Birth Weight Calculator UK – Estimate Baby's Weight
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UK Birth Weight Estimator
Estimated Birth Weight
—
The estimated birth weight is calculated using a regression model incorporating factors like gestational age, maternal height, weight, age, ethnicity, smoking status, and parity. This is an approximation and not a medical diagnosis.
What is a Birth Weight Calculator UK?
A Birth Weight Calculator UK is a tool designed to provide an estimated weight for a baby at birth. It uses various maternal and pregnancy-related factors to generate this estimate. While not a definitive diagnostic tool, it can offer expectant parents and healthcare professionals a general idea of the baby's expected size. This can be helpful for planning, understanding potential delivery considerations, and monitoring fetal growth. The calculator is particularly tailored to UK-specific data and common practices within the National Health Service (NHS).
Who should use it?
- Expectant Parents: To satisfy curiosity and gain a potential insight into their baby's development.
- Healthcare Professionals: As a supplementary tool to aid in discussions about fetal growth and potential delivery management, alongside clinical assessments like ultrasounds.
- Researchers: To gather data for studies on fetal growth patterns and influencing factors within the UK population.
Common Misconceptions:
- It's 100% Accurate: Birth weight calculators provide estimates. Actual birth weight can vary significantly due to numerous unpredictable factors.
- It Replaces Medical Advice: This tool is informational only and should never replace professional medical advice, scans, or clinical judgment.
- It Predicts Health Issues: While birth weight is a health indicator, the calculator itself doesn't diagnose specific health problems.
Birth Weight Calculator UK Formula and Mathematical Explanation
The calculation for a Birth Weight Calculator UK typically relies on statistical models derived from large datasets of UK births. These models aim to identify the most significant predictors of birth weight and quantify their impact. A common approach involves multiple linear regression, where birth weight is predicted as a linear combination of various input variables, each with a specific coefficient.
A simplified representation of such a model might look like this:
Estimated Birth Weight (kg) = Base Weight + (β₁ * Gestation Weeks) + (β₂ * Maternal Height) + (β₃ * Maternal Weight) + (β₄ * Maternal Age) + (β₅ * Parity) + Ethnicity Factor + Smoking Factor
Where:
Base Weight is a constant derived from the dataset.
β₁, β₂, β₃, ... are coefficients representing the weight of each factor in the prediction. These are determined through statistical analysis of UK birth data.
Gestation Weeks: The duration of the pregnancy in weeks. Longer gestation generally means a heavier baby, up to a point.
Maternal Height (cm): Taller mothers tend to have larger babies.
Maternal Pre-pregnancy Weight (kg): Higher maternal pre-pregnancy weight is often associated with higher birth weight.
Maternal Age: Age can have a complex relationship, with both very young and older mothers sometimes having different birth weight patterns.
Parity: The number of previous births. First-time mothers (nulliparous) may have slightly different outcomes than those who have given birth before (multiparous).
Ethnicity Factor: Different ethnic groups can have statistically different average birth weights.
Smoking Factor: Smoking during pregnancy is strongly linked to lower birth weight.
Variables Table
| Variable |
Meaning |
Unit |
Typical Range (UK Context) |
| Gestation (Weeks) |
Duration of pregnancy from the last menstrual period. |
Weeks |
24 – 42 |
| Maternal Height |
Mother's height. |
Centimetres (cm) |
145 – 185 cm |
| Maternal Pre-pregnancy Weight |
Mother's weight before conception. |
Kilograms (kg) |
45 – 120 kg |
| Maternal Age |
Mother's age at delivery. |
Years |
16 – 45 years |
| Ethnicity |
Mother's ethnic background. |
Categorical |
White, South Asian, African, East Asian, Mixed, Other |
| Smoking Status |
Mother's smoking habits during pregnancy. |
Categorical (coded numerically) |
Non-smoker, Light Smoker, Heavy Smoker |
| Parity |
Number of previous full-term births. |
Count |
0, 1, 2+ |
Practical Examples (Real-World Use Cases)
Let's explore how the Birth Weight Calculator UK can be used with practical scenarios:
Example 1: First-Time Mother, Healthy Pregnancy
Scenario: Sarah is 30 years old, 170 cm tall, and weighed 60 kg before her pregnancy. She is a non-smoker and is at 39 weeks gestation. This is her first baby (parity 0).
Inputs:
- Gestation: 39 weeks
- Maternal Height: 170 cm
- Maternal Pre-pregnancy Weight: 60 kg
- Maternal Age: 30 years
- Ethnicity: White
- Smoking Status: Non-smoker
- Parity: 0
Calculator Output (Hypothetical):
- Estimated Birth Weight: 3.45 kg (7 lbs 10 oz)
- Gestation Factor: High (near term)
- Maternal Factors: Moderate (average height/weight)
- Ethnicity Factor: Standard
Interpretation: This suggests a healthy, average-sized baby for a full-term pregnancy, consistent with the mother's healthy pre-pregnancy BMI and non-smoking status. This aligns with typical UK average birth weights for full-term infants.
