Submitted:
27 June 2025
Posted:
27 June 2025
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Abstract
Keywords:
1. Introduction
2. Background of the Study
3. Methodology
Study Design and Setting
Study Population and Sample Size
Sampling Procedure
- Stratification: All 28 UPHCs were included to ensure representativeness of the city’s geographic zones.
- Allocation: The 210 participants were proportionately allocated to each UPHC based on the number of antenatal registrations in the preceding month.
- Participant Selection: From each UPHC, pregnant women were selected randomly from the ANC register using a simple random sampling method (lottery method or random number table), until the assigned number of participants for that center was reached.
- ➢
- Inclusion and Exclusion Criteria
- Pregnant women of any gestational age
- Registered for ANC at one of the 28 UPHCs
- Resident of Meerut City for ≥ 6 months
- Provided written informed consent
- Known chronic diseases unrelated to anemia (e.g., renal failure, malignancy)
- Blood transfusion within the last month
- Inability to participate due to severe illness or communication barriers
Data Collection
- Demographic details: age, marital status, parity, education, occupation, religion.
- Socioeconomic status: family income, housing conditions, and asset ownership.
- Obstetric history: gestational age, previous pregnancies, birth intervals, miscarriage history.
- Nutritional habits: daily meal patterns, food group intake, iron-rich food consumption, and supplement usage.
- Health services utilization: number of antenatal visits, iron-folic acid tablet distribution and consumption.
- Hemoglobin values were extracted from each woman’s ANC record, reflecting in routine visits register hemoglobin meter testing recently conducted at the UPHC. Anemia was classified as per WHO criteria:
- Mild: 10.0–10.9 g/dL
- Moderate: 7.0–9.9 g/dL
- Severe: < 7.0 g/dL
Ethical Considerations
Statistical Analysis
- Descriptive statistics: Means (± SD) for continuous variables; frequencies (%) for categorical variables.
- Bivariate analysis: Chi-square tests assessed associations between anemia status and categorical factors (socioeconomic and dietary variables).
- Multivariable logistic regression: Variables significant at p < 0.10 in bivariate analysis were entered into the model to identify independent predictors of anemia, adjusting for age, parity, and gestational age. Adjusted odds ratios (AORs) with 95% confidence intervals (CIs) were reported.Statistical significance: Set at p < 0.05 for all tests.
4. Results


| The socio-demographic characteristics of expectant mothers (n = 210) | |||
| Variables | Anemic PW - 134 ( %) | Non Anemic PW - 76 (%) | Total - 210(%) |
| Women's age group who are pregnant | |||
| ≤ 20 | 9 (6.7) | 3 (3.9) | 12 (5.7) |
| Age 21-25 | 46 (34.3) | 31 (40.8) | 77 (36.7) |
| Age 26 -30 | 56 (41.8) | 33 (43.4) | 89 (42.4) |
