Dr. Omar A. Alsamani/Open Library/Diagnosis and Identification of Exceptional Learners العربيةPDF
Appendix D

Lists of figures and tables

All the figures and tables in the book, arranged by chapter, each with a link to its location.

D.1List of figures

Chapter 1: Concepts of diagnosis and identification

  1. Figure 1.1:From screening to eligibility.
  2. Figure 1.2:Three models of teamwork.

Chapter 2: Measurement fundamentals

  1. Figure 2.1:The normal curve, with the common score types aligned beneath it by position.
  2. Figure 2.2:What each move is worth on a standard score scale with a mean of 100 and a standard deviation of 15.
  3. Figure 2.3:The relationship between reliability and validity, illustrated with target shooting.
  4. Figure 2.4:Majed’s score and the confidence interval around it.
  5. Figure 2.5:Two hypothetical items.

Chapter 3: Formal standardized methods

  1. Figure 3.1:A hypothetical 20-item subtest with a basal of two consecutive passes and a discontinue rule of three consecutive errors.
  2. Figure 3.2:Ten broad abilities in CHC theory as updated by Schneider and McGrew (Schneider & McGrew, 2018), with the corresponding indexes of the fifth edition of the Wechsler scale for children (Wechsler Intelligence Scale for Children, WISC-V).
  3. Figure 3.3:The three domains of adaptive behavior, with examples of the skills in each.
  4. Figure 3.4:T-score interpretation ranges on the BASC-3 scales.
  5. Figure 3.5:Mean correlations between different informants' ratings of a child's behavioral and emotional problems, from Achenbach and colleagues (Achenbach et al., 1987).
  6. Figure 3.6:Student characteristics and assessment conditions that guide the choice of instrument type.

Chapter 4: Informal methods

  1. Figure 4.1:One minute divided into six intervals.
  2. Figure 4.2:A hypothetical graph monitoring Ghadeer's reading fluency.
  3. Figure 4.3:Error analysis in arithmetic and spelling.

Chapter 5: Alternative methods

  1. Figure 5.1:The test–teach–retest model.
  2. Figure 5.2:A hypothetical example of two children who both started with low scores (8 and 7 out of 20).
  3. Figure 5.3:A graduated prompting scale, from most general to most specific.
  4. Figure 5.4:Four common functions of behavior.
  5. Figure 5.5:The four developmental domains the team observes during a single play-based assessment session.

Chapter 6: Identification models

  1. Figure 6.1:A hypothetical example of the simple-difference discrepancy model.
  2. Figure 6.2:The tiers of response to intervention, from the broad base (Tier 1) to the narrow peak (Tier 3).
  3. Figure 6.3:A hypothetical example of dual discrepancy in reading fluency (words correct per minute).
  4. Figure 6.4:The pattern sought by the patterns of strengths and weaknesses model.
  5. Figure 6.5:Nayef’s reading fluency across the three tiers (hypothetical data).
  6. Figure 6.6:Three rules for combining criteria.

Chapter 7: Intellectual disability

  1. Figure 7.1:The three criteria for diagnosing intellectual disability.
  2. Figure 7.2:The decision pathway for diagnosing intellectual disability.
  3. Figure 7.3:A hypothetical adaptive behavior profile for Nawaf on the Adaptive Behavior Assessment System, as rated by his mother, with the confidence interval around each score.
  4. Figure 7.4:Where the four cases fall.

Chapter 8: Learning disabilities

  1. Figure 8.1:DSM-5-TR criteria for specific learning disorder.
  2. Figure 8.2:The four patterns of the simple view of reading.
  3. Figure 8.3:Four features of Arabic reading that any assessment of dyslexia in Arabic should take into account.
  4. Figure 8.4:The decision pathway for learning disabilities.
  5. Figure 8.5:Ahmed’s profile with hypothetical values.
  6. Figure 8.6:Dima’s profile with hypothetical values.

