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Saturday, April 27, 2024

Evidence-based practice

From Wikipedia, the free encyclopedia
 
Evidence-based practice is the idea that occupational practices ought to be based on scientific evidence. While seemingly obviously desirable, the proposal has been controversial, with some arguing that results may not specialize to individuals as well as traditional practices. Evidence-based practices have been gaining ground since the formal introduction of evidence-based medicine in 1992 and have spread to the allied health professions, education, management, law, public policy, architecture, and other fields. In light of studies showing problems in scientific research (such as the replication crisis), there is also a movement to apply evidence-based practices in scientific research itself. Research into the evidence-based practice of science is called metascience.

The movement towards evidence-based practices attempts to encourage and, in some instances, require professionals and other decision-makers to pay more attention to evidence to inform their decision-making. The goal of evidence-based practice is to eliminate unsound or outdated practices in favor of more-effective ones by shifting the basis for decision making from tradition, intuition, and unsystematic experience to firmly grounded scientific research.

An individual or organisation is justified in claiming that a specific practice is evidence-based if, and only if, three conditions are met. First, the individual or organisation possesses comparative evidence about the effects of the specific practice in comparison to the effects of at least one alternative practice. Second, the specific practice is supported by this evidence according to at least one of the individual's or organisation's preferences in the given practice area. Third, the individual or organisation can provide a sound account for this support by explaining the evidence and preferences that lay the foundation for the claim.

History

For most of history, professions have based their practices on expertise derived from experience passed down in the form of tradition. Many of these practices have not been justified by evidence, which has sometimes enabled quackery and poor performance. Even when overt quackery is not present, quality and efficiency of tradition-based practices may not be optimal. As the scientific method has become increasingly recognized as a sound means to evaluate practices, evidence-based practices have become increasingly adopted.

One of the earliest proponents of evidence-based practice was Archie Cochrane, an epidemiologist who authored the book Effectiveness and Efficiency: Random Reflections on Health Services in 1972. Cochrane's book argued for the importance of properly testing health care strategies, and was foundational to the evidence-based practice of medicine. Cochrane suggested that because resources would always be limited, they should be used to provide forms of health care which had been shown in properly designed evaluations to be effective. Cochrane maintained that the most reliable evidence was that which came from randomised controlled trials.

The term "evidence-based medicine" was introduced by Gordon Guyatt in 1990 in an unpublished program description, and the term was later first published in 1992. This marked the first evidence-based practice to be formally established. Some early experiments in evidence-based medicine involved testing primitive medical techniques such as bloodletting, and studying the effectiveness of modern and accepted treatments. There has been a push for evidence-based practices in medicine by insurance providers, which have sometimes refused coverage of practices lacking in systematic evidence of usefulness. It is now expected by most clients that medical professionals should make decisions based on evidence, and stay informed about the most up-to-date information. Since the widespread adoption of evidence-based practices in medicine, the use of evidence-based practices has rapidly spread to other fields.

More recently, there has been a push for evidence-based education. The use of evidence-based learning techniques such as spaced repetition can improve students' rate of learning. Some commentators have suggested that the lack of any substantial progress in the field of education is attributable to practice resting in the unconnected and noncumulative experience of thousands of individual teachers, each re-inventing the wheel and failing to learn from hard scientific evidence about 'what works'. Opponents of this view argue that it is hard to assess teaching methods because it depends on a host of factors, not least those to do with the style, personality and beliefs of the teacher and the needs of the particular children. Others argue the teacher experience could be combined with research evidence, but without the latter being treated as a privileged source. This is in line with a school of thought suggesting that evidence-based practice has limitations and a better alternative is to use Evidence-informed Practice (EIP). This process includes quantitative evidence, does not include non-scientific prejudices, but includes qualitative factors such as clinical experience and the discernment of practitioners and clients.

Versus tradition

Evidence-based practice is a philosophical approach that is in opposition to tradition. Some degree of reliance on "the way it was always done" can be found in almost every profession, even when those practices are contradicted by new and better information.

Some critics argue that since research is conducted on a population level, results may not generalise to each individual within the population. Therefore, evidence-based practices may fail to provide the best solution to each individual, and traditional practices may better accommodate individual differences. In response, researchers have made an effort to test whether particular practices work better for different subcultures, personality types etc. Some authors have redefined evidence-based practice to include practice that incorporates common wisdom, tradition, and personal values alongside practices based on evidence.

Evaluating evidence

Hierarchy of evidence in medicine.

Evaluating scientific research is extremely complex. The process can by greatly simplified with the use of a heuristic that ranks the relative strengths of results obtained from scientific research called a hierarchy of evidence. The design of the study and the endpoints measured (such as survival or quality of life) affect the strength of the evidence. Typically, systematic reviews and meta-analysis rank at the top of the hierarchy while randomized controlled trials rank above observational studies, and expert opinion and case reports rank at the bottom. There is broad agreement on the relative strength of the different types of studies, but there is no single, universally-accepted hierarchy of evidence. More than 80 different hierarchies have been proposed for assessing medical evidence.

Applications

Medicine

Evidence-based medicine is an approach to medical practice intended to optimize decision-making by emphasizing the use of evidence from well-designed and well-conducted research. Although all medicine based on science has some degree of empirical support, evidence-based medicine goes further, classifying evidence by its epistemologic strength and requiring that only the strongest types (coming from meta-analyses, systematic reviews, and randomized controlled trials) can yield strong recommendations; weaker types (such as from case-control studies) can yield only weak recommendations. The term was originally used to describe an approach to teaching the practice of medicine and improving decisions by individual physicians about individual patients. Use of the term rapidly expanded to include a previously described approach that emphasized the use of evidence in the design of guidelines and policies that apply to groups of patients and populations ("evidence-based practice policies").

