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EXTERNAL VALIDITY

  • External validity
  • Extent to which the results of a study can be generalized

    External validity is the validity of applying the conclusions of a scientific study outside the context of that study. In other words, it is the extent

    External validity

    External_validity

  • Validity (statistics)
  • Extent to which a measurement corresponds to reality

    claims to measure. Validity is based on the strength of a collection of different types of evidence (e.g. face validity, construct validity, etc.) described

    Validity (statistics)

    Validity_(statistics)

  • Validity
  • Topics referred to by the same term

    up validity or valid in Wiktionary, the free dictionary. Validity or Valid may refer to: Validity (logic), a property of a logical argument Validity (statistics)

    Validity

    Validity

  • Internal validity
  • Extent to which a piece of evidence supports a claim about cause and effect

    and external validity can be described using qualitative or quantitative forms of causal notation. Inferences are said to possess internal validity if

    Internal validity

    Internal_validity

  • Levenson Self-Report Psychopathy Scale
  • Research measure of psychopathy

    selection bias and is likely to have negative implications for the external validity of the scale as the wider population does not consist of only undergraduate

    Levenson Self-Report Psychopathy Scale

    Levenson_Self-Report_Psychopathy_Scale

  • Ecological validity
  • Relevance of a study's variables and conclusions to real-world context

    deemed externally valid. External validity refers to the ability to generalize study findings in other contexts. Ecological validity, the ability to generalize

    Ecological validity

    Ecological_validity

  • Illusory truth effect
  • Repeating a falsity increases believability

    PMID 21058878. Gigerenzer, Gerd (1984). "External Validity of Laboratory Experiments: The Frequency-Validity Relationship". The American Journal of Psychology

    Illusory truth effect

    Illusory_truth_effect

  • Experimental psychology
  • Application of experimental method to psychological research

    yield a valid conclusion. Validity measures the relative accuracy or correctness of conclusions drawn from a study. To determine the validity of a measurement

    Experimental psychology

    Experimental psychology

    Experimental_psychology

  • Construct validity
  • Measure of indicator representativeness

    reflects. Modern validity theory defines construct validity as the overarching concern of validity research, subsuming all other types of validity evidence such

    Construct validity

    Construct_validity

  • Experimental political science
  • most scholars. Validity can be further divided into internal validity and external validity. Campbell further refined the internal validity into three parts:

    Experimental political science

    Experimental_political_science

  • Quasi-experiment
  • Empirical interventional study

    internal validity. This deficiency in randomization makes it harder to rule out confounding variables and introduces new threats to internal validity. Because

    Quasi-experiment

    Quasi-experiment

  • Pragmatic validity
  • rather than external validity mainly to avoid any possible confusion between the two terms.) During this discussion I consider that validity is reflected

    Pragmatic validity

    Pragmatic_validity

  • Conceptual model
  • Theoretical framework

    framework for drawing valid conclusions from non-experimental data. Causal models can help with the question of external validity (whether results from

    Conceptual model

    Conceptual_model

  • Cross-validation (statistics)
  • Statistical model validation technique

    evidence is that cross-validation by itself is not very predictive of external validity, whereas a form of experimental validation known as swap sampling

    Cross-validation (statistics)

    Cross-validation (statistics)

    Cross-validation_(statistics)

  • Causal graph
  • Directed graph that models causal relationships between variables

    derive testable implications of the assumptions encoded, test for external validity, and manage missing data and selection bias. Causal graphs were first

    Causal graph

    Causal_graph

  • Asperger syndrome
  • Obsolete diagnostic class of autism

    autistic but have social difficulties. There are questions about the external validity of the AS diagnosis. That is, it is unclear whether there is a practical

    Asperger syndrome

    Asperger syndrome

    Asperger_syndrome

  • Causal model
  • Conceptual model in philosophy of science

    framework for drawing valid conclusions from non-experimental data. Causal models can help with the question of external validity (whether results from

    Causal model

    Causal model

    Causal_model

  • Nonprobability sampling
  • Sampling method

    sample to the general population in statistical terms. In cases where external validity is not of critical importance to the study's goals or purpose, researchers