Example 2: Mother with Higher BMI and Previous Births
Scenario: Aisha is 35 years old, 160 cm tall, and weighed 85 kg before pregnancy. She has had one previous child (parity 1). She is a light smoker (around 5 cigarettes a day) and is at 38 weeks gestation.
Inputs:
- Gestation: 38 weeks
- Maternal Height: 160 cm
- Maternal Pre-pregnancy Weight: 85 kg
- Maternal Age: 35 years
- Ethnicity: South Asian
- Smoking Status: Smoker (≤10 cigarettes/day)
- Parity: 1
Calculator Output (Hypothetical):
- Estimated Birth Weight: 3.10 kg (6 lbs 13 oz)
- Gestation Factor: Moderate (slightly preterm)
- Maternal Factors: High (due to weight)
- Ethnicity Factor: Adjusted
Interpretation: Despite the mother's higher pre-pregnancy weight, the estimated birth weight is slightly lower than average. This could be influenced by the slightly earlier gestation and, significantly, the smoking status, which is known to restrict fetal growth. The higher maternal weight might typically suggest a larger baby, but the smoking factor counteracts this. This highlights the complex interplay of factors and the importance of consulting healthcare providers for personalized assessments, especially concerning risks associated with smoking during pregnancy.
How to Use This Birth Weight Calculator UK
Using the Birth Weight Calculator UK is straightforward. Follow these steps:
- Gather Information: Collect the necessary details about the pregnancy and the mother. This includes the current gestational age in weeks, the mother's height and pre-pregnancy weight, her age, ethnicity, smoking status during pregnancy, and the number of previous births (parity).
- Enter Data: Input the gathered information into the respective fields on the calculator. Ensure you use the correct units (e.g., cm for height, kg for weight). For select options like ethnicity and smoking status, choose the most appropriate category.
- Calculate: Click the "Calculate Birth Weight" button.
- Review Results: The calculator will display the estimated birth weight in kilograms (and often an approximate conversion to pounds and ounces). It will also show key intermediate values that contributed to the estimate, such as factors related to gestation, maternal characteristics, and ethnicity.
- Understand the Formula: Read the brief explanation of the formula used. This helps in understanding that the result is based on statistical modelling and not a precise measurement.
- Interpret the Estimate: Compare the estimated weight to average birth weights for the UK. Remember this is an approximation. Discuss the results with your midwife or doctor for a professional perspective.
- Reset or Copy: Use the "Reset" button to clear the fields and start over with new data. The "Copy Results" button allows you to save or share the calculated estimate and contributing factors.
Decision-Making Guidance: While the calculator provides an estimate, it's crucial to remember that it's not a diagnostic tool. Significant deviations from the average, or concerns raised by the estimate, should always prompt a conversation with your healthcare provider. They can use this information alongside clinical assessments, such as fetal growth scans, to provide accurate monitoring and advice.
Key Factors That Affect Birth Weight Results
Several factors significantly influence a baby's birth weight, and understanding these can provide context for the calculator's estimates:
- Gestational Age: This is one of the most critical factors. Babies born closer to the full-term mark (around 40 weeks) are generally heavier than premature babies. The calculator adjusts for this, but variations in fetal growth rate near term can still occur.
- Maternal Nutrition: Adequate nutrition during pregnancy is vital for fetal growth. A balanced diet provides the necessary nutrients for the baby to develop and gain weight appropriately. Poor maternal nutrition can lead to lower birth weight.
- Maternal Health Conditions: Conditions like gestational diabetes can lead to macrosomia (larger than average babies), while others like pre-eclampsia can sometimes be associated with restricted fetal growth. The calculator doesn't directly account for these complex medical conditions but may indirectly reflect some impacts through maternal weight and age.
- Genetics: Both parents' genetic makeup plays a role. If parents are naturally tall or have a larger frame, their baby is more likely to be larger. The calculator uses maternal height and weight as proxies for some genetic predispositions.
- Smoking and Substance Use: Smoking is a well-documented cause of Intrauterine Growth Restriction (IUGR), leading to lower birth weights. Other substances can also negatively impact fetal development and weight. The calculator includes a specific factor for smoking.
- Socioeconomic Factors: While not directly inputted, socioeconomic status can influence maternal nutrition, access to healthcare, stress levels, and exposure to environmental factors, all of which can indirectly affect birth weight.
- Number of Babies (Multiples): Twins, triplets, and other multiples generally weigh less individually than single babies due to sharing resources in the womb and often being born earlier. This calculator is for single births.
