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Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU

Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

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Page 1: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

Mohammed TA, Omar Ph.D., PT , CLT

Rehabilitation health Science

CAMS-KSU

Page 2: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

OBJECTIVEDiscusses ways of establishing if an OM can measure change over

time and how this property can be reported using descriptive andstatistical methods.

Critically appraise evidence about the development andmeasurement proprieties of OMs

Discuss the consideration related to the application of evidencebase to OMs

Page 3: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

INTRODUCTIONWhen choosing an OM for practice, it is important to establish whether

responsiveness has been evaluated because this will enable you to decidewhether this instrument will actually measure change in your patient/client.

Responsiveness: the ability to measure clinically meaningful orimportant change.

Responsiveness is an important component of the test’s validity, especially ifthe test is to be used to evaluate the effectiveness of interventions.

Responsiveness the change is noticeable to the patient or healthprofessional

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STUDYING RESPONSIVENESS1 Patients will improve over time.

2 Patients will display little or no change between T1 and T2.Substantial improvement will be demonstrated between T2 and T3.

3 Patients receiving the effective therapy will display moreimprovement than patients receiving placebo.

4 Using the natural course of a disease or condition, where one groupmay be expected to have a more rapid rate of change than anothere.g. flaccid and spastic stage of hemiplegia

5 This design is similar to 1 but it employs an external measure ofchange. At the follow-up point in time the patient is judged as havingachieved change or not. The construct applied then is whether thenew measurement has identified this change also

Page 5: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

REPORTING (ANALYZING) RESPONSIVENESS

There are a variety of different ways reported when the responsiveness of ameasurement is being analyzed. They include:Effect size (ES)Standardized response mean (SRM)Relative efficiencyReceiver operator characteristic curve.

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EFFECT SIZE (ES) “AVERAGE CHANGES”A standardized measure of change obtained by dividing the average change betweeninitial and follow-up measurements by the standard deviation of the initialmeasurement. It is used in association with design 1.

Effect size (ES) =Effect size scores

Small 0.2 Moderate 0.5 Greater 0.8

Easy to calculate and understandUsed with ratio or interval level of measuresTo determine extent of a relationship/difference between variablesUse in case of studying outcome measures and effect of interventionEnables sample size calculations.Facilitates comparison between scientific studies

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Page 8: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

EVIDENCE-BASED APPROACH TO CHOOSING OMS

An evidence-based approach to selecting outcomemeasures involves making judgements about the quality ofthe validity and reliability studies, interpreting the findingsand deciding whether they are applicable to one’s ownspecific practice.

Psychometricproperties

Relevant Studyresult

Evidence topatient/client

Page 9: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE
Page 10: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

GENERAL METHODS USED FOR OUTCOME ANALYSIS

Page 11: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE
Page 12: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

Asking a Question

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SEARCHING FOR EVIDENCE

CINAHLPT

now

Page 14: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE
Page 15: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

APPRAISING EVIDENCE OF OMSSeveral checklists for measurement properties exist Scientific advisory committee (SAC) of the medical outcome trust in 2002

COSMIN checklist (www.cosmin.).

Christina Jerosch-Herold”s Checklist for critical appraisal of OMs

Oxford center for evidence base

No consensus on terminilogy and defintionsNone is generally accepted and widely used

Psychometric properties Relevant Study result Evidence to patient/client

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APPRAISING EVIDENCE ON PROMS USING SAC

SAC Chick list

Conceptual and measure model

Is the OM of interest easyto administer?

Is the OM of interest isreliable?

Is the OM of interest is valid?

Is the OM of interest is responsive?Can scores on OM of interest beinterpreted in meaningful way?

Is there more thanone alternativeform/methods ?

Cultural andlanguage adaptation

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CONCEPTUAL AND MEASUREMENT MODELA conceptual model is a rationale for and description of the concepts

and the populations that a measure is intended to assess and therelationship between those concepts

Concepts beingmeasured

Number/ weightingof items & domains/

weighting

Medicalcondition/Population

for intended use

Data collection &administration mode

Information onDimensionality

Evidence of scalevariability

Level of measurement/Scoring

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RESPONDENT AND ADMINISTRATOR BURDENRespondent burden is

defined as the time, effort,and other demands placed onthose to whom the instrumentis administered.

Administrative burden isdefined as the demandsplaced on those whoadminister the instrument.

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INSTRUMENT RELIABILITYIS THE INSTRUMENTS OF INTEREST IS RELIABLE

Did theinvestigatorsevaluate the

internalconsistency of

OMs ?

Did theinvestigatorsevaluate the

reproducibility(test-retest,

Inter-interviewerreproducibility )

of OMs

Did theinvestigatorsevaluate the

limit ofagreement of

OMs?

Have appropriate statistical measures been used to assess reliability?What are the confidence limits, if given?

