Cumulative Incidence

Cumulative incidence is a measure of the risk that individuals in a defined population will experience a specified event during a stated period, such as developing a disease. It is calculated by dividing the number of new events occurring during follow-up by the number of people at risk at the beginning, assuming the population is clearly defined and outcomes are observed consistently. Expressed as a proportion or percentage, cumulative incidence supports comparisons between groups, evaluation of disease occurrence, and assessment of intervention effects; however, censoring, loss to follow-up, and competing events can affect interpretation.

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JoVE Core - Statistics

Cumulative Frequency Distribution

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2023

A cumulative frequency distribution is another type of frequency distribution. Instead of reporting how many data values fall in some classes, it reports how many data values are contained in either that class or any class to its left. Technically, it means the sum of frequencies of the class and all the classes below it in a frequency distribution. A cumulative frequency is calculated by adding the frequency of each class lower than the corresponding class interval or category. In general, a...

Incidence of Tax I

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2025

Inelastic demand refers to a situation where the quantity demanded of a good changes minimally in response to price fluctuations. Goods with inelastic demand, such as essential commodities like rice, exhibit this behavior because consumers prioritize these goods regardless of price changes. In economic terms, the demand curve for these goods is steep, reflecting minimal sensitivity to price. When a tax is imposed on a good with inelastic demand, such as rice, the supply curve shifts leftward...

Incidence of Tax II

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2025

Elastic demand occurs when a small change in price results in a significant change in the quantity demanded. Luxury goods typically exhibit elastic demand since they are not essential, and consumers are more sensitive to price changes. The demand curve for these goods is relatively flat, indicating that even the slightest price increases can lead to large reductions in sales. When the government imposes higher taxes on luxury goods, the supply curve shifts leftward as production costs rise,...

Prevalence and Incidence

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2025

In statistical epidemiology and health sciences, two essential metrics—prevalence and incidence—are fundamental for understanding disease dynamics within a population. These measures enable public health officials, epidemiologists, and researchers to assess the burden of diseases, allocate resources effectively, and design impactful public health policies and interventions. Prevalence indicates the proportion of individuals in a population who have a specific disease or health condition at a...

Types of Reports II: Incident or Occurrence Report

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2024

An Incident or Occurrence Report in a healthcare setting is a crucial document used to record any unexpected occurrence that may or may not have affected a patient, employee, or visitor. Such reports are critical to improving patient safety and include all details leading up to and including the event. Purposes: In the healthcare industry, reports play a crucial role in documenting incidents within an agency. The primary objective of these reports is to ensure patient safety, uphold the...

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