    Nonprobability sampling

    Nonprobability_sampling

  • Transfer learning
  • Machine learning technique

    of learning Zero-shot learning Few-shot learning Feature learning external validity West, Jeremy; Ventura, Dan; Warnick, Sean (2007). "Spring Research

    Transfer learning

    Transfer learning

    Transfer_learning

  • Validity and liceity
  • Concepts in the Catholic Church

    Validity and liceity are concepts in the Catholic Church. Validity designates an action which produces the effects intended; an action which does not produce

    Validity and liceity

    Validity_and_liceity

  • Epidemiology
  • Study of health and disease within a population

    error. The validity of a study is dependent on the degree of systematic error. Validity is usually separated into two components: Internal validity is dependent

    Epidemiology

    Epidemiology

  • Sex industry
  • Field of business

    in "The effects of Pornography: An International Perspective" on external validity grounds, while others claim there is a correlation between pornography

    Sex industry

    Sex industry

    Sex_industry

  • Social psychology
  • Study of social effects on people's thoughts, feelings, and behaviors

    trade-off between experimental control (internal validity) and generalizability to the population (external validity). Because it is usually impossible to test

    Social psychology

    Social psychology

    Social_psychology

  • Cognitive disengagement syndrome
  • Type of attention disorder

    Distinct Attention Disorder? Erik G. Willcutt (2013). "The Internal and External Validity of Sluggish Cognitive Tempo and its Relation with DSM–IV ADHD". Journal

    Cognitive disengagement syndrome

    Cognitive_disengagement_syndrome

  • Passport validity
  • Length of time a passport can be legally used

    Passport validity is the length of time a passport can be used to travel to another country, or be used as a valid form of identification within or outside

    Passport validity

    Passport_validity

  • Amazon Mechanical Turk
  • Task crowdsourcing website

    8 (2). "External Validity - Generalizing Results in Research". explorable.com. "Social Research Methods - Knowledge Base - External Validity". www.socialresearchmethods

    Amazon Mechanical Turk

    Amazon_Mechanical_Turk

  • Eva Vivalt
  • Canadian economist

    metascience. Research on the external validity of impact evaluations Vivalt is known for her work on the external validity of impact evaluations. As a

    Eva Vivalt

    Eva_Vivalt

  • Cross-cultural psychology
  • Scientific study of human behaviour

    issues such as psychopathology, anxiety, and depression, may lack external validity when "exported" to other cultural contexts, cross-cultural psychology

    Cross-cultural psychology

    Cross-cultural psychology

    Cross-cultural_psychology

  • Willingness to pay
  • Maximum price at or below which a consumer will buy one unit of a product

    2011). "Do price-tags influence consumers' willingness to pay? On the external validity of using auctions for measuring value Article". Experimental Economics

    Willingness to pay

    Willingness_to_pay

  • Ecological validity (perception)
  • Term used to describe a cue's informativeness in perception

    ecological validity was proposed by psychologist Egon Brunswik as part of the Brunswik lens model. Egon Brunswik defined the term ecological validity in the

    Ecological validity (perception)

    Ecological_validity_(perception)

  • Local average treatment effect
  • Econometric effect

    LATE value will give a more precise estimate. However, it may lack external validity by ignoring the effect of non-compliance that is likely to occur in

    Local average treatment effect

    Local_average_treatment_effect

  • Reactivity (psychology)
  • Phenomenon in psychological research

    on the situation. It is a significant threat to a research study's external validity and is typically controlled for using blind experiment designs. There

    Reactivity (psychology)

    Reactivity (psychology)

    Reactivity_(psychology)

  • Selection bias
  • Bias in a statistical analysis due to non-random selection

    (albeit not a universally accepted one) is that it undermines the external validity of a test (the ability of its results to be generalized to the rest

    Selection bias

    Selection_bias

  • Trolley problem
  • Thought experiment in ethics

    Bartels, Daniel M.; Warren, Caleb (4 September 2014). "Revisiting External Validity: Concerns about Trolley Problems and Other Sacrificial Dilemmas in