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Reliability types Review criteria

Internal consistencyreliability and testinformation.

(a) methods of sample collection and sample size;(b) characteristics of the sample(c) the testing conditions(d) descriptive statistics for the instrument under study

Cronbach’s coefficient alpha, item total correlation

Reproducibilitytest-retest,Inter-interviewer

(a) methods of sample collection and sample size;(b) characteristics of the sample ((c) the testing conditions(d) descriptive statistics for the instrument under study

ICC, (> 0.90 excellent , 0.75-0.89 good, < 0.75 poor to moderateKappa, weight Kappa

0.8-1 perfect agreement0.6-0.8 substantial agreement0.4-0.6 moderate agreement

0.21-0.4 fair agreement0.01-0.20 slight agreement<0.0 poor agreement

INSTRUMENT RELIABILITYIS THE OM OF INTEREST IS RELIABLE

Page 21: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

INSTRUMENT VALIDITYIS THE OM OF INTEREST IS VALID?

Did the investigatorsevaluate

Content validity

Constructvalidity

Criterion validity

Other than of originalwas designed

Page 22: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

INSTRUMENT VALIDITYIS THE OM OF INTEREST IS VALID?

Reliability types Review criteria

Content/constructCriterion/ others

(a)methods of sample accrual and sample size;(b) characteristics of the sample ((c) the testing conditions(d) descriptive statistics for the instrument under study(e) provide the hypotheses tested and data relating to thetests (construct)(f) provide a clear rationale and support for the choice ofcriteria measures

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INSTRUMENT RESPONSIVENESS /INTERPRETABILITYAbility to detect changes

Assessment of responsiveness involves statistical estimation of aneffect size statistic

Does the instrument capture clinical change?

What is the magnitude of the responsiveness of the instrumenteffect size or standard response mean)?

Is there evidence of floor or ceiling effects?

Page 24: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

Interpretability is defined as the degree to which one canassign easily understood meaning to an instrument’squantitative scores.

Interpretability of a measure is facilitated by information thattranslates a quantitative score or change in scores to aqualitative category or other external measure that has amore familiar meaning.

Page 25: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

ALTERNATIVE MODES OF ADMINISTRATIONAlternative modes of administration used for the development and

application of instruments can include self-report, interviewer-administered, trained observer rating, computer-assisted self-report,computer-assisted interviewer-administered, and performance-based measures.

In alternative modes may include self-administered or interviewer-administered versions of the original source instrument that are to becompleted by proxy respondents such as parents, spouses, providers,or other substitute respondents.

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CULTURAL AND LANGUAGE ADAPTATIONS OR TRANSLATIONS

Many instruments are adapted or translated for applications acrossregional and national borders and populations.

In the MOT and SAC context, cultural and language adaptations havereferred to situations in which instruments have been fully adaptedfrom original or source instruments for cultures or languagesdifferent from the original.

Language adaptation might well be differentiated from translation.

Page 27: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

CULTURAL AND LANGUAGE ADAPTATIONS OR TRANSLATIONS

Conceptual and linguistic equivalence

Conceptual equivalence is refers to equivalencein relevance and meaning of the same conceptsbeing measured in different cultures and/orlanguages.

Linguistic equivalence is refers to equivalence ofquestion wording and meaning in the formulationof items, response choices, and all aspects of theinstrument and its application

mea

sure

men

t pro

per

ties

Cultural and language adaptations are situations in which instruments have beenfully adapted from original or source instruments for cultures or languagesdifferent from the original.

Page 28: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

CULTURAL AND LANGUAGE ADAPTATIONS OR TRANSLATIONS

Page 29: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

RELEVANT STUDY RESULTS (FINDINGS)

Results reported that are specific to your clinical questions

Cronbach's alpha (α)

Correlation coefficient (s)

Effect size (s)

Standardized response mean (SRM)

Others

Statistical significant and/precision of the relevant study results

P-values foe each relevant statistics reported by authors

Confidence interval for each relevant statistics reported by authors

Page 30: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

APPLICATION OF EVIDENCE TO PATIENT/CLIENT

Are there clinically meaningfuldifferences between the subjectsin the study and yourpatients/client?

Yes/no/insufficient

Can you administer the OMs ofinterest appropriately in your clinicalsetting with your current resources ?

Yes/no/ insufficient

Does the OMs of interest fit within thepatient/client expressed values andpreference?

Yes/no

Will you use the PROMs of interest forthis patient/client?

yes/no

Page 31: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE

Now Start appraising OMsNow Start appraising OMs

Page 32: Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation …fac.ksu.edu.sa/sites/default/files/measuring_change...Mohammed TA, Omar Ph.D., PT , CLT Rehabilitation health Science CAMS-KSU OBJECTIVE