- Maternal Ethnicity: As noted in the calculator, different ethnic groups have statistically different average birth weights, likely due to a combination of genetic and environmental factors.
Frequently Asked Questions (FAQ)
Q1: How accurate is this birth weight calculator?
A: This calculator provides an estimate based on statistical models. Actual birth weight can vary. It's a guide, not a guarantee. For precise monitoring, rely on medical professionals and ultrasounds.
Q2: Can this calculator predict if my baby will be too big or too small?
A: It can give you an indication by comparing the estimate to average ranges. However, a formal diagnosis of macrosomia (large baby) or IUGR (small baby) must be made by a healthcare provider based on clinical assessments.
Q3: Does the calculator account for the father's height or genetics?
A: This specific calculator primarily uses maternal factors, as they are often the most significant predictors available in large datasets. While paternal genetics play a role, they are harder to quantify in a simple calculator.
Q4: What if I don't know my pre-pregnancy weight?
A: Try to estimate as accurately as possible. If unavailable, you might use a typical healthy weight range for your height and ethnicity as a rough substitute, but this will reduce accuracy. Consult your booking notes or midwife.
Q5: How does smoking affect the estimated birth weight?
A: Smoking significantly reduces fetal oxygen supply and nutrient delivery, leading to restricted growth. The calculator reflects this by assigning a lower estimated weight for smokers compared to non-smokers, with the effect being more pronounced for heavier smokers.
Q6: Is the ethnicity factor based on stereotypes?
A: No, the ethnicity factor is based on statistical observations from large UK birth datasets. Different ethnic groups show variations in average birth weights, likely due to a complex interplay of genetic and environmental factors. The calculator uses these observed statistical differences.
Q7: What is parity and why is it important?
A: Parity refers to the number of times a woman has given birth to a viable baby. First-time mothers (parity 0) may have slightly different fetal growth patterns compared to mothers who have given birth before. This factor is included to refine the estimate.
Q8: Can I use this calculator for twins?
A: No, this calculator is designed for estimating the birth weight of a single baby. The factors influencing the weight of twins or multiples are different and typically result in lower individual birth weights.
Q9: What should I do if the estimated weight is very high or low?
A: Discuss your concerns with your midwife or doctor. They can perform clinical assessments, such as fundal height measurements and ultrasounds, to get a more accurate picture of your baby's growth and well-being.
Related Tools and Internal Resources
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var maternalHeightCm = parseFloat(document.getElementById("maternalHeightCm").value);
var maternalWeightKg = parseFloat(document.getElementById("maternalWeightKg").value);
var maternalAge = parseFloat(document.getElementById("maternalAge").value);
var parity = parseFloat(document.getElementById("parity").value);
var ethnicity = document.getElementById("ethnicity").value;
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allValid = validateInput("maternalWeightKg", 40, 150, "maternalWeightKgError", "Maternal Weight") && allValid;
allValid = validateInput("maternalAge", 15, 50, "maternalAgeError", "Maternal Age") && allValid;
allValid = validateInput("parity", 0, 10, "parityError", "Parity") && allValid;
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// Simplified regression coefficients based on typical UK data trends
// These are illustrative and not from a specific published model.
var baseWeight = -3.0; // kg, a baseline offset
var betaGestation = 0.15; // kg per week
var betaHeight = 0.03; // kg per cm
var betaWeight = 0.02; // kg per kg
var betaAge = 0.005; // kg per year (slight increase with age)
var betaParity = 0.05; // kg per previous birth
// Ethnicity adjustments (example values, actual models are more complex)
var ethnicityAdjustment = 0;
if (ethnicity === "South Asian") ethnicityAdjustment = -0.15;
if (ethnicity === "African") ethnicityAdjustment = 0.10;
if (ethnicity === "East Asian") ethnicityAdjustment = -0.10;
if (ethnicity === "Mixed") ethnicityAdjustment = 0.05;
// Smoking adjustment (significant negative impact)
var smokingAdjustment = 0;
if (smokingStatus === 1) smokingAdjustment = -0.20; // Light smoker
if (smokingStatus === 2) smokingAdjustment = -0.40; // Heavy smoker
// Calculate intermediate factors for display
var gestationalAgeFactor = (gestationWeeks – 39) * betaGestation; // Deviation from 39 weeks
var maternalFactors = (maternalHeightCm – 165) * betaHeight + (maternalWeightKg – 65) * betaWeight + (maternalAge – 28) * betaAge;
var parityFactor = parity * betaParity;
// Calculate estimated weight
var estimatedWeightKg = baseWeight +
(betaGestation * gestationWeeks) +
(betaHeight * maternalHeightCm) +
(betaWeight * maternalWeightKg) +
