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T H E I M P A C T O F L A N G U A G E + C U L T U R EIMPLEMENTING MULTINATIONAL RANDOMIZED CLINICAL TRIALS
ISCTM AUTUMN CONFERENCE 2017
Hotel Le Meridien Etoile - Paris FRANCE
September 1, 2017
ISCTM Chair: Amir Kalali MD ECNP Chair: Eduard Vieta MD
MONIKA VANCE
CEO | SANTIUM
PRESENTER DISCLOSUREMonika Vance | CEO | Santium
I have relevant financial relationships with the concepts described, reviewed, evaluated, or compared in this presentation.
Commercial Interests & Consulting Fees – Financial compensation from Santium, with 100% ownership interest and income
generated from international healthcare and pharmaceutical industries, and government agencies; providing services related
to clinical outcome assessment.
Speaker Honoraria – None
Potential Conflict of Interest – None
GLOBALIZATION OF CLINICAL TRIALSThe U.S. Food and Drug Administration Perspective
47% non-US research sites
20x more trials; 2x non-US raters (since 2005)
80% NDAs include non-U.S. data
Growing Global Activity
U.S. + EUROPE
World’s most prolific clinical trial data collectors.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Growth of International Clinical TrialsBased on total registered CT Investigators
U.S. Non-U.S.
Ayalew, K. (Sept. 2014). FDA Perspective on International Clinical Trials; Rate of Increase for FDA Regulated Investigators: 2000-2014 [PowerPoint Presentation]. Retrieved from www.fda.gov/downloads/drugs/newsevents/ucm441250.pdf.
ClinicalTrials.gov [website] (Jan 2017). Trends, Charts and Maps [webpage]. Retrieved from www.clinicaltrials.gov/ct2/resources/trends#MapOfStudies
195 Countries 234,000 Trials
Data most impacted by language and cross-cultural challenges.
FACTORS IMPACTING CNS TRIAL SUCCESSWe resolve only what we learn to understand.
Sponsor + CRO
Research Site
Subject
Rater
Trial execution
Expertise & Experience Timelines
Site selectionmethodology
Disorder
Region
Outpatient vs. inpatient
Study design
Symptom presentation
Diagnosis
Titration
Drug
Efficacy
Demographics
Inclusion / exclusion
Expectations
Economic benefit
Diagnostic framework & specificity
Supportiveenvironment for
subjects
Cultural norms
Aims
Expertise/Experience
PI involvement
Quality of ratings/scoresQualifications
Clinical training & experience
Managing subjects’ & caregiver expectations
Attrition
Attrition
Budget
Biases
Service provider selection practices
Language skill
Psychopathology
Note: This diagram is an example of select elements to demonstrate level of complexity. It is not intended to represent a complete set of contributing factors affecting trial success.
Endpoint MeasurementStrategy
Language proficiency
Trust / rapport with rater
Adherence
Cultural origin
Etiology
Mechanism of action
Data entry & management practices
Informed consent
Informed consent
Religion
Cultural Communication with subjects/caregivers
Data Management + Analytics
Caregivers
Informed consent
Target accuracy
ClinROs + PROs: Subjective, culturally-biased, variable in psychometric quality; rarely adapted to converge with cultural norms.
ETIC PRIMARY OUTCOME MEASURES
Data InterpretabilityAssessment, Measurement and Trial Design in Cross-Cultural Conflict
What do we understand about the disorder? What does decompensation look like at measurable critical stages?
UNDERSTANDING ETIOLOGY AND PATHOGENESIS
ICD 10/11 (51%) vs DSM (44%)*; not cross-culturally validated
VARIABLE DIAGNOSTIC CLASSIFICATION SYSTEMS
CULTURE + DATA DISSONANCE
RCTs - Ideal for inquiries in somatic medicine & highly problematic in CNS: Hypotheses based on emic clinical knowledge, inductive & abductive logic.
LIMITATIONS
This IS normal
*Evans, S. C., et al (2013). Psychologists’ perspectives on the diagnostic classification of mental disorders: Results from the WHO-IUPsyS Global Survey. International Journal of Psychology, 48(3), 177–193. http://doi.org/10.1080/00207594.2013.804189
Data Interpretability
IMPACT OF CULTUREVariable perceptions - pathology, cultural disorders, clinical profile, symptom severity and treatment prioritization.