| Age 31 -35 | 19 (14.2) | 7 (9.2) | 26 (12.4) |
| Age >35 | 4 (3.0) | 2 (2.6) | 6 (2.9) |
| Monthly household income | |||
| Low | 84 (62.7) | 10 (13.2) | 94 (44.8) |
| Medium | 39 (29.1) | 38 (50.0) | 77 (36.7) |
| High | 11 (8.2) | 28 (36.8) | 39 (18.6) |
| Pregnant women's educational attainment | |||
| No formal Education | 23 (17.2) | 7 (9.2) | 30 (14.3) |
| Primary & Middle (1-8) | 67 (50.0) | 28 (36.8) | 95 (45.2) |
| Secondary & Higher Secondary (9-12) | 37 (27.6) | 26 (34.2) | 63 (30.0) |
| UG & PG | 7 (5.2) | 15 (19.7) | 22 (10.5) |
| Religion of Pregnant women | |||
| Hindu & Other | 68 (50.7) | 45 (59.2) | 113 (53.8) |
| Muslim | 66 (49.3) | 31 (40.8) | 97 (46.2) |
| Category of Religion | |||
| General | 60 (44.8) | 33 (43.4) | 93 (44.3) |
| OBC | 53 (39.6) | 34 (44.7) | 87 (41.4) |
| SC | 21 (15.7) | 9 (11.8) | 30 (14.3) |
| Basic Amenities Are Available (Electricity, clean drinking water, sanitary amenities, television, air conditioning, laptop or computer, and automobile transportation) | |||
| Low | 40 (29.9) | 19 (25.0) | 59 (28.1) |
| Medium | 76 (56.7) | 20 (26.3) | 96 (45.7) |
| Normal | 18 (13.4) | 37 (48.7) | 55 (26.2) |
| Entertainment Activities (Watch TV, Go to the Movies, and Read the News) | |||
| Low | 73 (54.5) | 11 (14.5) | 84 (40.0) |
| Moderate | 34 (25.4) | 21 (27.6) | 55 (26.2) |
| High | 27 (20.1) | 44 (57.9) | 71 (33.8) |
| Size of the family | |||
| 3-5 | 16 (11.9) | 17 (22.4) | 33 (15.7) |
| More than 5 | 118 (88.1) | 59 (77.6) | 177 (84.3) |
| Obstetrics features of ANC participants at UPHC Meerut City town, March–June 2025 (N=210) | |||
| Variables | Anemic PW - 134 ( %) | Non Anemic PW - 76 (%) | Total - 210(%) |
| Gestational Age of Pregnant women | |||
| First Trimester | 3 (2.2) | 5 (6.6) | 8 (3.8) |
| Second trimester (13-26 weeks) | 36 (26.9) | 33 (43.4) | 69 (32.9) |
| Third trimester (27+ weeks) | 95 (70.9) | 38 (50.0) | 133 (63.3) |
| For this pregnancy, begin your first ANC visit | |||
| Before 12 weeks | 5 (3.7) | 7 (9.2) | 12 (5.7) |
| 12–20 weeks | 129 (96.3) | 68 (89.5) | 197 (93.8) |
| 21–28 weeks | 0 (0.0) | 1 (1.3) | 1 (0.5) |
| Women in Pregnancy Gravida | |||
| 1 | 25 (18.7) | 19 (25.0) | 44 (21.0) |
| 2 | 54 (40.3) | 34 (44.7) | 88 (41.9) |
| 3 | 42 (31.3) | 16 (21.1) | 58 (27.6) |
| 4 | 13 (9.7) | 7 (9.2) | 20 (9.5) |
| The parity of pregnant women | |||
| 0 | 45 (33.6) | 27 (35.5) | 72 (34.3) |
| 1 | 53 (39.6) | 33 (43.4) | 86 (41.0) |
| 2 | 27 (20.1) | 12 (15.8) | 39 (18.6) |
| 3 | 9 (6.7) | 4 (5.3) | 13 (6.2) |
| Birth Gap from the previous to the present | |||
| Primigravida | 31 (23.1) | 27 (35.5) | 58 (27.6) |
| <2 | 72 (53.7) | 28 (36.8) | 100 (47.6) |
| >2 | 31 (23.1) | 21 (27.6) | 52 (24.8) |
| Live Children in the Present | |||
| 0 | 30 (22.4) | 28 (36.8) | 58 (27.6) |
| 1 | 60 (44.8) | 30 (39.5) | 90 (42.9) |
| 2 | 37 (27.6) | 15 (19.7) | 52 (24.8) |
| 3 | 7 (5.2) | 3 (3.9) | 10 (4.8) |