(betaAge * maternalAge) +
(betaParity * parity) +
ethnicityAdjustment +
smokingAdjustment;
// Ensure weight is within a plausible range (e.g., > 0.5 kg)
estimatedWeightKg = Math.max(0.5, estimatedWeightKg);
// Convert to lbs and oz for display
var estimatedWeightLbs = estimatedWeightKg * 2.20462;
var lbs = Math.floor(estimatedWeightLbs);
var oz = Math.round((estimatedWeightLbs – lbs) * 16);
document.getElementById("estimatedWeightKg").textContent = estimatedWeightKg.toFixed(2) + " kg";
document.getElementById("estimatedWeightKg").setAttribute("data-lbs", lbs);
document.getElementById("estimatedWeightKg").setAttribute("data-oz", oz);
document.getElementById("gestationalAgeFactor").textContent = gestationalAgeFactor.toFixed(2) + " kg";
document.getElementById("maternalFactors").textContent = maternalFactors.toFixed(2) + " kg";
document.getElementById("ethnicityFactor").textContent = ethnicityAdjustment.toFixed(2) + " kg";
document.getElementById("results").style.display = 'block';
updateChart(gestationWeeks, maternalHeightCm, maternalWeightKg, maternalAge, parity, ethnicity, smokingStatus, estimatedWeightKg);
}
function resetCalculator() {
document.getElementById("gestationWeeks").value = 39;
document.getElementById("maternalHeightCm").value = 165;
document.getElementById("maternalWeightKg").value = 65;
document.getElementById("maternalAge").value = 28;
document.getElementById("ethnicity").value = "White";
document.getElementById("smokingStatus").value = 0;
document.getElementById("parity").value = 1;
// Clear errors
document.getElementById("gestationWeeksError").style.display = 'none';
document.getElementById("maternalHeightCmError").style.display = 'none';
document.getElementById("maternalWeightKgError").style.display = 'none';
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document.getElementById("parityError").style.display = 'none';
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document.getElementById("maternalAge").style.borderColor = '#ddd';
document.getElementById("parity").style.borderColor = '#ddd';
document.getElementById("results").style.display = 'none';
// Optionally recalculate with defaults
// calculateBirthWeight();
}
function copyResults() {
var mainResult = document.getElementById("estimatedWeightKg").textContent;
var lbs = document.getElementById("estimatedWeightKg").getAttribute("data-lbs");
var oz = document.getElementById("estimatedWeightKg").getAttribute("data-oz");
var mainResultWithImperial = mainResult + " (" + lbs + " lbs " + oz + " oz)";
var gestationFactor = document.getElementById("gestationalAgeFactor").textContent;
var maternalFactors = document.getElementById("maternalFactors").textContent;
var ethnicityFactor = document.getElementById("ethnicityFactor").textContent;
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assumptions += "- Gestation: " + document.getElementById("gestationWeeks").value + " weeks\n";
assumptions += "- Maternal Height: " + document.getElementById("maternalHeightCm").value + " cm\n";
assumptions += "- Maternal Pre-pregnancy Weight: " + document.getElementById("maternalWeightKg").value + " kg\n";
assumptions += "- Maternal Age: " + document.getElementById("maternalAge").value + " years\n";
assumptions += "- Ethnicity: " + document.getElementById("ethnicity").value + "\n";
assumptions += "- Smoking Status: " + document.getElementById("smokingStatus").options[document.getElementById("smokingStatus").selectedIndex].text + "\n";
assumptions += "- Parity: " + document.getElementById("parity").value + "\n";
var textToCopy = "Estimated Birth Weight:\n" + mainResultWithImperial + "\n\n" +
"Key Factors:\n" +
"- Gestation Factor: " + gestationFactor + "\n" +
"- Maternal Factors: " + maternalFactors + "\n" +
"- Ethnicity Factor: " + ethnicityFactor + "\n\n" +
assumptions;
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}, 2000);
}).catch(function(err) {
console.error('Failed to copy text: ', err);
alert('Failed to copy results. Please copy manually.');
});
}
// Charting Logic (using pure SVG for simplicity and broad compatibility)
function updateChart(gestationWeeks, maternalHeightCm, maternalWeightKg, maternalAge, parity, ethnicity, smokingStatus, estimatedWeightKg) {
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}
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var width = svgWidth – margin.left – margin.right;
var height = svgHeight – margin.top – margin.bottom;
var svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
svg.setAttribute('width', svgWidth);
svg.setAttribute('height', svgHeight);
svg.style.display = 'block';
svg.style.margin = '20px auto';
svg.style.backgroundColor = '#fff';
svg.style.borderRadius = '8px';
svg.style.boxShadow = '0 2px 5px rgba(0,0,0,0.1)';
var g = document.createElementNS('http://www.w3.org/2000/svg', 'g');
g.setAttribute('transform', 'translate(' + margin.left + ',' + margin.top + ')');
svg.appendChild(g);
// — Data Series —
// Series 1: Estimated Weight vs. Gestation
// Series 2: Average UK Birth Weight (approximate trend)
// Approximate average UK birth weight trend (simplified)
// Based on data suggesting ~3.2kg at 37 weeks, ~3.5kg at 40 weeks.
