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Chiropractic Review Weight One Study Tool

One explicitly supplied inverse-variance research synthesis contribution.

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Description

Return one inverse-variance review weight and contribution.

Research effect estimates depend on outcome definitions, unit conversions, orientation and statistical assumptions. A written rounding envelope describes reporting precision; an effect-size contribution or supplied interval is different from a fitted analysis, a confidence statement or evidence of clinical benefit.

Return one inverse-variance review weight and contribution.

When to use this tool

Use Chiropractic Review Weight One Study when checking the stated effect-size, measurement or interval convention.

How to use the tool and how it works

  1. Enter effect, variance, betweenVariance, totalWeight. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read weight, normalizedWeight, contribution. Use the output convention below.

Return one inverse-variance review weight and contribution. Require variance > 0, betweenVariance >= 0 and totalWeight > 0; weight = 1/(variance+betweenVariance), normalizedWeight = weight/totalWeight, contribution = effect*normalizedWeight.1

Inverse-variance aggregation weights estimates by their precision. A supplied between-study variance changes random-effects weights; one weighted contribution is not a complete fitted analysis.2

Input fieldMeaning and unitsAccepted input
effectEffectRequired. Finite number.
varianceVarianceRequired. Finite number; strictly above 0.
betweenVarianceSupplied nonnegative between-study variance on the squared effect scale.Required. Finite number; minimum 0.
totalWeightPositive supplied sum of review weights; it is not fitted from a study collection here.Required. Finite number; strictly above 0.
Output fieldInterpretationReturned shape
weightCaller-supplied weight on the stated observation, model or allocation basis.Required. Finite number.
normalizedWeightNormalized WeightRequired. Finite number.
contributionContributionRequired. Finite number.
json
{
  "input": {
    "effect": 0.4,
    "variance": 0.04,
    "betweenVariance": 0.01,
    "totalWeight": 100
  },
  "output": {
    "weight": 20,
    "normalizedWeight": 0.2,
    "contribution": 0.08
  }
}

Limitations and assumptions

  • The total weight and heterogeneity variance are supplied; this is one summand rather than a fitted or clinically valid meta-analysis.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Use a complete, justified statistical analysis and original study data; distinguish reporting precision from sampling uncertainty and assess clinical relevance independently.

References

  1. Calculation and input contract: chiropractic/chiropractic-review-weight-one-study — tool.io

  2. Analysing data and undertaking meta-analyses — Cochrane

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