Chapter 9: Autism spectrum disorder

  1. Figure 9.1:The five DSM-5-TR criteria.
  2. Figure 9.2:Early red flags that call for evaluation without delay, from Filipek et al. (1999); they remain in current guidelines (Hyman et al., 2020).
  3. Figure 9.3:The decision pathway in diagnosing autism spectrum disorder.
  4. Figure 9.4:Outcomes of evaluation for children who still screened positive on the M-CHAT-R/F after the Follow-Up interview: 47.5% were diagnosed with autism, and 94.6% overall had developmental delays or concerns warranting follow-up (Robins et al., 2014).
  5. Figure 9.5:An original illustration of the checklist's page layout.
  6. Figure 9.6:An original schematic for choosing the right booklet.
  7. Figure 9.7:Total score ranges on the Standard Version for children under 13: below 30, minimal to no symptoms; 30 to 36.5, mild to moderate; 37 or above, severe.
  8. Figure 9.8:An illustrative profile of a teacher rating, using hypothetical values.
  9. Figure 9.9:An original schematic of the path from session to classification in the observation schedule.
  10. Figure 9.10:A suggested layout of the session room, seen from above.
  11. Figure 9.11:Choosing the right module.
  12. Figure 9.12:A hypothetical excerpt from a diagnostic report, worded by the author, with annotations showing what the teacher takes from each part.

Chapter 10: Attention-deficit/hyperactivity disorder and behavioral and emotional disorders

  1. Figure 10.1:DSM-5-TR criteria for attention-deficit/hyperactivity disorder, in abbreviated form.
  2. Figure 10.2:The three presentations. The presentation is specified on the basis of the past six months.
  3. Figure 10.3:Rate of attention-deficit/hyperactivity disorder diagnosis per 10,000 children by birth month, in states where September 1 is the school-entry cutoff date, from Layton and colleagues (Layton et al., 2018).
  4. Figure 10.4:Externalizing and internalizing problems.
  5. Figure 10.5:The decision pathway for attention-deficit/hyperactivity disorder and behavioral and emotional disorders.
  6. Figure 10.6:Illustrative drawing of the layout of the Strengths and Difficulties Questionnaire form.
  7. Figure 10.7:Illustrative drawing of the layout of the Vanderbilt teacher form.
  8. Figure 10.8:Hypothetical summary of the mother’s and teacher’s Vanderbilt ratings.

Chapter 11: Sensory and multiple disabilities and communication disorders

  1. Figure 11.1:A hypothetical audiogram for Khalid.
  2. Figure 11.2:An illustration of a visual acuity chart, with the categories of distance vision impairment in the International Classification of Diseases, Eleventh Revision (ICD-11) (World Health Organization, 2019).
  3. Figure 11.3:One scene viewed with two visual fields.
  4. Figure 11.4:A child’s pronunciation is judged by the standard of his dialect and community.
  5. Figure 11.5:Decision pathway for hearing impairment.
  6. Figure 11.6:Decision pathway for visual impairment.
  7. Figure 11.7:Decision pathway for communication disorders.

Chapter 12: Giftedness

  1. Figure 12.1:The Three-Ring Conception.
  2. Figure 12.2:The Differentiated Model of Giftedness and Talent in its second version, simplified by the author (after Gagné, 2009, 2013).
  3. Figure 12.3:A hypothetical illustration of the ceiling effect.
  4. Figure 12.4:An illustrative activity designed by the author in the style of repeated-figures tasks; it is not taken from any published test.
  5. Figure 12.5:A general pathway for identifying gifted learners.

Chapter 13: Twice-exceptional learners

  1. Figure 13.1:A hypothetical example of masking.
  2. Figure 13.2:The three groups of twice-exceptional learners in schools.
  3. Figure 13.3:The two lenses in the debate over identifying twice-exceptional learners.
  4. Figure 13.4:A hypothetical profile for Yasser on the WISC-V indexes.
  5. Figure 13.5:The decision pathway for a student suspected of being twice-exceptional.