Whether applied to medical education, decisions about individuals, guidelines and policies applied to populations, or administration of health services in general, evidence-based medicine advocates that to the greatest extent possible, decisions and policies should be based on evidence, not just the beliefs of practitioners, experts, or administrators. It thus tries to assure that a clinician's opinion, which may be limited by knowledge gaps or biases, is supplemented with all available knowledge from the scientific literature so that best practice can be determined and applied. It promotes the use of formal, explicit methods to analyze evidence and makes it available to decision makers. It promotes programs to teach the methods to medical students, practitioners, and policymakers.

A process has been specified that provides a standardised route for those seeking to produce evidence of the effectiveness of interventions. Originally developed to establish processes for the production of evidence in the housing sector, the standard is general in nature and is applicable across a variety of practice areas and potential outcomes of interest.

Mental health

To improve dissemination of evidence-based practices, the Association for Behavioral and Cognitive Therapies (ABCT) and the Society of Clinical Child and Adolescent Psychology (SCCAP, Division 53 of the American Psychological Association) maintain updated information on their websites on evidence-based practices in psychology for practitioners and the general public. An evidence-based practice consensus statement was developed at a summit on mental healthcare in 2018. As of June 23, 2019, this statement has been endorsed by 36 organizations.

Metascience

There has since been a movement for the use of evidence-based practice in conducting scientific research in attempt to address the replication crisis and other major issues affecting scientific research. The application of evidence-based practices to research itself is called metascience, which seeks to increase the quality of scientific research while reducing waste. It is also known as "research on research" and "the science of science", as it uses research methods to study how research is done and where improvements can be made. The five main areas of research in metascience are methodology, reporting, reproducibility, evaluation, and incentives. Metascience has produced a number of reforms in science such as the use of study pre-registration and the implementation of reporting guidelines with the goal of bettering scientific research practices.

Education

Evidence-based education (EBE), also known as evidence-based interventions, is a model in which policy-makers and educators use empirical evidence to make informed decisions about education interventions (policies, practices, and programs). In other words, decisions are based on scientific evidence rather than opinion.

EBE has gained attention since English author David H. Hargreaves suggested in 1996 that education would be more effective if teaching, like medicine, was a "research-based profession".

Since 2000, studies in Australia, England, Scotland and the USA have supported the use of research to improve educational practices in teaching reading.

In 1997, the National Institute of Child Health and Human Development convened a national panel to assess the effectiveness of different approaches used to teach children to read. The resulting National Reading Panel examined quantitative research studies on many areas of reading instruction, including phonics and whole language. In 2000 it published a report entitled Teaching Children to Read: An Evidence-based Assessment of the Scientific Research Literature on Reading and its Implications for Reading Instruction that provided a comprehensive review of what was known about best practices in reading instruction in the U.S.

This occurred around the same time as such international studies as the Programme for International Student Assessment in 2000 and the Progress in International Reading Literacy Study in 2001.

Subsequently, evidence-based practice in education (also known as Scientifically based research), came into prominence in the U.S. under the No child left behind act of 2001, replace in 2015 by the Every Student Succeeds Act.

In 2002 the U.S. Department of Education founded the Institute of Education Sciences to provide scientific evidence to guide education practice and policy .

English author Ben Goldacre advocated in 2013 for systemic change and more randomized controlled trials to assess the effects of educational interventions. In 2014 the National Foundation for Educational Research, Berkshire, England published a report entitled Using Evidence in the Classroom: What Works and Why. In 2014 the British Educational Research Association and the Royal Society of Arts advocated for a closer working partnership between teacher-researchers and the wider academic research community.

Reviews of existing research on education

The following websites offer free analysis and information on education research:

  • The Best Evidence Encyclopedia is a free website created by the Johns Hopkins University School of Education's Center for Data-Driven Reform in Education (established in 2004) and is funded by the Institute of Education Sciences, U.S. Department of Education. It gives educators and researchers reviews about the strength of the evidence supporting a variety of English programs available for students in grades K–12. The reviews cover programs in areas such as Mathematics, Reading, Writing, Science, Comprehensive school reform, and Early childhood Education; and includes such topics as effectiveness of technology and struggling readers.
  • The Education Endowment Foundation was established in 2011 by The Sutton Trust, as a lead charity in partnership with Impetus Trust, together being the government-designated What Works Centre for UK Education.
  • Evidence for the Every Student Succeeds Act began in 2017 and is produced by the Center for Research and Reform in Education at Johns Hopkins University School of Education. It offers free up-to-date information on current PK-12 programs in reading, writing, math, science, and others that meet the standards of the Every Student Succeeds Act (the United States K–12 public education policy signed by President Obama in 2015). It also provides information on programs that do meet the Every Student Succeeds Act standards as well as those that do not.
  • What Works Clearinghouse, established in 2002, evaluates numerous educational programs, in twelve categories, by the quality and quantity of the evidence, and the effectiveness. It is operated by the federal National Center for Education Evaluation, and Regional Assistance, part of Institute of Education Sciences.
  • Social programs that work is administered by the Arnold Ventures LLC's Evidence-Based Policy team. The team is composed of the former leadership of the Coalition for Evidence-Based Policy, a nonprofit, nonpartisan organization advocating the use of well-conducted randomized controlled trials (RCTs) in policy decisions. It offers information on twelve types of social programs including education.

