopausal women.39 In contrast, the study by Chedraui et al40 in Ecuador found that there is a significant increasing trend in the rate of menopausal symptoms from pre- to postmenopausal women; this also might reflect the influence of different racial/ethnic groups on menopausal symptoms. The quality of life, in our study, was measured by the MRS. The more severe the symptoms, the higher the MRS score and the worse the quality of life. In our study, the total MRS score was higher in the perimenopausal group compared to the postmenopausal and premenopausal groups. Overall, these MRS scores indicate a milder severity. This is different from the severity of symptoms reported in the study of Nisar and Sohoo.18 The authors reported a higher score indicating a moderate severity (9–16) of symptoms. The total MRS score for perimenopausal women was higher than that found in our study (15.2±7.3), and likewise for postmenopausal (14.4±7.8) and premenopausal (11.9±6.5) women. Moreover, no relation was found between smoking or exercise and the mean total MRS score. This could be explained by the fact that most of the participants included reported the same level of exercise, and almost all women were nonsmokers. The mean age at menopause onset of the Saudi women attending primary care centers in Riyadh in our study was 48.3±3 with a median age of 49 years. Only one other study addressed the mean age at menopause of Saudi Arabian women and reported a mean age of 48.9 years with a median of 50 years, which are very similar to that of our cohort.22 Data from two Gulf countries, the UAE and Bahrain, gave similar results: in the UAE, the mean age was 48.4±3.8 years, and in Bahrain, it was 48.67±2.9 years. This age is associated with an increased risk of cardiovascular disease, osteoporosis, and endometrial and breast cancer.20 The timing of the onset of menopause depends on several factors including smoking, parity level, and BMI. Smoking in the literature is consistently associated with an earlier age of onset of menopause.14,41–43 Nulliparity is also associated with an early onset of menopause15,43 as parous women have an anovulatory period that delays menopause. In addition, a low BMI has also been associated with early menopause,42,43 and this may be due to higher levels of stored estrogen in the peripheral tissues of obese women. In our study, there was no association between smoking, parity, or BMI and the age at menopause. However, this observation could be explained by the composition of our cohort in that there was only one current smoker and one past smoker, and also, parity was high for all women; thus, the relation cannot be studied accurately. In conclusion, the classical menopausal symptoms of hot flushes and sweating were less prevalent compared to studies in the West. The menopausal symptoms found to be most prevalent using MRS in this study were joint and muscle discomfort, physical and mental exhaustion, and hot flushes. Saudi women report milder severity scores of MRS, which reflect better quality of life and their ability to cope with some menopausal symptoms. In the future, multicenter studies involving Saudi women with a larger sample population and different geographic locations are recommended to have more complete data on menopausal symptoms and quality of life during menopausal transition. The sample in this study may not represent the entire female population in Saudi Arabia, since it was carried out in one health facility that serves only National Guard soldiers and their dependents. This population was distinct and shared certain characteristics, and this was not related to the sampling methodology. Most of the females had low level of literacy, similar levels of physical activity, and were nonsmokers. The information in MRS is a subjective more than an objective assessment. In addition, some information taken during patients’ interview might be subjected to recall bias, which might affect median age at onset of menopause.
  36 in total

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Authors:  Doaa M Abdel-Salam; Rehab A Mohamed; Rawan R Alruwaili; Farah S Alhablani; Raghad M Aldaghmi; Raghad E ALghassab
Journal:  Int J Environ Res Public Health       Date:  2021-06-25       Impact factor: 3.390

8.  Menopausal Symptoms and Sleep Quality During Menopausal Transition and Postmenopause.

Authors:  Jian-Ping Zhang; Yao-Qin Wang; Mei-Qin Yan; Zhao-Ai Li; Xiu-Ping Du; Xue-Qing Wu
Journal:  Chin Med J (Engl)       Date:  2016-04-05       Impact factor: 2.628

9.  ABO Blood Group and Endometrial Carcinoma: A Preliminary Single-Center Experience from Saudi Arabia.

Authors:  Ahmed Abu-Zaid; Mohannad Alsabban; Mohammed Abuzaid; Osama Alomar; Ismail A Al-Badawi; Hany Salem
Journal:  Cureus       Date:  2017-12-18

10.  Menopausal symptoms, physical activity level and quality of life of women living in the Mediterranean region.

Authors:  Aya El Hajj; Nina Wardy; Sahar Haidar; Dana Bourgi; Mounia El Haddad; Daisy El Chammas; Nada El Osta; Lydia Rabbaa Khabbaz; Tatiana Papazian
Journal:  PLoS One       Date:  2020-03-24       Impact factor: 3.240

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