Chapter 14: Fairness in diagnosis

  1. Figure 14.1:The risk index made visible.
  2. Figure 14.2:Four points at which bias enters the diagnostic pathway.
  3. Figure 14.3:Share of village school students among the directorate’s students and in the gifted program, in the worked example.
  4. Figure 14.4:Approximate time, in years, that a second language learner needs to approach native-speaking peers, after Cummins (Cummins, 1981).
  5. Figure 14.5:A simplified hypothetical example of the Culture-Language Interpretive Matrix.

Chapter 15: From diagnosis to decision

  1. Figure 15.1:Two structures for the same report.
  2. Figure 15.2:Five steps for a feedback meeting.
  3. Figure 15.3:The chain linking assessment to the plan, illustrated with Mazen's case from the opening scene.
  4. Figure 15.4:Mazen's progress graph with hypothetical values.
  5. Figure 15.5:The cycle of diagnosis and services.

D.2List of tables

Chapter 1: Concepts of diagnosis and identification

  1. Table 1.1:Purposes of assessment, the question each purpose answers, and an example of a tool for it.
  2. Table 1.2:The difference among testing, measurement, assessment and evaluation.
  3. Table 1.3:Medical and educational classification systems and their purposes.
  4. Table 1.4:The principal regulatory documents for diagnosis and identification in Saudi Arabia.
  5. Table 1.5:The categories of US law (IDEA) and their counterparts in the Special Education Organizational Guide, with the main eligibility criteria.
  6. Table 1.6:Principles of fair assessment, what they mean in practice, and their counterparts in Saudi regulations.
  7. Table 1.7:The RIOT/ICEL matrix, with examples in each cell. A balanced assessment fills cells in every row and every column rather than confining itself to the testing cell in the learner row.
  8. Table 1.8:Steps of the general pathway in the US system and their counterparts in Saudi regulations.
  9. Table 1.9:Common errors in diagnosis, how they occur and how to avoid them.
  10. Table 1.10:Sultan's file at the outset: what we have and what is missing.
  11. Table 1.11:Alignment of chapter objectives with review questions and learning activities.

Chapter 2: Measurement fundamentals

  1. Table 2.1:Common types of standard scores.
  2. Table 2.2:Descriptive classifications of composite scores on the Wechsler Intelligence Scale for Children, Fifth Edition.
  3. Table 2.3:Types of reliability and the question each one answers.
  4. Table 2.4:The five sources of validity evidence in the Standards for Educational and Psychological Testing, with examples from adapting scales for Arabic-speaking settings.
  5. Table 2.5:The same tool (sensitivity 85%, specificity 95%) in two groups with different prevalence. Hypothetical figures.
  6. Table 2.6:Forms of measurement bias and how they are examined.
  7. Table 2.7:Three levels in transferring an instrument from one culture to another (the author's simplification).
  8. Table 2.8:Hypothetical scores for a ten-year-old student, modeled on the indexes of the Wechsler Intelligence Scale for Children, Fifth Edition.
  9. Table 2.9:Who administers what in the Kingdom, according to the published documents we reviewed at the time of writing.

Chapter 3: Formal standardized methods

  1. Table 3.1:Comprehensive individual intelligence tests and the state of their Arabic versions.
  2. Table 3.2:Nonverbal ability tests and the state of their Arabic versions.
  3. Table 3.3:Three group ability tests used in gifted screening.
  4. Table 3.4:Academic areas and their component skills in individual achievement tests.
  5. Table 3.5:Three comprehensive individual achievement tests and the state of their Arabic versions.
  6. Table 3.6:A comparison of the Vineland scales and the Adaptive Behavior Assessment System.
  7. Table 3.7:Common rating scales and the state of their Arabic versions.
  8. Table 3.8:Accommodation versus modification during testing.
  9. Table 3.9:When teleassessment is suitable and when in-person administration is preferable.