EMIC CLINICAL TRAINING
UAI – Tolerance for ambiguity
UNCERTAINTY AVOIDANCE
IND – Indicator for happiness (focus
on fulfilment in simple joys of life)
INDULGENCE - RESTRAINT
LTO – Consideration of tradition +
progression + actions/challenges
LONG-TERM ORIENTATION
POWER DISTANCE
INDIVIDUALISM - COLLECTIVISM
MASCULINITY - FEMININITY
PDI - Acceptance of unequal
distribution of power
IDV – Preference for group-
based organization
MAS – Success emphasis on
task vs person
Geert Hofstede’s Cultural Dimensions
Hofstede, G. (1980). Culture's consequences: International differences in work-related values. Beverly Hills, CA: Sage.
CROSS-CULTURAL DIFFERENCES ASSESSMENT METHOD
Effects of Culture on Emic Societal Values +
Communication + Behavior
Assessment of Society’s Persona
INFORMED CONSENTCommunicating Potential Risks + Benefits = Understanding Cultural Differences
• MDs held in high regard
• Husband / Family / Community approval
• Women, children, elderly rights• Illiterate• Not competent to give consent (i.e.
mentally ill)
SOCIAL CONSTRUCT
• Disclosure of diagnosis +
prognosis
STIGMA
• Limitations in acceptable treatments
• Special needs re: body contact, skin
exposure, inquiries about physical/
mental health, healthcare provider,
spiritual healer + rituals, etc.
RELIGION
NUREMBERG CODE + DECLARATION OF HELSINKI (1964)
“In any research on human beings, each potential subject must be adequately informed of the aims, methods, anticipated benefits and
potential hazards of the study and the discomfort it may entail.. He or she should be informed that he or she is at liberty to abstain from
participation in the study and that he or she is free to withdraw his or her consent to participation at any time. The physician should then
obtain the subject’s freely-given informed consent, preferably in writing.”” – excerpt; (emphasis added for this presentation)
Maximize Subject Recruitment Opportunities
Nijhawan, L. P., Janodia, M. D., Muddukrishna, B. S., Bhat, K. M., Bairy, K. L., Udupa, N., & Musmade, P. B. (2013). Informed consent: Issues and challenges. Journal of Advanced Pharmaceutical Technology & Research, 4(3), 134–140. http://doi.org/10.4103/2231-4040.116779
Unquestioned acceptance of ingenuous instructions from sponsor/CRO impacting psychometric integrity and quality of translation.
CLINRO + PRO TRANSLATION EXPERIENCE
• Linguists - medical translation certification
• Variable network of MDs – variable fluency, availability, and relevant expertise
LOCAL “CLINICAL EXPERT” NETWORK
• Internal expertise in psychometrics is rare.
• Conceptual assessment for linguistic equivalency varies in quality (i.e. conformance + performance)
GAMBLING DATA INTEGRITY
Expertise + Resources
PRO Guidance + ISPOR Method – practical mechanical approach. In its
entirety, absolutely minimal method for translating PROs. Too minimalistic
for ClinROs designed to measure complex constructs.
LIMITATIONSIN EXPERTISETRANSLATION
COMPANIES
“ Never trust the translation or
interpretation of something without first
trusting its interpreter.”
Suzy Kassem― Philosopher, Writer and Poet
ClinRO + PRO + Informed Consent Linguistic Validation
PSYCHOMETRICS + TRANSLATABILITY
Linguists tasked with CD; challenges with informed consent and availability of MDs. Also use sponsor’s study sites’ resources.
