Indicator (statistics)
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Indicator (statistics)
In statistics and research design, an indicator is an observed value of a variable, or in other words "a sign of a presence or absence of the concept being studied". Just like each color indicates in a traffic lights the change in the movement. For example, if a variable is religiosity, and a unit of analysis is an individual, then that one of potentially more numerous indicators of that individual's religiosity would be whether they attend religious services; others - how often, or whether they donate money to religious organizations. Numerous indicators can be aggregated into an index. The complexity of biological systems makes evaluating them a challenge. Bioindicators, such as indicator bacteria, are ecological indicators, sometimes requiring further consideration of environmental indicators. In public health study, one relies on health indicators. In a given locality, community indicators inform planners, while the design quality indicator can be the basis of building permi ...
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Research Design
Research design refers to the overall strategy utilized to carry out research that defines a succinct and logical plan to tackle established research question(s) through the collection, interpretation, analysis, and discussion of data. Incorporated in the design of a research study will depend on the standpoint of the researcher over their beliefs in the nature of knowledge (see epistemology) and reality (see ontology), often shaped by the disciplinary areas the researcher belongs to. The design of a study defines the study type (descriptive, correlational, semi-experimental, experimental, review, meta-analytic) and sub-type (e.g., descriptive-longitudinal case study), research problem, hypotheses, independent and dependent variables, experimental design, and, if applicable, data collection methods and a statistical analysis plan. A research design is a framework that has been created to find answers to research questions. Design types and sub-types There are many ways to classi ...
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Health Indicator
Health indicators are quantifiable characteristics of a population which researchers use as supporting evidence for describing the health of a population. Typically, researchers will use a survey methodology to gather information about a population sample, use statistics in an attempt to generalize the information collected to the entire population, and then use the statistical analysis to make a statement about the health of the population. Health indicators are often used by governments to guide health care policy or to make goals for improving population health. Characteristics A health indicator which will be used internationally to describe global health should have the following characteristics: #It should be defined in such a way that it can be measured uniformly internationally. #It must have statistical validity. #The indicator must be data which can feasibly be collected in a reasonable amount of time. #The analysis of the data must result in a recommendation on which p ...
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Myers–Briggs Type Indicator
In Personality type, personality typology, the Myers–Briggs Type Indicator (MBTI) is an introspection, introspective self-report study, self-report questionnaire indicating differing Psychology, psychological preferences in how people perceive the world and make decisions. The test attempts to assign a value to each of four categories: introversion or extraversion, sensing or intuition, thinking or feeling, and judging or perceiving. One letter from each category is taken to produce a four-letter test result, such as "INTP" or "ESFJ". The MBTI was constructed by two Americans: Katharine Cook Briggs and her daughter Isabel Briggs Myers, who were inspired by the book ''Psychological Types'' by Swiss psychiatrist Carl Jung. Isabel Myers was particularly fascinated by the concept of introversion and she typed herself as an INFP. However, she felt the book was too complex for the general public, and therefore she tried to organize the Jungian cognitive functions to make it more acc ...
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OECD Main Economic Indicators
OECD Main Economic Indicators, often simply called Main Economic Indicators and abbreviated MEI, is a monthly publication by the Organisation for Economic Co-operation and Development (OECD) of economic indicators worldwide (with a focus on OECD countries). According to the official website, it "presents comparative statistics that provide an overview of recent international economic developments." The publication is available online at the OECD iLibrary. Reception Academic research The OECD Main Economic Indicators have been used extensively in the academic literature to study the performance of OECD and (some) non-OECD countries. Media reception The OECD Main Economic Indicators (as well as a related twice-yearly publication called '' Economic Outlook'') inform commentary on economic performance in the mainstream and financial press, including by ''Reuters'', ''Agence France-Presse'', the ''Wall Street Journal'', and ''Bloomberg''. See also * Economic Outlook (OECD publication) * ...