Chapter 4: Informal methods

  1. Table 4.1:Formal standardized methods and informal methods.
  2. Table 4.2:Observation recording methods and the behaviors each one suits.
  3. Table 4.3:Distribution of the two observers' records across twenty intervals.
  4. Table 4.4:The best-known curriculum-based measures.
  5. Table 4.5:A classification of Arabic oral reading errors by decoding and structure.
  6. Table 4.6:A brief analytic rubric for written expression.
  7. Table 4.7:Form A: recording three passages and classifying their errors.
  8. Table 4.8:Form B: the interval grid. Mark ✓ if the behavior was recorded under the chosen method, and − if it was not.
  9. Table 4.9:Form C: the incident log. Record what actually happened, and defer interpretation.
  10. Table 4.10:Form D: the evidence matrix. In each cell, write the source of the evidence and its date; leave the cell blank if no evidence is available.
  11. Table 4.11:Bandar's informal data.

Chapter 5: Alternative methods

  1. Table 5.1:Alternative methods and the question each one asks.
  2. Table 5.2:The two formats of dynamic assessment and what each measures.
  3. Table 5.3:Levels of evidence in functional behavioral assessment.
  4. Table 5.4:Examples from Badr's antecedent-behavior-consequence record.
  5. Table 5.5:Traditional testing and authentic assessment.
  6. Table 5.6:Characteristics of assessment from birth to three and what they mean for the assessor.
  7. Table 5.7:Sources of evidence when standardized instruments are not suitable.
  8. Table 5.8:Summary of Hattan's antecedent-behavior-consequence record (eight incidents over eight days).
  9. Table 5.9:Alignment of chapter objectives with questions and activities.

Chapter 6: Identification models

  1. Table 6.1:Judgments for three hypothetical students using the simple difference (cutoff 22.5) and regression (cutoff 18 below expected, assuming a correlation of 0.60).
  2. Table 6.2:Common nonresponse criteria, example thresholds and their limitations.
  3. Table 6.3:Strengths and limitations of the response to intervention model.
  4. Table 6.4:The three versions of the patterns of strengths and weaknesses model.
  5. Table 6.5:Nayef’s curriculum-based measurement data across the three tiers (words correct per minute; hypothetical figures).
  6. Table 6.6:Results of Nayef’s comprehensive evaluation (hypothetical standard scores with a mean of 100 and SD of 15; 95% confidence intervals).
  7. Table 6.7:Nayef’s evidence against the criteria of the hybrid model, the DSM and the Saudi regulatory text.
  8. Table 6.8:Applying the three combination rules to seven hypothetical students (cutoff 120).
  9. Table 6.9:A comparison of identification models: the question each asks, its evidence, and what it may miss.
  10. Table 6.10:Identification rules in published Saudi texts, read through the concepts of this chapter.
  11. Table 6.11:Evidence available on Lujain at referral (hypothetical data).
  12. Table 6.12:Alignment of chapter objectives with questions and activities.

Chapter 7: Intellectual disability

  1. Table 7.1:Examples of adaptive behavior deficits in the three domains.
  2. Table 7.2:Severity levels of intellectual disability by adaptive behavior domain (adapted from APA, 2022).
  3. Table 7.3:ASQ-3 at a glance.
  4. Table 7.4:SB5 at a glance.
  5. Table 7.5:Vineland-3 at a glance.
  6. Table 7.6:ABAS-3 at a glance.
  7. Table 7.7:Known Arabic versions of instruments for diagnosing intellectual disability.
  8. Table 7.8:Evidence in Nawaf's case.
  9. Table 7.9:Evidence in Hamad's case.
  10. Table 7.10:Evidence in Maryam's case.
  11. Table 7.11:Evidence in Al-Anoud's case.
  12. Table 7.12:Differential diagnosis of intellectual disability.
  13. Table 7.13:Common co-occurring conditions in intellectual disability and what their assessment requires.
  14. Table 7.14:Criteria for intellectual disability in the DSM and ICD-11, in U.S. law, and in the Saudi regulations.
  15. Table 7.15:Mapping chapter objectives to review questions and learning activities.