| Dietary Habit ,Anemia and its awareness | |||
| Variables | Anemic PW - 134 ( %) | Non Anemic PW - 76 (%) | Total - 210(%) |
| Daily diet include :- Fruits, Vegetables, Dairy products, Protein (meat, fish, eggs),Junk Food (Noodles, bread, pasta) | |||
| Low | 87 (64.9) | 10 (13.2) | 97 (46.2) |
| Medium | 41 (30.6) | 37 (48.7) | 78 (37.1) |
| Normal | 6 (4.5) | 29 (38.2) | 35 (16.7) |
| Do you face financial constraints in purchasing nutritious food? | |||
| Yes | 104 (77.6) | 43 (56.6) | 147 (70.0) |
| No | 30 (22.4) | 33 (43.4) | 63 (30.0) |
| Consume foods high in iron, such as meat, beans, and green leafy vegetables | |||
| Daily | 5 (3.7) | 9 (11.8) | 14 (6.7) |
| 2-3 times/week | 9 (6.7) | 12 (15.8) | 21 (10.0) |
| Rarely | 120 (89.6) | 55 (72.4) | 175 (83.3) |
| Do you know how important it is to eat a balanced diet when pregnant? | |||
| Yes | 116 (86.6) | 69 (90.8) | 185 (88.1) |
| No | 18 (13.4) | 7 (9.2) | 25 (11.9) |
| How is your Iron/FA intake? | |||
| Daily | 36 (26.9) | 19 (25.0) | 55 (26.2) |
| Once in a week | 16 (11.9) | 13 (17.1) | 29 (13.8) |
| Sometime | 82 (61.2) | 44 (57.9) | 126 (60.0) |
| Do you follow a special diet during pregnancy | |||
| Yes | 19 (14.2) | 60 (78.9) | 79 (37.6) |
| No | 115 (85.8) | 16 (21.1) | 131 (62.4) |
| Knowledge of Anemia and Its Sources | |||
| High | 29 (21.6) | 35 (46.1) | 64 (30.5) |
| Moderate | 58 (43.3) | 18 (23.7) | 76 (36.2) |
| Low | 47 (35.1) | 23 (30.3) | 70 (33.3) |
| Factors associated with Prevalence of Anemia among pregnant women | |||||
| Variables | Anemic PW - 134 (%) | Non Anemic PW - 76 (%) | Total - 210(%) | Chi Square P-Value | Logistic Regression p-value |
| Household monthly Income | |||||
| Low | 84 (62.7) | 10 (13.2) | 94 (44.8) | 0.000* | 0.003** |
| Medium | 39 (29.1) | 38 (50.0) | 77 (36.7) | ||
| High | 11 (8.2) | 28 (36.8) | 39 (18.6) | ||
| Daily diet include :- Fruits, Vegetables, Dairy products, Protein (meat, fish, eggs),Junk Food (Noodles, bread, pasta) | |||||
| Low | 87 (64.9) | 10 (13.2) | 97 (46.2) | 0.000* | <0.001** |
| Medium | 41 (30.6) | 37 (48.7) | 78 (37.1) | ||
| Normal | 6 (4.5) | 29 (38.2) | 35 (16.7) | ||
| Knowledge of Anemia and Its Sources | |||||
| High | 29 (21.6) | 35 (46.1) | 64 (30.5) | 0.000* | 0.187*** |
| Moderate | 58 (43.3) | 18 (23.7) | 76 (36.2) | ||
| Low | 47 (35.1) | 23 (30.3) | 70 (33.3) | ||
| Pregnant women's educational attainment | |||||
| No formal Education | 23 (17.2) | 7 (9.2) | 30 (14.3) | 0.002* | 0.116*** |
| Primary & Middle (1-8) | 67 (50.0) | 28 (36.8) | 95 (45.2) | ||
| Secondary & Higher Secondary (9-12) | 37 (27.6) | 26 (34.2) | 63 (30.0) | ||
| UG & PG | 7 (5.2) | 15 (19.7) | 22 (10.5) | ||
- ➢
- Interpretation of Key Findings:
Summary and Conclusion
5. Discussion
6. Conclusion
Conflict of interest
Source of funding
Data availability statement
Transparency statement
References
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