    Trolley problem

    Trolley problem

    Trolley_problem

  • Sacramental validity
  • Sacramental validity is a concept in Christianity relating to the validity of a sacrament. The major Christian denominations have various teaching on the

    Sacramental validity

    Sacramental_validity

  • Structural equation modeling
  • Form of causal modeling that fit networks of constructs to data

    model's specification, a tendency to accept models without considering external validity, and potential philosophical biases. A great advantage of SEM is that

    Structural equation modeling

    Structural equation modeling

    Structural_equation_modeling

  • Behavioral Analysis Unit
  • Unit of the US Federal Bureau of Investigation

    dismissed the previously mentioned studies by stating that they lack external validity as they do not accurately represent the situations in which members

    Behavioral Analysis Unit

    Behavioral_Analysis_Unit

  • Consecutive controlled case series
  • Type of clinical study

    has better internal validity than a consecutive case series. The CCCS design also address some concerns about the external validity or generality of findings

    Consecutive controlled case series

    Consecutive_controlled_case_series

  • Hedonic scale
  • Sensory evaluation tool

    opinions. This can result in non-representative data and reduce the external validity of findings. The scale measures overall liking or disliking; however

    Hedonic scale

    Hedonic_scale

  • Psychopolitical validity
  • domains." Psychopolitical validity is divided into two components: epistemic validity and transformational validity. Epistemic validity uses both psychological

    Psychopolitical validity

    Psychopolitical_validity

  • Depressive realism
  • Hypothesis about depression

    designs that do not necessarily approximate real-world phenomena, the external validity of the depressive realism hypothesis is unclear. There is also concern

    Depressive realism

    Depressive_realism

  • Dependent personality disorder
  • Personality disorder involving excess dependence on others

    proposed with the goal of overcoming limitations, such as limited external validity for the diagnostic criteria for dependent personality disorder, to

    Dependent personality disorder

    Dependent personality disorder

    Dependent_personality_disorder

  • BCS National Championship Game
  • American football game

    fostered selection bias, and therefore lacked both internal validity and external validity. Controversies surrounding teams' inclusion in the BCS National

    BCS National Championship Game

    BCS National Championship Game

    BCS_National_Championship_Game

  • The Experiment
  • British documentary on a psychological experiment

    study were somehow "unreal". Zimbardo also criticised the lack of external validity of the findings of the BBC study, since prisoner domination of guards

    The Experiment

    The_Experiment

  • Isabelle Boutron
  • French professor of epidemiology

    interventions (blinding, external validity, complex interventions) and research synthesis. She has worked on the internal and external validity of non-pharmacological

    Isabelle Boutron

    Isabelle_Boutron

  • Gudjonsson Suggestibility Scale
  • Psychological test

    lowest internal consistency, at 0.11. Other scores were significant. External validity, tested with the Portuguese version of the GSS, showed no correlation

    Gudjonsson Suggestibility Scale

    Gudjonsson_Suggestibility_Scale

  • Generalization
  • Form of abstraction

    generalization) Ceteris paribus Class diagram § Generalization/Inheritance External validity (scientific studies) Faulty generalization Generic (disambiguation)

    Generalization

    Generalization

  • Field experiment
  • Experiment conducted outside the laboratory

    researchers a way to test theories and answer questions with higher external validity because they simulate real-world occurrences. Compared to surveys

    Field experiment

    Field_experiment

  • In vitro
  • Latin term meaning outside a natural biological environment

    Ritskes-Hoitinga, Merel (2018-11-07). "Is it possible to overcome issues of external validity in preclinical animal research? Why most animal models are bound to

    In vitro

    In vitro

    In_vitro

  • Process tracing
  • Method to develop and test theories

    thought process regarding the choice of a test; Process-tracing has low external validity because it focuses on specific cases. There is a requirement with