Chapter 8: Learning disabilities

  1. Table 8.1:Domains of specific learning disorder and their subskills in the DSM.
  2. Table 8.2:Early warning signs in reading, writing, and mathematics by stage.
  3. Table 8.3:Comprehensive Test of Phonological Processing (CTOPP-2) at a glance.
  4. Table 8.4:Test of Word Reading Efficiency (TOWRE-2) at a glance.
  5. Table 8.5:Wechsler Individual Achievement Test (WIAT-4) at a glance.
  6. Table 8.6:KeyMath-3 Diagnostic Assessment (KeyMath-3) at a glance.
  7. Table 8.7:Profile of the Test of Early Mathematics Ability (TEMA-3).
  8. Table 8.8:Profile of the Test of Written Language (TOWL-4).
  9. Table 8.9:Evidence in Lama’s case.
  10. Table 8.10:Evidence in Dima’s case.
  11. Table 8.11:Evidence in Yazan’s case.
  12. Table 8.12:Differential diagnosis of learning disabilities.
  13. Table 8.13:Learning disabilities in the diagnostic manuals, US law, and Saudi regulations.
  14. Table 8.14:Published Arabic instruments and studies in the domains of learning disabilities.
  15. Table 8.15:Data for Muadh’s case.

Chapter 9: Autism spectrum disorder

  1. Table 9.1:Forms of Criterion B and examples at school.
  2. Table 9.2:Support levels in autism spectrum disorder (adapted from American Psychiatric Association, 2022).
  3. Table 9.3:A sample observation record for teachers to use before referral, with two entries from Yousef's record. It may be copied for classroom use.
  4. Table 9.4:M-CHAT-R/F information card.
  5. Table 9.5:M-CHAT-R/F score ranges and the action for each.
  6. Table 9.6:SCQ information card.
  7. Table 9.7:CARS-2 information card.
  8. Table 9.8:GARS-3 information card.
  9. Table 9.9:ADI-R information card.
  10. Table 9.10:ADOS-2 information card.
  11. Table 9.11:Evidence in Sara's case.
  12. Table 9.12:Evidence in Fahd's case, in the order it was gathered.
  13. Table 9.13:Conditions that may resemble autism and what distinguishes them.
  14. Table 9.14:Common co-occurring conditions in autism spectrum disorder and what their assessment requires.
  15. Table 9.15:Autism spectrum disorder in the DSM and ICD-11, in U.S. law, and in the Saudi regulations.
  16. Table 9.16:Arabic instruments available for assessing autism, based on what we found published at the time of writing.
  17. Table 9.17:Alignment of chapter objectives with review questions and learning activities.

Chapter 10: Attention-deficit/hyperactivity disorder and behavioral and emotional disorders

  1. Table 10.1:Severity levels and other specifiers for attention-deficit/hyperactivity disorder in the DSM.
  2. Table 10.2:Abbreviated criteria for the main behavioral and emotional disorders of childhood and adolescence in the DSM (adapted and abridged).
  3. Table 10.3:Signs that warrant attention, by school level.
  4. Table 10.4:Examples of universal behavior screening systems in schools.
  5. Table 10.5:Strengths and Difficulties Questionnaire (SDQ) at a glance.
  6. Table 10.6:Vanderbilt scales at a glance.
  7. Table 10.7:Conners, Fourth Edition (Conners 4) at a glance.
  8. Table 10.8:Achenbach System, school-age forms (ASEBA) at a glance.
  9. Table 10.9:Revised Child Anxiety and Depression Scale (RCADS) at a glance.
  10. Table 10.10:Computerized continuous performance tests (CPT) at a glance.
  11. Table 10.11:Evidence in Haya’s case.
  12. Table 10.12:Evidence in Saud’s case.
  13. Table 10.13:Evidence in Lamia’s case.
  14. Table 10.14:Differential diagnosis of ADHD and behavioral and emotional disorders.
  15. Table 10.15:Attention-deficit/hyperactivity disorder and behavioral and emotional disorders in the diagnostic manuals, US law and Saudi regulations.
  16. Table 10.16:Published Arabic versions of the instruments in this chapter.
  17. Table 10.17:Data in Walid’s case.