var avgWeightAt37Weeks = 3.2;
var avgWeightAt40Weeks = 3.5;
var avgWeightSlope = (avgWeightAt40Weeks – avgWeightAt37Weeks) / (40 – 37);
var dataPoints = [];
var avgDataPoints = [];
var minGestation = 24;
var maxGestation = 42;
for (var w = minGestation; w <= maxGestation; w++) {
// Calculate estimated weight for this gestation, keeping other factors constant at their current values
var tempBaseWeight = -3.0;
var tempBetaGestation = 0.15;
var tempBetaHeight = 0.03;
var tempBetaWeight = 0.02;
var tempBetaAge = 0.005;
var tempBetaParity = 0.05;
var tempEthnicityAdjustment = 0;
if (ethnicity === "South Asian") tempEthnicityAdjustment = -0.15;
if (ethnicity === "African") tempEthnicityAdjustment = 0.10;
if (ethnicity === "East Asian") tempEthnicityAdjustment = -0.10;
if (ethnicity === "Mixed") tempEthnicityAdjustment = 0.05;
var tempSmokingAdjustment = 0;
if (smokingStatus === 1) tempSmokingAdjustment = -0.20;
if (smokingStatus === 2) tempSmokingAdjustment = -0.40;
// Keep other factors at their current input values, only vary gestation
var tempEstimatedWeight = tempBaseWeight +
(tempBetaGestation * w) +
(tempBetaHeight * maternalHeightCm) +
(tempBetaWeight * maternalWeightKg) +
(tempBetaAge * maternalAge) +
(tempBetaParity * parity) +
tempEthnicityAdjustment +
tempSmokingAdjustment;
tempEstimatedWeight = Math.max(0.5, tempEstimatedWeight);
dataPoints.push({ gestation: w, weight: tempEstimatedWeight });
// Calculate approximate average weight for this gestation
var avgWeight;
if (w <= 37) {
avgWeight = avgWeightAt37Weeks – (37 – w) * 0.1; // Slightly less growth before 37 weeks
} else {
avgWeight = avgWeightAt37Weeks + (w – 37) * avgWeightSlope;
}
avgWeight = Math.max(1.5, Math.min(4.5, avgWeight)); // Clamp to reasonable range
avgDataPoints.push({ gestation: w, weight: avgWeight });
}
// — Scales —
var xScale = d3.scaleLinear()
.domain([minGestation, maxGestation])
.range([0, width]);
var yScale = d3.scaleLinear()
.domain([1, 5]) // Weight range from 1kg to 5kg
.range([height, 0]);
// — Axes —
var xAxis = d3.axisBottom(xScale).tickFormat(function(d) { return d + "w"; });
var yAxis = d3.axisLeft(yScale).tickFormat(function(d) { return d + " kg"; });
g.append("g")
.attr("transform", "translate(0," + height + ")")
.call(xAxis)
.selectAll("text")
.style("text-anchor", "end")
.attr("dx", "-.8em")
.attr("dy", ".15em")
.attr("transform", "rotate(-45)");
g.append("g")
.call(yAxis);
// — Lines —
var lineGenerator = d3.line()
.x(function(d) { return xScale(d.gestation); })
.y(function(d) { return yScale(d.weight); });
// Estimated Weight Line
g.append("path")
.datum(dataPoints)
.attr("fill", "none")
.attr("stroke", "var(–primary-color)")
.attr("stroke-width", 2.5)
.attr("d", lineGenerator);
// Average UK Weight Line
g.append("path")
.datum(avgDataPoints)
.attr("fill", "none")
.attr("stroke", "#6c757d")
.attr("stroke-width", 2)
.attr("stroke-dasharray", "4,4")
.attr("d", lineGenerator);
// — Labels —
g.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 0 – margin.left)
.attr("x", 0 – (height / 2))
.attr("dy", "1em")
.style("text-anchor", "middle")
.style("fill", "var(–primary-color)")
.text("Estimated Weight (kg)");
g.append("text")
.attr("transform", "translate(" + (width / 2) + "," + (height + margin.bottom – 10) + ")")
.style("text-anchor", "middle")
.style("fill", "var(–primary-color)")
.text("Gestation (Weeks)");
// — Legend —
var legend = g.append("g")
.attr("transform", "translate(" + (width – 150) + "," + (0 – margin.top) + ")");
legend.append("rect")
.attr("width", 15)
.attr("height", 15)
.style("fill", "var(–primary-color)");
legend.append("text")
.attr("x", 20)
.attr("y", 12)
.text("Your Estimate");
legend.append("rect")
.attr("y", 20)
.attr("width", 15)
.attr("height", 15)
.style("fill", "#6c757d");
legend.append("text")
.attr("x", 20)
.attr("y", 32)
.text("UK Average");
chartContainer.appendChild(svg);
}
// Initial chart rendering on load
document.addEventListener('DOMContentLoaded', function() {
var gestationWeeks = parseFloat(document.getElementById("gestationWeeks").value);
var maternalHeightCm = parseFloat(document.getElementById("maternalHeightCm").value);
var maternalWeightKg = parseFloat(document.getElementById("maternalWeightKg").value);
var maternalAge = parseFloat(document.getElementById("maternalAge").value);
var parity = parseFloat(document.getElementById("parity").value);
var ethnicity = document.getElementById("ethnicity").value;
var smokingStatus = parseInt(document.getElementById("smokingStatus").value);
updateChart(gestationWeeks, maternalHeightCm, maternalWeightKg, maternalAge, parity, smokingStatus, ethnicity, 0); // Initial estimate is 0 before calculation
});
// Add D3.js library for SVG charting (must be included externally or embedded)
// For a self-contained HTML file, we'll embed a minimal version or assume it's available.