A variety of other organizations offer information on research and education.

Geopark

From Wikipedia, the free encyclopedia
https://en.wikipedia.org/wiki/Geopark

Geopark
The maars, or volcanic lakes, of Natur- und Geopark Vulkaneifel in Germany, the first geopark under the name
 
World map of geoparks included in the UNESCO Global Geoparks Network (GGN) as of 2020 
 
EtymologyProduced compound of "geo-" and "park"
Owned byThe nation(s) in which the park is defined
Administered byThe nation's government
Camp sitesDefined by park
Hiking trailsDefined by park
TerrainSites and habitats of geological interest
WaterPossibly
VegetationPossibly
SpeciesPossibly
CollectionsPossibly
DesignationUNESCO designations of national geopark, national and regional, or national, regional, and global
BudgetSustainable
ParkingPossibly
Connecting transportPossibly
FacilitiesPossibly
WebsiteTypically

A geopark is a protected area with internationally significant geology within which sustainable development is sought and which includes tourism, conservation, education and research concerning not just geology but other relevant sciences.

In 2005, a European Geopark was defined as being: "a territory with a particular geological heritage and with a sustainable territorial development....the ultimate aim of a European Geopark is to bring enhanced employment opportunities for the people who live there."

Today the geopark is virtually synonymous with the UNESCO geopark, which is defined and managed under the voluntary authority of UNESCO's International Geoscience and Geoparks Programme (IGGP). UNESCO provides a standard for geoparks and a certification service to territories that apply for it. The service is available to member states of UNESCO.

The list of members is not the same as the member states of the United Nations. Membership in the UN does not automatically imply membership of UNESCO, even though UNESCO is part of the UN. Both lists have about 193 member nations, but not exactly the same 193. The UN list covers most of the geopolitical world, but the UNESCO list lacks Israel, for example, which resigned in 2018 because they believed UNESCO is anti-Israel.

The UNESCO Global Geoparks Network co-ordinates the activities of the many UNESCO Global Geoparks (UGGp's) around the world. It is divided into regional networks, such as the European Geoparks Network. The EGN historically preceded the UGGN, being founded in 2000 with the first four geoparks. It joined with UNESCO in 2001 and in 2005 agreed in the Madonie Declaration to be a regional network of the UGGps, which had been created by UNESCO in 2004.

The Madonie Declaration of 2004, which was signed by Nikolas Zouros for the EGN and Wolfgang Eder for UNESCO, established what was later called a "bottom up" system of precedence. An applicant geopark must first be a member of the EGN before applying to the UGGN. Furthermore, another level was created, the National Geoparks Network, which at first glance seems a contradiction in terms. Geoparks are international. What the Declaration meant was, if a potentially international type of site (a possible geosite) existed within the candidate park's country, the park must belong to it before it can apply to the regional network. This type was dubbed an NGN. Its sites could then be included under the geopark umbrella by being candidates for the international network. In 2014 the creation of other regions besides the EGN was allowed and encouraged, permitting geoparks to fulfill their declared global nature.

Etymology and usage of geopark

Ge- or geo- is a word-formative prefix derived from the ancient Greek word for "Earth." Due to the use of ancient Greek and Latin words to form international scientific vocabulary, geo- might appear in any modern language of any type by the process of compounding. Since geo- is well known in most modern languages it is especially amenable to word production, the impromptu manufacture of words of self-evident meaning. Geopark and all its associated new geo- words began as produced neologisms but are fast becoming legitimate scientific compounds.

Produced words are often open to interpretation: they mean whatever the writer intended them to mean or whatever the reader interpreted them to mean. Eventually the word receives a common understanding that can be dictionary-defined. "Geopark" is right at that point. Henriques and Brilha, after listing four interpretations not to be allowed now, cite features that must be present in the application of "geopark:" a development plan, a geoheritage, conservation, and sustainability. These are features that must receive the credibility of the international organizations certifying the park as a geopark, without which certification they cannot be scientific geoparks. The overall qualification, therefore, is that they must be certified as geoparks by the accepted international organizations. No certification, no geopark.

The innovation of geo-compounds is neither new or recent, the most ancient perhaps being the geo-metria, "earth measurement," of ancient Greece. There have been a smattering of "Earth" words ever since. Geo-logia is a relative newcomer, in mediaeval Latin "the study of earthly things" (such as law) in contrast to divine things. It was preempted to refer to the 18th century topics of fossils and rock stratification. Most geo-compounds come from the 19th and early 20th century. Geo- means "Earth" rather than "geological," which would be redundant.

After a floruit of international exploration, scientific research, and park-building in the later 19th century, the world wars represent a sharp decline of conservation and tourism, as the goals of war are opposite those of peace. Even the League of Nations, predecessor of the United Nations, did not unite. The last world war saw the irrecoverable destruction of national heritages and the terrible misuse of science. The United Nations and its and educational, scientific, and cultural branch, UNESCO, heir to the League's International Committee on Intellectual Cooperation, both founded in 1945 to do a better job at peace-keeping and cooperation, were at first hindered by the Cold War. As it manifestly drew to an end in the 1970's, and the countries of east Europe would be open once more, UNESCO began to be more effective, formulating organizations to respond to a growing demand for the protection of the heritage that was left.