    Process tracing

    Process_tracing

  • AlphaStar (software)
  • Software designed to play StarCraft II

    games at the time. Games created for humans are considered to have external validity as benchmarks of progress in artificial intelligence. IBM's chess

    AlphaStar (software)

    AlphaStar_(software)

  • Observational methods in psychology
  • their results, and therefore increases external validity. However, confounding may decrease internal validity of a study, and ethical issues may arise

    Observational methods in psychology

    Observational_methods_in_psychology

  • Fisher's inequality
  • the other hand, rank(B) ≤ rank(M) ≤ b, so v ≤ b. Fisher's inequality is valid for more general classes of designs. A pairwise balanced design (or PBD)

    Fisher's inequality

    Fisher's_inequality

  • Chaos theory
  • Field of mathematics and science based on non-linear systems and initial conditions

    all such studies have suffered from lack of reproducibility; poor external validity; and/or inattention to cross-validation, resulting in poor predictive

    Chaos theory

    Chaos theory

    Chaos_theory

  • Comrey Personality Scales
  • Personality test

    30 to r = 0.84, Comrey also used several external validity procedures¸ including several concurrent validity testing with other personality indicators

    Comrey Personality Scales

    Comrey_Personality_Scales

  • Connectedness to nature scale
  • divergent validity in Study 2, and the results showed that the CNS does not correlate with academic tests, such as the SAT, showing its divergent validity. The

    Connectedness to nature scale

    Connectedness_to_nature_scale

  • Rebecca Diamond (economist)
  • American economist

    2020). "NON EST DISPUTANDUM DE GENERALIZABILITY? A GLIMPSE INTO THE EXTERNAL VALIDITY TRIAL" (PDF). NBER Working Paper Series (27535): 30. "Douglas Diamond

    Rebecca Diamond (economist)

    Rebecca_Diamond_(economist)

  • Autoethnography
  • Research method using personal experience

    were trying to "fit the classical traditional model of internal and external validity to constructionist and interactionist conceptions of the research

    Autoethnography

    Autoethnography

  • Design of experiments
  • Design of tasks

    experiment. Main concerns in experimental design include the establishment of validity, reliability, and replicability. For example, these concerns can be partially

    Design of experiments

    Design of experiments

    Design_of_experiments

  • Taylor Aggression Paradigm
  • Medical diagnostic method

    aggressive behavior that has strong convergent validity, demonstrates discriminant validity, and external validity. Furthermore, a recent meta-analysis(p curve

    Taylor Aggression Paradigm

    Taylor_Aggression_Paradigm

  • Visa policy of the Schengen Area
  • Policy on permits required to enter the Schengen Area

    territorial validity (LTV), either specifically naming the state(s) for which it is valid or, inversely, the state(s) for which it is not valid. According

    Visa policy of the Schengen Area

    Visa policy of the Schengen Area

    Visa_policy_of_the_Schengen_Area

  • Regression discontinuity design
  • Statistical method

    Vollmer, Lauren N.; Morris, Rebecca E. (2018). "The Internal and External Validity of the Regression Discontinuity Design: A Meta-Analysis of 15 Within-Study

    Regression discontinuity design

    Regression_discontinuity_design

  • Direct instruction
  • Teaching by lecture or demonstration

    reteaching, or accelerating through easily understood material. The external validity of Direct Instruction has been tested, and the program is research-based

    Direct instruction

    Direct_instruction

  • Edouard Machery
  • French historian of science

    accounts of concepts. His work in experimental psychology focuses on external validity and statistics. He has also worked on theories of human cognition

    Edouard Machery

    Edouard_Machery

  • Milad Haghani
  • Australian crowd-safety and transport researcher

    bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation

    Milad Haghani

    Milad_Haghani

  • Applied behavior analysis
  • Application of respondent and operant conditioning to change behavior

    single-subject research designs, which emphasizes internal validity before external validity, requiring scientific certainty that changes in the dependent

    Applied behavior analysis

    Applied behavior analysis

    Applied_behavior_analysis

  • Qualitative marketing research
  • to manipulate their actions. This method is high in external validity but low in internal validity. Innovation game refers to a form of primary market