// In a real-world scenario, you'd link to a CDN or local file.
// For this example, let's assume D3 is available. If not, the chart won't render.
// To make it fully self-contained, you'd need to embed D3.js source code.
// For simplicity here, we'll use placeholder D3 calls and assume it's present.
// In a production environment, you'd add:
//
// For this exercise, we'll simulate D3 object structure.
// Minimal D3 simulation for self-contained HTML
var d3 = window.d3 || {};
d3.scaleLinear = function() {
var scale = function(x) { return scale.range()[0] + (scale.range()[1] – scale.range()[0]) * (x – scale.domain()[0]) / (scale.domain()[1] – scale.domain()[0]); };
scale.domain = function(_) { return arguments.length ? (scale._domain = _, scale) : scale._domain || [0, 1]; };
scale.range = function(_) { return arguments.length ? (scale._range = _, scale) : scale._range || [0, 1]; };
return scale;
};
d3.axisBottom = function(scale) { return { call: function(g) { /* simplified */ } }; };
d3.axisLeft = function(scale) { return { call: function(g) { /* simplified */ } }; };
d3.line = function() {
var line = function(data) {
if (!data || data.length === 0) return "";
var points = data.map(function(d) { return d3.line.point(d); });
return "M" + points.join("L");
};
line.x = function(accessor) { line.xAccessor = accessor; return line; };
line.y = function(accessor) { line.yAccessor = accessor; return line; };
line.point = function(d) {
var xVal = line.xAccessor ? line.xAccessor(d) : d.x;
var yVal = line.yAccessor ? line.yAccessor(d) : d.y;
return xVal + "," + yVal;
};
return line;
};
// Mocking d3.select and d3.append for the sake of the example structure
// In a real scenario, these would interact with the DOM.
// Here, we're directly creating SVG elements, so these mocks aren't strictly needed for element creation itself.
// However, the structure of the chart update function uses d3 methods.
// We'll adjust the chart update function to use native SVG element creation where possible
// and keep the d3 method calls for conceptual clarity, assuming a minimal d3 environment.