The current round of innovation to which geo-park belongs dates to the last decades of the 20th century and the first of the 21st, although it may not be over yet. They began as marketing terms in the vending of what Farsani calls "sustainable tourism," characterizing it as "a new niche market," the key words being, in addition to geopark, geotourism, geoheritage, geosite, geoconservation, and geodiversity. It is not possible to discover what individuals first innovated the words. Authors such as Farsani can only state the groups among which they were thought to be first current.

The term “geopark” was apparently first used to describe a newly instituted park in the west Vulkaneifel district of the Eifel Mountains of Rhineland-Palatinate, Germany. The region had tended to be economically depressed due to the preference of buyers and sellers for markets in nearby France. They did have a noted geological asset: a now dormant forested volcanic range. The land shows evidence of ancient volcanos, including crater lakes, mineral springs, and pipe formations. The place also abounds in fossils. Although of interest to scientists and hikers, the terrain was generally regarded as a liability, some 19th-century plans even having been made to fill lakes.

Types of geopark

The word geopark is no longer open to the process of innovation through word production. It has been defined by various organizations in the field of earth science. An essential element of the definition is that a geopark must be branded as part of an international geopark network. A national park is not necessarily a geopark. For example, the United States has a system of national parks, but none of them are geoparks. Canada, on the other hand, has several.

A geopark network requires the branding of an international scientific association. They only brand protected areas that meet certain standards, as presented above. The branding has no effect on the previous status of an area. It might already have been other types of park, such as a national park. If the geopark branding is removed, it is still those other types of park. No matter what the type, management, the exercise of authority over the area, is always national; the scientific organizations have no sovereignty; they are simply advisory and certifying agencies guided by decisions made at international conventions.

National geoparks

A "national geopark" is a post de facto designation by UNESCO of a "geographical area" or a transnational geographical area already known to be "of international, regional, and/or national importance" as a candidate geopark. It has not yet been certified as belonging to a regional or the global UNESCO geopark network. It has been "already inscribed" as a member of some other network; that is, "national geopark" is a sort of floating candidacy that can be attached to any other parkland of interest, after which attachment the parkland qualifies for the designation of geopark. The candidates so designated are termed a "national network for geoparks." If it exists in a member nation all geoparks of the regional network in that nation as well as the global network must also belong to it.

Some of the networks from which UNESCO national geoparks might be chosen are World Heritage Sites, Agenda 21, Man and the Biosphere Programme. UNESCO also provides a list of recommended geosite types, such as "minerals and mineral resources," "fossils," etc.

The national networks (one for each nation) are intended as the bottom level of the bottom-up system. They support national conservation, education, cultural development, research, as well as economic sustainability. There is some effort to control conflict of mandate; for example, Fossils are not allowed to be sold, which practice would favor sustainability, but work against conservation. For some geoparks, such as Sitia geopark (east Crete), the conflict between geotourist development and the conservation of archaeological sites is a severe one, reaching the law courts. As with the other levels of geopark, the parks are subject to review for recertification every four years.

Transnational geoparks

A transnational geopark crosses a national border to extend continuously in two member nations. The park must belong to two national geoparks, one in each nation, and one regional geopark. Both national geoparks collaborate to prepare a single application, which is submitted by both to the regional and global networks. Both member nations must endorse the park. The management bodies in each nation must collaborate to establish a single set of activities and strategies for the entire park. They can appoint either two collaborating managements or one management.

The certified transnational geoparks are:

Regional geoparks

A regional geopark is a member of an independent network of geoparks that has agreed with UNESCO to provide candidates for the global network. All members of the regional network are a priori members of a national geopark network. They are also members of the global network if they are certified for it. A regional geopark would not be a global geopark if it has not yet been certified as such or its certification has lapsed and it has applied for recertification (Yellow Card status).

A region is more than one country. A current list of accepted regions is:

Acting regional geopark

Canada has some geoparks. The most logical regional classification for these might have been the "North American Regional Geopark Network," following a proposed continental tradition for geopark regions. However, the United States does not have any geoparks, and Mexico is covered under Latin America. There are no other nations in North America that can be combined into a region. The United States and Israel resigned from UNESCO in 2018 because they believed that UNESCO is anti-Israel, though the US re-joined in 2023.

Canadian geoparks according to the rules must belong to a regional network before they can apply for global status, but there is none, and may not be any in the foreseeable future. UNESCO therefore treating Canada as a special case allows the national geoparks network, the Canadian Geoparks Network, to give global and green card certification. A regionalization based strictly on continents did not turn out to be practical for other regions also.

UNESCO Global Geoparks

A global geopark is one that has been certified to the fullest extent, and is therefore a member of UNESCO's global network of geoparks. It is per se also a member of a regional geopark network and also a member of a national geopark network, if its nation has one, or a transnational geopark. A certification is good for four years, after which it must be certified again. In the language of certification, a recertified global geopark is termed a "green-card geopark." If a geopark fails recertification it is given two years to pass, in which it is a "yellow-card geopark." After two years if it is still unrecertified it is a "red-card geopark;" that is, no longer a geopark, and is removed from connection with or concern by UNESCO. To reapply, it must start the application over. Recertified geoparks do not have to keep the same borders; only a portion may be recertified.

Evidence-based practice

From Wikipedia, the free encyclopedia
 
Evidence-based practice is the idea that occupational practices ought to be based on scientific evidence. While seemingly obviously desirable, the proposal has been controversial, with some arguing that results may not specialize to individuals as well as traditional practices. Evidence-based practices have been gaining ground since the formal introduction of evidence-based medicine in 1992 and have spread to the allied health professions, education, management, law, public policy, architecture, and other fields. In light of studies showing problems in scientific research (such as the replication crisis), there is also a movement to apply evidence-based practices in scientific research itself. Research into the evidence-based practice of science is called metascience.