    Qualitative marketing research

    Qualitative_marketing_research

  • Confounding
  • Bias in causal inference

    that were accidentally held constant. Artifacts are thus threats to external validity. Artifacts are factors that covary with the treatment and the outcome

    Confounding

    Confounding

    Confounding

  • Experiment
  • Scientific procedure performed to validate a hypothesis

    this reason, field experiments are sometimes seen as having higher external validity than laboratory experiments. However, like natural experiments, field

    Experiment

    Experiment

    Experiment

  • Logic
  • Study of correct reasoning

    amphibians; (3) therefore no cats are frogs" is deductively valid. For deductive validity, it does not matter whether the premises or the conclusion are

    Logic

    Logic

    Logic

  • Novelty effect
  • Effect from introducing new elements

    novelty wears off, the stress response decreases. This is a threat to external validity when individuals participating in a research study (a novel situation)

    Novelty effect

    Novelty_effect

  • Vladimir J. Konečni
  • Russian and Serbian psychologist

    a number of critical methodological articles on the key issue of external validity at many points in the existing research on the legal process, with

    Vladimir J. Konečni

    Vladimir J. Konečni

    Vladimir_J._Konečni

  • Bobo doll experiment
  • Psychology experiment

    institutions and the workplace, which implies that the larger study may have external validity and illustrates its relevance to real-world aggression. When the Bobo

    Bobo doll experiment

    Bobo_doll_experiment

  • Behavioral economics
  • Factors influencing economic decisions

    sustain long-term impact when re-tested, bringing into question their external validity in complex, real-world conditions. Supporting this, behavioral economics

    Behavioral economics

    Behavioral_economics

  • Locus of control
  • Concept in psychology

    control is the degree to which people believe that they, as opposed to external forces (beyond their influence), have control over the outcome of events

    Locus of control

    Locus of control

    Locus_of_control

  • Indian passport
  • Passport of the Republic of India issued to Indian citizens

    pages, standard size) with 10-year validity. ₹3500 – Fresh issuance or reissue of passport (60 pages) with 10-year validity. ₹5000 – First time applicant or

    Indian passport

    Indian passport

    Indian_passport

  • Mode effect
  • Aspect of survey and poll methodology

    condition does not reflect their preference. Such an experiment lacks external validity and results would not directly generalise to situations offering respondents

    Mode effect

    Mode_effect

  • Douglas Diamond
  • American economist

    2020). "NON EST DISPUTANDUM DE GENERALIZABILITY? A GLIMPSE INTO THE EXTERNAL VALIDITY TRIAL" (PDF). NBER Working Paper Series (27535): 30. "Leon Diamond

    Douglas Diamond

    Douglas Diamond

    Douglas_Diamond

  • Member check
  • Research technique

    improve the accuracy, credibility, validity, and transferability (also known as applicability, internal validity, or fittingness) of a study. There are

    Member check

    Member_check

  • Saurabh Kalia
  • Indian Army officer killed during the 1999 Kargil War

    state any proposals for the future. Instead, the government challenged the validity of the petition, saying that a PIL cannot seek action against a foreign

    Saurabh Kalia

    Saurabh_Kalia

  • Impact evaluation
  • Assessment of particular interventions

    There are five key principles relating to internal validity (study design) and external validity (generalizability) which rigorous impact evaluations

    Impact evaluation

    Impact_evaluation

  • Persuasion
  • Umbrella term of influence and mode of communication

    behavior. Theories, by nature however, prioritize internal validity, over external validity. They are coherent and therefore make for an easily reappropriated

    Persuasion

    Persuasion

    Persuasion

  • Evidence-based medicine
  • Illness diagnosis, treatment and prevention based on data collection and analysis

    and aspects regarding its precision Clinical importance of results External validity or generalizability Application of results in practice Evaluation

    Evidence-based medicine

    Evidence-based_medicine

  • Writing assessment
  • examiner. Assessing Writing Concurrent validity Content validity External validity Face validity Predictive validity Rhetoric Behizadeh, Nadia and George