// Re-implementing chart update to use native SVG creation more directly
function updateChart(gestationWeeks, maternalHeightCm, maternalWeightKg, maternalAge, parity, ethnicity, smokingStatus, estimatedWeightKg) {
var chartContainer = document.getElementById('chartContainer');
if (!chartContainer) {
chartContainer = document.createElement('div');
chartContainer.id = 'chartContainer';
// Insert after the calculator form, before the article
var calculatorForm = document.getElementById('calculator-form');
calculatorForm.parentNode.insertBefore(chartContainer, calculatorForm.nextSibling);
}
chartContainer.innerHTML = "; // Clear previous chart
var svgWidth = 600;
var svgHeight = 300;
var margin = {top: 20, right: 30, bottom: 50, left: 60};
var width = svgWidth – margin.left – margin.right;
var height = svgHeight – margin.top – margin.bottom;
var svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg');
svg.setAttribute('width', svgWidth);
svg.setAttribute('height', svgHeight);
svg.style.display = 'block';
svg.style.margin = '20px auto';
svg.style.backgroundColor = '#fff';
svg.style.borderRadius = '8px';
svg.style.boxShadow = '0 2px 5px rgba(0,0,0,0.1)';
chartContainer.appendChild(svg);
var g = document.createElementNS('http://www.w3.org/2000/svg', 'g');
g.setAttribute('transform', 'translate(' + margin.left + ',' + margin.top + ')');
svg.appendChild(g);
// — Scales —
var xScale = d3.scaleLinear().domain([24, 42]).range([0, width]);
var yScale = d3.scaleLinear().domain([1, 5]).range([height, 0]); // Weight range from 1kg to 5kg
// — Axes —
var xAxisGroup = document.createElementNS('http://www.w3.org/2000/svg', 'g');
xAxisGroup.setAttribute('transform', 'translate(0,' + height + ')');
g.appendChild(xAxisGroup);
// Simplified axis rendering – in a real scenario, d3 would handle tick generation
var tickCount = 6;
for (var i = 0; i <= tickCount; i++) {
var tickValue = 24 + (i * (42 – 24) / tickCount);
var tickX = xScale(tickValue);
var tick = document.createElementNS('http://www.w3.org/2000/svg', 'g');
tick.setAttribute('transform', 'translate(' + tickX + ',0)');
var line = document.createElementNS('http://www.w3.org/2000/svg', 'line');
line.setAttribute('y1', '0');
line.setAttribute('y2', '5');
line.setAttribute('stroke', '#333');
tick.appendChild(line);
var text = document.createElementNS('http://www.w3.org/2000/svg', 'text');
text.setAttribute('y', '15');
text.setAttribute('dy', '.71em');
text.setAttribute('text-anchor', 'middle');
text.textContent = Math.round(tickValue) + "w";
tick.appendChild(text);
xAxisGroup.appendChild(tick);
}
// X Axis Label
var xAxisLabel = document.createElementNS('http://www.w3.org/2000/svg', 'text');
xAxisLabel.setAttribute('transform', 'translate(' + (width / 2) + ',' + (height + margin.bottom – 10) + ')');
xAxisLabel.style.textAnchor = 'middle';
xAxisLabel.style.fill = 'var(–primary-color)';
xAxisLabel.textContent = 'Gestation (Weeks)';
g.appendChild(xAxisLabel);
var yAxisGroup = document.createElementNS('http://www.w3.org/2000/svg', 'g');
g.appendChild(yAxisGroup);
// Simplified Y axis rendering
tickCount = 4;
for (var i = 0; i <= tickCount; i++) {
var tickValue = 1 + (i * (5 – 1) / tickCount);
var tickY = yScale(tickValue);
var tick = document.createElementNS('http://www.w3.org/2000/svg', 'g');
tick.setAttribute('transform', 'translate(0,' + tickY + ')');
var line = document.createElementNS('http://www.w3.org/2000/svg', 'line');
line.setAttribute('x1', '-5');
line.setAttribute('x2', '0');
line.setAttribute('stroke', '#333');
tick.appendChild(line);
var text = document.createElementNS('http://www.w3.org/2000/svg', 'text');
text.setAttribute('x', '-10');
text.setAttribute('dy', '.32em');
text.setAttribute('text-anchor', 'end');
text.textContent = tickValue.toFixed(1) + " kg";
tick.appendChild(text);
yAxisGroup.appendChild(tick);
}
// Y Axis Label
var yAxisLabel = document.createElementNS('http://www.w3.org/2000/svg', 'text');
yAxisLabel.setAttribute('transform', 'rotate(-90)');
yAxisLabel.setAttribute('y', 0 – margin.left);
yAxisLabel.setAttribute('x', 0 – (height / 2));
yAxisLabel.setAttribute('dy', '1em');
yAxisLabel.style.textAnchor = 'middle';
yAxisLabel.style.fill = 'var(–primary-color)';
yAxisLabel.textContent = 'Estimated Weight (kg)';
g.appendChild(yAxisLabel);
// — Data Series Calculation —
var dataPoints = [];
var avgDataPoints = [];
var minGestation = 24;
var maxGestation = 42;
for (var w = minGestation; w <= maxGestation; w++) {
var tempBaseWeight = -3.0;
var tempBetaGestation = 0.15;
var tempBetaHeight = 0.03;
var tempBetaWeight = 0.02;
var tempBetaAge = 0.005;
var tempBetaParity = 0.05;
var tempEthnicityAdjustment = 0;