The movement towards evidence-based practices attempts to encourage and, in some instances, require professionals and other decision-makers to pay more attention to evidence to inform their decision-making. The goal of evidence-based practice is to eliminate unsound or outdated practices in favor of more-effective ones by shifting the basis for decision making from tradition, intuition, and unsystematic experience to firmly grounded scientific research.

An individual or organisation is justified in claiming that a specific practice is evidence-based if, and only if, three conditions are met. First, the individual or organisation possesses comparative evidence about the effects of the specific practice in comparison to the effects of at least one alternative practice. Second, the specific practice is supported by this evidence according to at least one of the individual's or organisation's preferences in the given practice area. Third, the individual or organisation can provide a sound account for this support by explaining the evidence and preferences that lay the foundation for the claim.

History

For most of history, professions have based their practices on expertise derived from experience passed down in the form of tradition. Many of these practices have not been justified by evidence, which has sometimes enabled quackery and poor performance. Even when overt quackery is not present, quality and efficiency of tradition-based practices may not be optimal. As the scientific method has become increasingly recognized as a sound means to evaluate practices, evidence-based practices have become increasingly adopted.

One of the earliest proponents of evidence-based practice was Archie Cochrane, an epidemiologist who authored the book Effectiveness and Efficiency: Random Reflections on Health Services in 1972. Cochrane's book argued for the importance of properly testing health care strategies, and was foundational to the evidence-based practice of medicine. Cochrane suggested that because resources would always be limited, they should be used to provide forms of health care which had been shown in properly designed evaluations to be effective. Cochrane maintained that the most reliable evidence was that which came from randomised controlled trials.

The term "evidence-based medicine" was introduced by Gordon Guyatt in 1990 in an unpublished program description, and the term was later first published in 1992. This marked the first evidence-based practice to be formally established. Some early experiments in evidence-based medicine involved testing primitive medical techniques such as bloodletting, and studying the effectiveness of modern and accepted treatments. There has been a push for evidence-based practices in medicine by insurance providers, which have sometimes refused coverage of practices lacking in systematic evidence of usefulness. It is now expected by most clients that medical professionals should make decisions based on evidence, and stay informed about the most up-to-date information. Since the widespread adoption of evidence-based practices in medicine, the use of evidence-based practices has rapidly spread to other fields.

More recently, there has been a push for evidence-based education. The use of evidence-based learning techniques such as spaced repetition can improve students' rate of learning. Some commentators have suggested that the lack of any substantial progress in the field of education is attributable to practice resting in the unconnected and noncumulative experience of thousands of individual teachers, each re-inventing the wheel and failing to learn from hard scientific evidence about 'what works'. Opponents of this view argue that it is hard to assess teaching methods because it depends on a host of factors, not least those to do with the style, personality and beliefs of the teacher and the needs of the particular children. Others argue the teacher experience could be combined with research evidence, but without the latter being treated as a privileged source. This is in line with a school of thought suggesting that evidence-based practice has limitations and a better alternative is to use Evidence-informed Practice (EIP). This process includes quantitative evidence, does not include non-scientific prejudices, but includes qualitative factors such as clinical experience and the discernment of practitioners and clients.

Versus tradition

Evidence-based practice is a philosophical approach that is in opposition to tradition. Some degree of reliance on "the way it was always done" can be found in almost every profession, even when those practices are contradicted by new and better information.

Some critics argue that since research is conducted on a population level, results may not generalise to each individual within the population. Therefore, evidence-based practices may fail to provide the best solution to each individual, and traditional practices may better accommodate individual differences. In response, researchers have made an effort to test whether particular practices work better for different subcultures, personality types etc. Some authors have redefined evidence-based practice to include practice that incorporates common wisdom, tradition, and personal values alongside practices based on evidence.

Evaluating evidence

Hierarchy of evidence in medicine.

Evaluating scientific research is extremely complex. The process can by greatly simplified with the use of a heuristic that ranks the relative strengths of results obtained from scientific research called a hierarchy of evidence. The design of the study and the endpoints measured (such as survival or quality of life) affect the strength of the evidence. Typically, systematic reviews and meta-analysis rank at the top of the hierarchy while randomized controlled trials rank above observational studies, and expert opinion and case reports rank at the bottom. There is broad agreement on the relative strength of the different types of studies, but there is no single, universally-accepted hierarchy of evidence. More than 80 different hierarchies have been proposed for assessing medical evidence.

Applications

Medicine

Evidence-based medicine is an approach to medical practice intended to optimize decision-making by emphasizing the use of evidence from well-designed and well-conducted research. Although all medicine based on science has some degree of empirical support, evidence-based medicine goes further, classifying evidence by its epistemologic strength and requiring that only the strongest types (coming from meta-analyses, systematic reviews, and randomized controlled trials) can yield strong recommendations; weaker types (such as from case-control studies) can yield only weak recommendations. The term was originally used to describe an approach to teaching the practice of medicine and improving decisions by individual physicians about individual patients. Use of the term rapidly expanded to include a previously described approach that emphasized the use of evidence in the design of guidelines and policies that apply to groups of patients and populations ("evidence-based practice policies").