    Writing assessment

    Writing_assessment

  • Hermann Ebbinghaus
  • German psychologist (1850–1909)

    avoid the use of participants sacrificed the external validity of the study despite sound internal validity. In addition, although he tried to account for

    Hermann Ebbinghaus

    Hermann Ebbinghaus

    Hermann_Ebbinghaus

  • Apostatic selection
  • Process in evolutionary theory

    easier to control external variables in a simulated environment, though using wild specimens increases the study's external validity. Often a computer

    Apostatic selection

    Apostatic_selection

  • Narrative inquiry
  • Discipline within qualitative research

    of Michigan Press), 326. McAdams, D.P. & Zeldow, P.B. (1993). Construct validity and content analysis. Journal of Personality Assessment, 61. 243-245. Donald

    Narrative inquiry

    Narrative_inquiry

  • Ideal observer analysis
  • Perception concept

    Depending on the goals of the experiment, this may diminish its external validity. In such cases, it may be important to keep the system operating naturally

    Ideal observer analysis

    Ideal_observer_analysis

  • Web-based experiments
  • Experiment conducted over the Internet

    where less controls can be applied, have the advantage of better external validity. The adaption of each type of experiment online faces some hurdles

    Web-based experiments

    Web-based_experiments

  • The Boston process approach
  • Neurological assessment tool

    cognitive processing. A major criticism of this approach is on its external validity. The problems occur due to differences in outcome between administrators

    The Boston process approach

    The_Boston_process_approach

  • Behavioral law and economics
  • Application of behavioral economics to legal systems

    biases selectively to justify preferred outcomes. Others question the external validity of behavioral findings, many of which are derived from laboratory

    Behavioral law and economics

    Behavioral_law_and_economics

  • Joshua Angrist
  • Israeli–American economist

    treatment effects and population average treatment effects, i.e., the external validity of IV estimates. Finally, along with Victor Chernozhukov and Iván

    Joshua Angrist

    Joshua Angrist

    Joshua_Angrist

  • Koowarta v Bjelke-Petersen
  • Judgement of the High Court of Australia

    High Court of Australia on 11 May 1982. It concerned the constitutional validity of parts of the Racial Discrimination Act 1975, and the discriminatory

    Koowarta v Bjelke-Petersen

    Koowarta v Bjelke-Petersen

    Koowarta_v_Bjelke-Petersen

  • Deindividuation
  • Concept in social psychology

    may have thought impossible. Questions have been raised about the external validity of deindividuation research. As deindividuation has evolved as a theory

    Deindividuation

    Deindividuation

  • Major Depression Inventory
  • Medical diagnostic method

    Jensen, DV; Noerholm, V; Martiny, K; Bech, P (2003). "The internal and external validity of the Major Depression Inventory in measuring severity of depressive

    Major Depression Inventory

    Major_Depression_Inventory

  • Jeffrey Hammer
  • American economist

    Spears, Dean (2016). "Village sanitation and child health: Effects and external validity in a randomized field experiment in rural India". Journal of Health

    Jeffrey Hammer

    Jeffrey_Hammer

  • Participant observation
  • Method in anthropology

    to internal validity, or the knowledge that our findings are representative of reality, and transferability is similar to external validity or the extent

    Participant observation

    Participant_observation

  • Homeschooling in the United States
  • ACT or SAT, but these studies suffer from sample bias, a lack of external validity, self-selection bias, and a multitude of other study design flaws

    Homeschooling in the United States

    Homeschooling_in_the_United_States

  • Observational study
  • Study with uncontrolled variable of interest

    representativeness of randomized controlled trial samples and implications for the external validity of trial results". Trials. 16 (1) 495. doi:10.1186/s13063-015-1023-4

    Observational study

    Observational_study

  • Schengen Area
  • Group of European states without mutual border controls

    encompasses nearly 9,000 kilometers of external land borders alongside more than 42,000 kilometers of maritime coastlines. External border infrastructure, frequently

    Schengen Area

    Schengen Area

    Schengen_Area

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