ACCESS TO RATER + SUBJECT GROUPS
PATIENT-REPORTED OUTCOME MEASURES
READING LEVEL
US Level: Gr. 6
Simple
Descriptive
COMPREHENSION
Normal 12-yr old
literate adolescent
Layman terminology
CULTURAL
Communication style
(i.e. visual + somatic symptom
reporting)
Expectations for change
Perception of change
RX ASSUMPTIONS
Items represent equivalent
construct of target disorder
Items are translated with conceptual
equivalency
Subjects are fluent in official
national language(s)
Subjects are natives or accultured
residents of target country
Protecting Data Integrity in Ethnically Heterogeneous Countries
Psychometric Design Basics
LINGUISTIC VALIDATION CONSIDERATIONS
CLINICIAN-REPORTED OUTCOME MEASURES
READING LEVEL
Advanced
Academic
Technical
COMPREHENSION
Skilled + Technical
Medical terminology
CULTURAL
Western (US-based)
diagnostic + symptom profile
frameworks
Medical idioms &
euphemisms
RX ASSUMPTIONS
Items represent equivalent
construct + translated with
conceptual equivalency
Raters are locally trained or
accultured
Rater training adequately
calibrates cultural differences
Raters are fluently bilingual
(English + Subjects’ Languages)
Protecting Data Integrity in Ethnically Heterogeneous Countries
Psychometric Design Basics
LINGUISTIC VALIDATION CONSIDERATIONS
LANGUAGE + CULTURE TRIALSThe colloquialism + heart and soul of its people
* Erwin, S.M., Osgood, C.E. (1954). Second language learning and bilingualism. Journal of Abnormal and Social Psychology, 59, 139-146. |
Lambert, W., Havelka, J., Crosby, C. (1958). Language Acquisition. Journal of Abnormal and Social Psychology, 56, 239-2
Linguistic – 1-3 years immersion in local
community
Clinical - 3-5 years emic immersion in active
clinical practice treating relevant disorder(s)
BILINGUALISM* + LOCAL CLINICAL IMMERSION
PROs - Grade 6 reading level
ClinROs – Advanced academic, medical,
and Western DSM terminology
LANGUAGE + EXPERTISE
Heterogeneous subject group in each country
Unique ethnocentric behaviors and reporting
styles of somatic and psychological symptoms
+ perceptions
LANGUAGE + CULTURE + SYMPTOM-REPORTING
ClinROs and PROs developed in North
America
Mapped to American DSM taxonomy
Etic perspective to foreign raters
CULTURE + PSYCHOPATHOLOGY
Translators + Raters Translators + Raters
TRANSLATING CULTURALLY-SENSITIVE CONTENT
SUMMARYLANGUAGE + CULTURE IN MULTINATIONAL CLINICAL TRIALS
UNDERSTANDING CULTURAL
DIFFERENCES
VALIDATE ALL
TRANSLATIONS
QUALIFY FLUENCY IN RATERS
+ TRANSLATORSDEFINITELY TRANSLATE
CLINRO MEASURES
Make communication
with international raters
and subjects crystal
clear
Ensure cultural
sensitivities are
addressed
Use the existing guidance
the linguistics community
uses to assess adequate
fluency
Don’t leave your raters to
acculture themselves to your
standards; give them the
tools they need to make the
transition easier.
Hofstede’s Data + Scale (select countries)
COUNTRY POWER DISTANCE INDIVIDUALISM MASCULINITY UNCERTAINTY AVOIDANCE
LONG-TERM ORIENTATION
Philippines 94 32 64 44 19Mexico 81 30 69 82China 80 20 66 40 118India 77 48 56 40 61France 68 71 43 86Hong Kong 68 25 57 29 96Poland 68 60 64 93Turkey 66 37 45 85Portugal 63 27 31 104Czechia (Czech Republic) 57 58 57 74Spain 57 51 42 86Japan 54 46 95 92 80Italy 50 76 70 75S. Africa 49 65 63 49USA 40 91 62 46 29UK 35 89 66 35 25Switzerland 34 68 70 58Sweden 31 71 5 29 33Denmark 18 74 16 23Israel 13 54 47 81Austria 11 55 79 70
0-20 21-40 41-60 61-80 81-100 101-120
Hofstede, G. (1980). Culture's consequences: International differences in work-related values. Beverly Hills, CA: Sage.
CROSS-CULTURAL DIFFERENCES
PhilippinesMexicoChinaIndia
FranceHong Kong
PolandTurkey
PortugalCzechia (Czech Republic)
SpainJapan
ItalyS. Africa
USAUK
SwitzerlandSweden
DenmarkIsrael
Austria
Filter: Power Distance
Power Distance Individualism Masculinity Uncertainty Avoidance Long-Term Orientation
Implicit Global Benchmark
PDI IDV MAS UAI LTO
Data Interpretability = Cultural Differences + Communication
Hofstede, G. (1980). Culture's consequences: International differences in work-related values. Beverly Hills, CA: Sage.