Whether applied to medical education, decisions about individuals, guidelines and policies applied to populations, or administration of health services in general, evidence-based medicine advocates that to the greatest extent possible, decisions and policies should be based on evidence, not just the beliefs of practitioners, experts, or administrators. It thus tries to assure that a clinician's opinion, which may be limited by knowledge gaps or biases, is supplemented with all available knowledge from the scientific literature so that best practice can be determined and applied. It promotes the use of formal, explicit methods to analyze evidence and makes it available to decision makers. It promotes programs to teach the methods to medical students, practitioners, and policymakers.

A process has been specified that provides a standardised route for those seeking to produce evidence of the effectiveness of interventions. Originally developed to establish processes for the production of evidence in the housing sector, the standard is general in nature and is applicable across a variety of practice areas and potential outcomes of interest.

Mental health

To improve dissemination of evidence-based practices, the Association for Behavioral and Cognitive Therapies (ABCT) and the Society of Clinical Child and Adolescent Psychology (SCCAP, Division 53 of the American Psychological Association) maintain updated information on their websites on evidence-based practices in psychology for practitioners and the general public. An evidence-based practice consensus statement was developed at a summit on mental healthcare in 2018. As of June 23, 2019, this statement has been endorsed by 36 organizations.

Metascience

There has since been a movement for the use of evidence-based practice in conducting scientific research in attempt to address the replication crisis and other major issues affecting scientific research. The application of evidence-based practices to research itself is called metascience, which seeks to increase the quality of scientific research while reducing waste. It is also known as "research on research" and "the science of science", as it uses research methods to study how research is done and where improvements can be made. The five main areas of research in metascience are methodology, reporting, reproducibility, evaluation, and incentives. Metascience has produced a number of reforms in science such as the use of study pre-registration and the implementation of reporting guidelines with the goal of bettering scientific research practices.

Education

Evidence-based education (EBE), also known as evidence-based interventions, is a model in which policy-makers and educators use empirical evidence to make informed decisions about education interventions (policies, practices, and programs). In other words, decisions are based on scientific evidence rather than opinion.

EBE has gained attention since English author David H. Hargreaves suggested in 1996 that education would be more effective if teaching, like medicine, was a "research-based profession".

Since 2000, studies in Australia, England, Scotland and the USA have supported the use of research to improve educational practices in teaching reading.

In 1997, the National Institute of Child Health and Human Development convened a national panel to assess the effectiveness of different approaches used to teach children to read. The resulting National Reading Panel examined quantitative research studies on many areas of reading instruction, including phonics and whole language. In 2000 it published a report entitled Teaching Children to Read: An Evidence-based Assessment of the Scientific Research Literature on Reading and its Implications for Reading Instruction that provided a comprehensive review of what was known about best practices in reading instruction in the U.S.

This occurred around the same time as such international studies as the Programme for International Student Assessment in 2000 and the Progress in International Reading Literacy Study in 2001.

Subsequently, evidence-based practice in education (also known as Scientifically based research), came into prominence in the U.S. under the No child left behind act of 2001, replace in 2015 by the Every Student Succeeds Act.

In 2002 the U.S. Department of Education founded the Institute of Education Sciences to provide scientific evidence to guide education practice and policy .

English author Ben Goldacre advocated in 2013 for systemic change and more randomized controlled trials to assess the effects of educational interventions. In 2014 the National Foundation for Educational Research, Berkshire, England published a report entitled Using Evidence in the Classroom: What Works and Why. In 2014 the British Educational Research Association and the Royal Society of Arts advocated for a closer working partnership between teacher-researchers and the wider academic research community.

Reviews of existing research on education

The following websites offer free analysis and information on education research:

  • The Best Evidence Encyclopedia is a free website created by the Johns Hopkins University School of Education's Center for Data-Driven Reform in Education (established in 2004) and is funded by the Institute of Education Sciences, U.S. Department of Education. It gives educators and researchers reviews about the strength of the evidence supporting a variety of English programs available for students in grades K–12. The reviews cover programs in areas such as Mathematics, Reading, Writing, Science, Comprehensive school reform, and Early childhood Education; and includes such topics as effectiveness of technology and struggling readers.
  • The Education Endowment Foundation was established in 2011 by The Sutton Trust, as a lead charity in partnership with Impetus Trust, together being the government-designated What Works Centre for UK Education.
  • Evidence for the Every Student Succeeds Act began in 2017 and is produced by the Center for Research and Reform in Education at Johns Hopkins University School of Education. It offers free up-to-date information on current PK-12 programs in reading, writing, math, science, and others that meet the standards of the Every Student Succeeds Act (the United States K–12 public education policy signed by President Obama in 2015). It also provides information on programs that do meet the Every Student Succeeds Act standards as well as those that do not.
  • What Works Clearinghouse, established in 2002, evaluates numerous educational programs, in twelve categories, by the quality and quantity of the evidence, and the effectiveness. It is operated by the federal National Center for Education Evaluation, and Regional Assistance, part of Institute of Education Sciences.
  • Social programs that work is administered by the Arnold Ventures LLC's Evidence-Based Policy team. The team is composed of the former leadership of the Coalition for Evidence-Based Policy, a nonprofit, nonpartisan organization advocating the use of well-conducted randomized controlled trials (RCTs) in policy decisions. It offers information on twelve types of social programs including education.

A variety of other organizations offer information on research and education.