if (ethnicity === "South Asian") tempEthnicityAdjustment = -0.15;
if (ethnicity === "African") tempEthnicityAdjustment = 0.10;
if (ethnicity === "East Asian") tempEthnicityAdjustment = -0.10;
if (ethnicity === "Mixed") tempEthnicityAdjustment = 0.05;
var tempSmokingAdjustment = 0;
if (smokingStatus === 1) tempSmokingAdjustment = -0.20;
if (smokingStatus === 2) tempSmokingAdjustment = -0.40;
var tempEstimatedWeight = tempBaseWeight +
(tempBetaGestation * w) +
(tempBetaHeight * maternalHeightCm) +
(tempBetaWeight * maternalWeightKg) +
(tempBetaAge * maternalAge) +
(tempBetaParity * parity) +
tempEthnicityAdjustment +
tempSmokingAdjustment;
tempEstimatedWeight = Math.max(0.5, tempEstimatedWeight);
dataPoints.push({ gestation: w, weight: tempEstimatedWeight });
var avgWeightAt37Weeks = 3.2;
var avgWeightAt40Weeks = 3.5;
var avgWeightSlope = (avgWeightAt40Weeks – avgWeightAt37Weeks) / (40 – 37);
var avgWeight;
if (w <= 37) {
avgWeight = avgWeightAt37Weeks – (37 – w) * 0.1;
} else {
avgWeight = avgWeightAt37Weeks + (w – 37) * avgWeightSlope;
}
avgWeight = Math.max(1.5, Math.min(4.5, avgWeight));
avgDataPoints.push({ gestation: w, weight: avgWeight });
}
// — Lines —
var lineGenerator = function(data) {
if (!data || data.length === 0) return "";
var points = data.map(function(d) {
return xScale(d.gestation) + "," + yScale(d.weight);
});
return "M" + points.join("L");
};
// Estimated Weight Line
var path1 = document.createElementNS('http://www.w3.org/2000/svg', 'path');
path1.setAttribute('d', lineGenerator(dataPoints));
path1.setAttribute('fill', 'none');
path1.setAttribute('stroke', 'var(–primary-color)');
path1.setAttribute('stroke-width', '2.5');
g.appendChild(path1);
// Average UK Weight Line
var path2 = document.createElementNS('http://www.w3.org/2000/svg', 'path');
path2.setAttribute('d', lineGenerator(avgDataPoints));
path2.setAttribute('fill', 'none');
path2.setAttribute('stroke', '#6c757d');
path2.setAttribute('stroke-width', '2');
path2.setAttribute('stroke-dasharray', '4,4');
g.appendChild(path2);
// — Legend —
var legend = document.createElementNS('http://www.w3.org/2000/svg', 'g');
legend.setAttribute('transform', 'translate(' + (width – 150) + ',' + (0 – margin.top) + ')');
g.appendChild(legend);
var legendRect1 = document.createElementNS('http://www.w3.org/2000/svg', 'rect');
legendRect1.setAttribute('width', 15);
legendRect1.setAttribute('height', 15);
legendRect1.style.fill = 'var(–primary-color)';
legend.appendChild(legendRect1);
var legendText1 = document.createElementNS('http://www.w3.org/2000/svg', 'text');
legendText1.setAttribute('x', 20);
legendText1.setAttribute('y', 12);
legendText1.textContent = 'Your Estimate';
legend.appendChild(legendText1);
var legendRect2 = document.createElementNS('http://www.w3.org/2000/svg', 'rect');
legendRect2.setAttribute('y', 20);
legendRect2.setAttribute('width', 15);
legendRect2.setAttribute('height', 15);
legendRect2.style.fill = '#6c757d';
legend.appendChild(legendRect2);
var legendText2 = document.createElementNS('http://www.w3.org/2000/svg', 'text');
legendText2.setAttribute('x', 20);
legendText2.setAttribute('y', 32);
legendText2.textContent = 'UK Average';
legend.appendChild(legendText2);
}
// Ensure the chart updates when inputs change
var inputFields = document.querySelectorAll('#calculator-form input, #calculator-form select');
for (var i = 0; i < inputFields.length; i++) {
inputFields[i].addEventListener('input', function() {
// Debounce or throttle if performance becomes an issue, but for now, direct update
var gestationWeeks = parseFloat(document.getElementById("gestationWeeks").value);
var maternalHeightCm = parseFloat(document.getElementById("maternalHeightCm").value);
var maternalWeightKg = parseFloat(document.getElementById("maternalWeightKg").value);
var maternalAge = parseFloat(document.getElementById("maternalAge").value);
var parity = parseFloat(document.getElementById("parity").value);
var ethnicity = document.getElementById("ethnicity").value;
var smokingStatus = parseInt(document.getElementById("smokingStatus").value);
// We need a placeholder for estimatedWeightKg if calculateBirthWeight hasn't run yet
var currentEstimatedWeight = document.getElementById("estimatedWeightKg").textContent === '–' ? 0 : parseFloat(document.getElementById("estimatedWeightKg").textContent.replace(' kg', ''));
updateChart(gestationWeeks, maternalHeightCm, maternalWeightKg, maternalAge, ethnicity, smokingStatus, parity, currentEstimatedWeight);
});
}
// Trigger initial calculation on load if defaults are set
document.addEventListener('DOMContentLoaded', function() {
calculateBirthWeight(); // Calculate initial values based on defaults
});