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Sustainability Indicators
Sustainability measurement are tools and methods that attempt to measure the degree of sustainability of processes, products, services, businesses and so forth. Sustainability is difficult to quantify, perhaps even immeasurable. The metrics used to try and measure sustainability involve the sustainability of environmental, social and economic domains, (both individually and in various combinations) and are still evolving. They include indicators, benchmarks, audits, sustainability standards and certification systems like Fairtrade and Organic, indexes and accounting, as well as assessment, appraisal and other reporting systems. They are applied over a wide range of spatial and temporal scales.Bell, Simon and Morse, Stephen 2008. Sustainability Indicators Measuring the Immeasurable?'' 2nd edn. London: Earthscan. . Some of the widely used sustainability measures include corporate sustainability reporting, Triple Bottom Line accounting, World Sustainability Society, and estimates of t ...
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Community Indicators
Community indicators are "measurements that provide information about past and current trends and assist planners and community leaders in making decisions that affect future outcomes". They provide insight into the overall direction of a community: whether it is improving, declining, or staying the same, or is some mix of all three. In essence, indicators are measurements that reflect the interplay between social, environmental, and economic factors affecting a region’s or community’s well-being. Community indicators projects typically are conducted by nonprofit organizations within a community, although in some cases they are initiated by the public sector. History of community indicators Community indicators are a localized response to the perceived invalidity of the traditional predominantly economic indicators, such as GDP, that are used for measuring human progress. This invalidity takes two forms. First, economic indicators account for all money transactions as benefi ...
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Public Health
Public health is "the science and art of preventing disease, prolonging life and promoting health through the organized efforts and informed choices of society, organizations, public and private, communities and individuals". Analyzing the determinants of health of a population and the threats it faces is the basis for public health. The ''public'' can be as small as a handful of people or as large as a village or an entire city; in the case of a pandemic it may encompass several continents. The concept of ''health'' takes into account physical, psychological, and social well-being.What is the WHO definition of health?
from the Preamble to the Constitution of WHO as adopted by the International Health Conference, New York, 19 June - 22 July 1946; signed on ...
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Variable (statistics)
In mathematics, a variable (from Latin '' variabilis'', "changeable") is a symbol that represents a mathematical object. A variable may represent a number, a vector, a matrix, a function, the argument of a function, a set, or an element of a set. Algebraic computations with variables as if they were explicit numbers solve a range of problems in a single computation. For example, the quadratic formula solves any quadratic equation by substituting the numeric values of the coefficients of that equation for the variables that represent them in the quadratic formula. In mathematical logic, a ''variable'' is either a symbol representing an unspecified term of the theory (a meta-variable), or a basic object of the theory that is manipulated without referring to its possible intuitive interpretation. History In ancient works such as Euclid's ''Elements'', single letters refer to geometric points and shapes. In the 7th century, Brahmagupta used different colours to represent the unk ...
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Environmental Indicator
Environmental indicators are simple measures that tell us what is happening in the environment. Since the environment is very complex, indicators provide a more practical and economical way to track the state of the environment than if we attempted to record every possible variable in the environment. For example, concentrations of ozone depleting substances (ODS) in the atmosphere, tracked over time, is a good indicator with respect to the environmental issue of stratospheric ozone depletion. Environmental indicators have been defined in different ways but common themes exist. “An environmental indicator is a numerical value that helps provide insight into the state of the environment or human health. Indicators are developed based on quantitative measurements or statistics of environmental condition that are tracked over time. Environmental indicators can be developed and used at a wide variety of geographic scales, from local to regional to national levels.” “A parameter ...
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Ecological Indicator
Ecological indicators are used to communicate information about ecosystems and the impact human activity has on ecosystems to groups such as the public or government policy makers. Ecosystems are complex and ecological indicators can help describe them in simpler terms that can be understood and used by non-scientists to make management decisions. For example, the number of different beetle taxa found in a field can be used as an indicator of biodiversity. Many different types of indicators have been developed. They can be used to reflect a variety of aspects of ecosystems, including biological, chemical and physical. Due to this variety, the development and selection of ecological indicators is a complex process. Using ecological indicators is a pragmatic approach since direct documentation of changes in ecosystems as related to management measures, is cost and time intensive. For example, it would be expensive and time-consuming to count every bird, plant and animal in a newly ...
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