Evidence-based practice is the idea that occupational practices ought to be based on scientific evidence. While seemingly obviously desirable, the proposal has been controversial, with some arguing that results may not specialize to individuals as well as traditional practices. Evidence-based practices have been gaining ground since the formal introduction of evidence-based medicine in 1992 and have spread to the allied health professions, education, management, law, public policy, architecture, and other fields. In light of studies showing problems in scientific research (such as the replication crisis), there is also a movement to apply evidence-based practices in scientific research itself. Research into the evidence-based practice of science is called metascience.

The movement towards evidence-based practices attempts to encourage and, in some instances, require professionals and other decision-makers to pay more attention to evidence to inform their decision-making. The goal of evidence-based practice is to eliminate unsound or outdated practices in favor of more-effective ones by shifting the basis for decision making from tradition, intuition, and unsystematic experience to firmly grounded scientific research.

An individual or organisation is justified in claiming that a specific practice is evidence-based if, and only if, three conditions are met. First, the individual or organisation possesses comparative evidence about the effects of the specific practice in comparison to the effects of at least one alternative practice. Second, the specific practice is supported by this evidence according to at least one of the individual's or organisation's preferences in the given practice area. Third, the individual or organisation can provide a sound account for this support by explaining the evidence and preferences that lay the foundation for the claim.

History

For most of history, professions have based their practices on expertise derived from experience passed down in the form of tradition. Many of these practices have not been justified by evidence, which has sometimes enabled quackery and poor performance. Even when overt quackery is not present, quality and efficiency of tradition-based practices may not be optimal. As the scientific method has become increasingly recognized as a sound means to evaluate practices, evidence-based practices have become increasingly adopted.

One of the earliest proponents of evidence-based practice was Archie Cochrane, an epidemiologist who authored the book Effectiveness and Efficiency: Random Reflections on Health Services in 1972. Cochrane's book argued for the importance of properly testing health care strategies, and was foundational to the evidence-based practice of medicine. Cochrane suggested that because resources would always be limited, they should be used to provide forms of health care which had been shown in properly designed evaluations to be effective. Cochrane maintained that the most reliable evidence was that which came from randomised controlled trials.

The term "evidence-based medicine" was introduced by Gordon Guyatt in 1990 in an unpublished program description, and the term was later first published in 1992. This marked the first evidence-based practice to be formally established. Some early experiments in evidence-based medicine involved testing primitive medical techniques such as bloodletting, and studying the effectiveness of modern and accepted treatments. There has been a push for evidence-based practices in medicine by insurance providers, which have sometimes refused coverage of practices lacking in systematic evidence of usefulness. It is now expected by most clients that medical professionals should make decisions based on evidence, and stay informed about the most up-to-date information. Since the widespread adoption of evidence-based practices in medicine, the use of evidence-based practices has rapidly spread to other fields.

More recently, there has been a push for evidence-based education. The use of evidence-based learning techniques such as spaced repetition can improve students' rate of learning. Some commentators have suggested that the lack of any substantial progress in the field of education is attributable to practice resting in the unconnected and noncumulative experience of thousands of individual teachers, each re-inventing the wheel and failing to learn from hard scientific evidence about 'what works'. Opponents of this view argue that it is hard to assess teaching methods because it depends on a host of factors, not least those to do with the style, personality and beliefs of the teacher and the needs of the particular children. Others argue the teacher experience could be combined with research evidence, but without the latter being treated as a privileged source. This is in line with a school of thought suggesting that evidence-based practice has limitations and a better alternative is to use Evidence-informed Practice (EIP). This process includes quantitative evidence, does not include non-scientific prejudices, but includes qualitative factors such as clinical experience and the discernment of practitioners and clients.

Versus tradition

Evidence-based practice is a philosophical approach that is in opposition to tradition. Some degree of reliance on "the way it was always done" can be found in almost every profession, even when those practices are contradicted by new and better information.

Some critics argue that since research is conducted on a population level, results may not generalise to each individual within the population. Therefore, evidence-based practices may fail to provide the best solution to each individual, and traditional practices may better accommodate individual differences. In response, researchers have made an effort to test whether particular practices work better for different subcultures, personality types etc. Some authors have redefined evidence-based practice to include practice that incorporates common wisdom, tradition, and personal values alongside practices based on evidence.

Evaluating evidence

Hierarchy of evidence in medicine.

Evaluating scientific research is extremely complex. The process can by greatly simplified with the use of a heuristic that ranks the relative strengths of results obtained from scientific research called a hierarchy of evidence. The design of the study and the endpoints measured (such as survival or quality of life) affect the strength of the evidence. Typically, systematic reviews and meta-analysis rank at the top of the hierarchy while randomized controlled trials rank above observational studies, and expert opinion and case reports rank at the bottom. There is broad agreement on the relative strength of the different types of studies, but there is no single, universally-accepted hierarchy of evidence. More than 80 different hierarchies have been proposed for assessing medical evidence.

Applications

Medicine

Evidence-based medicine is an approach to medical practice intended to optimize decision-making by emphasizing the use of evidence from well-designed and well-conducted research. Although all medicine based on science has some degree of empirical support, evidence-based medicine goes further, classifying evidence by its epistemologic strength and requiring that only the strongest types (coming from meta-analyses, systematic reviews, and randomized controlled trials) can yield strong recommendations; weaker types (such as from case-control studies) can yield only weak recommendations. The term was originally used to describe an approach to teaching the practice of medicine and improving decisions by individual physicians about individual patients. Use of the term rapidly expanded to include a previously described approach that emphasized the use of evidence in the design of guidelines and policies that apply to groups of patients and populations ("evidence-based practice policies").

Whether applied to medical education, decisions about individuals, guidelines and policies applied to populations, or administration of health services in general, evidence-based medicine advocates that to the greatest extent possible, decisions and policies should be based on evidence, not just the beliefs of practitioners, experts, or administrators. It thus tries to assure that a clinician's opinion, which may be limited by knowledge gaps or biases, is supplemented with all available knowledge from the scientific literature so that best practice can be determined and applied. It promotes the use of formal, explicit methods to analyze evidence and makes it available to decision makers. It promotes programs to teach the methods to medical students, practitioners, and policymakers.

A process has been specified that provides a standardised route for those seeking to produce evidence of the effectiveness of interventions. Originally developed to establish processes for the production of evidence in the housing sector, the standard is general in nature and is applicable across a variety of practice areas and potential outcomes of interest.

Mental health

To improve dissemination of evidence-based practices, the Association for Behavioral and Cognitive Therapies (ABCT) and the Society of Clinical Child and Adolescent Psychology (SCCAP, Division 53 of the American Psychological Association) maintain updated information on their websites on evidence-based practices in psychology for practitioners and the general public. An evidence-based practice consensus statement was developed at a summit on mental healthcare in 2018. As of June 23, 2019, this statement has been endorsed by 36 organizations.

Metascience

There has since been a movement for the use of evidence-based practice in conducting scientific research in attempt to address the replication crisis and other major issues affecting scientific research. The application of evidence-based practices to research itself is called metascience, which seeks to increase the quality of scientific research while reducing waste. It is also known as "research on research" and "the science of science", as it uses research methods to study how research is done and where improvements can be made. The five main areas of research in metascience are methodology, reporting, reproducibility, evaluation, and incentives. Metascience has produced a number of reforms in science such as the use of study pre-registration and the implementation of reporting guidelines with the goal of bettering scientific research practices.

Education

Evidence-based education (EBE), also known as evidence-based interventions, is a model in which policy-makers and educators use empirical evidence to make informed decisions about education interventions (policies, practices, and programs). In other words, decisions are based on scientific evidence rather than opinion.

EBE has gained attention since English author David H. Hargreaves suggested in 1996 that education would be more effective if teaching, like medicine, was a "research-based profession".

Since 2000, studies in Australia, England, Scotland and the USA have supported the use of research to improve educational practices in teaching reading.

In 1997, the National Institute of Child Health and Human Development convened a national panel to assess the effectiveness of different approaches used to teach children to read. The resulting National Reading Panel examined quantitative research studies on many areas of reading instruction, including phonics and whole language. In 2000 it published a report entitled Teaching Children to Read: An Evidence-based Assessment of the Scientific Research Literature on Reading and its Implications for Reading Instruction that provided a comprehensive review of what was known about best practices in reading instruction in the U.S.

This occurred around the same time as such international studies as the Programme for International Student Assessment in 2000 and the Progress in International Reading Literacy Study in 2001.

Subsequently, evidence-based practice in education (also known as Scientifically based research), came into prominence in the U.S. under the No child left behind act of 2001, replace in 2015 by the Every Student Succeeds Act.

In 2002 the U.S. Department of Education founded the Institute of Education Sciences to provide scientific evidence to guide education practice and policy .

English author Ben Goldacre advocated in 2013 for systemic change and more randomized controlled trials to assess the effects of educational interventions. In 2014 the National Foundation for Educational Research, Berkshire, England published a report entitled Using Evidence in the Classroom: What Works and Why. In 2014 the British Educational Research Association and the Royal Society of Arts advocated for a closer working partnership between teacher-researchers and the wider academic research community.

Reviews of existing research on education

The following websites offer free analysis and information on education research:

  • The Best Evidence Encyclopedia is a free website created by the Johns Hopkins University School of Education's Center for Data-Driven Reform in Education (established in 2004) and is funded by the Institute of Education Sciences, U.S. Department of Education. It gives educators and researchers reviews about the strength of the evidence supporting a variety of English programs available for students in grades K–12. The reviews cover programs in areas such as Mathematics, Reading, Writing, Science, Comprehensive school reform, and Early childhood Education; and includes such topics as effectiveness of technology and struggling readers.
  • The Education Endowment Foundation was established in 2011 by The Sutton Trust, as a lead charity in partnership with Impetus Trust, together being the government-designated What Works Centre for UK Education.
  • Evidence for the Every Student Succeeds Act began in 2017 and is produced by the Center for Research and Reform in Education at Johns Hopkins University School of Education. It offers free up-to-date information on current PK-12 programs in reading, writing, math, science, and others that meet the standards of the Every Student Succeeds Act (the United States K–12 public education policy signed by President Obama in 2015). It also provides information on programs that do meet the Every Student Succeeds Act standards as well as those that do not.
  • What Works Clearinghouse, established in 2002, evaluates numerous educational programs, in twelve categories, by the quality and quantity of the evidence, and the effectiveness. It is operated by the federal National Center for Education Evaluation, and Regional Assistance, part of Institute of Education Sciences.
  • Social programs that work is administered by the Arnold Ventures LLC's Evidence-Based Policy team. The team is composed of the former leadership of the Coalition for Evidence-Based Policy, a nonprofit, nonpartisan organization advocating the use of well-conducted randomized controlled trials (RCTs) in policy decisions. It offers information on twelve types of social programs including education.

A variety of other organizations offer information on research and education.

Lie point symmetry

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