Chapter 11: Sensory and multiple disabilities and communication disorders

  1. Table 11.1:Degrees of hearing loss and what a child may miss at each (Clark, 1981).
  2. Table 11.2:Degrees of hearing loss in the World Health Organization classification (WHO, 2021).
  3. Table 11.3:Types of communication disorders and their distinguishing features.
  4. Table 11.4:Areas to examine in a child’s Arabic when developmental language disorder is suspected.
  5. Table 11.5:Categories of multiple, physical and health impairments and brain injury in U.S. law, and the focus of assessment in each.
  6. Table 11.6:Evidence in Salman’s case.
  7. Table 11.7:Warning signs in hearing, vision and communication.
  8. Table 11.8:Profile of pure-tone audiometry, tympanometry and objective measures.
  9. Table 11.9:Profile of functional vision assessment and learning media assessment.
  10. Table 11.10:Profile of the Clinical Evaluation of Language Fundamentals (CELF-5).
  11. Table 11.11:Options for assessing ability in deaf or blind students, and their limits.
  12. Table 11.12:Evidence in Khalid’s case.
  13. Table 11.13:Results of Rahaf’s educational assessments.
  14. Table 11.14:Observations in Abdulrahman’s case and their interpretation.
  15. Table 11.15:Evidence in Mashael’s case.
  16. Table 11.16:Differential diagnosis in sensory disabilities and communication disorders.
  17. Table 11.17:This chapter’s categories in the diagnostic classifications, US law and the Saudi regulations.
  18. Table 11.18:Published Arabic instruments and studies in sensory disabilities and communication.
  19. Table 11.19:Data in Hadi’s case.

Chapter 12: Giftedness

  1. Table 12.1:Levels of giftedness in the Differentiated Model (Gagné, 2009) and their approximate equivalents on an intelligence scale with a mean of 100 and a standard deviation of 15.
  2. Table 12.2:Four models of giftedness from the standpoint of identification.
  3. Table 12.3:Principles of fair identification of gifted learners and what they mean in practice.
  4. Table 12.4:Common nomination and observation tools in identifying gifted learners.
  5. Table 12.5:Profile of the Cognitive Abilities Test.
  6. Table 12.6:Profile of the Gifted Rating Scales.
  7. Table 12.7:Profile of the Torrance Tests of Creative Thinking.
  8. Table 12.8:Profile of above-level testing.
  9. Table 12.9:Criteria for identifying gifted learners in the published Saudi documents we were able to review.
  10. Table 12.10:Profile of the Mawhiba Multiple Cognitive Abilities Test, based on what we found published at the time of writing.
  11. Table 12.11:Arabic instruments available for identifying gifted learners, based on what we found published at the time of writing.
  12. Table 12.12:Evidence in Jana’s case.
  13. Table 12.13:Evidence in Mishari’s case.
  14. Table 12.14:Evidence in Dana’s case.
  15. Table 12.15:Situations in which giftedness is suspected or masked, and how the team handles them.
  16. Table 12.16:Alignment of chapter objectives with review questions and learning activities.

Chapter 13: Twice-exceptional learners

  1. Table 13.1:Forms of twice-exceptionality across the book’s chapters, and what each place adds.
  2. Table 13.2:The usual identification models, what each requires, and why each may miss the twice-exceptional student.
  3. Table 13.3:Components of the two-lens assessment protocol, and the question each component answers.
  4. Table 13.4:Protocol information profile.
  5. Table 13.5:The three possibilities in differential diagnosis, what favors each, and what is not sufficient on its own.
  6. Table 13.6:Evidence in Yasser’s case through the two lenses.
  7. Table 13.7:Evidence in Muhannad’s case.
  8. Table 13.8:Evidence in Joud’s case.
  9. Table 13.9:Evidence in Faris’s case.
  10. Table 13.10:Twice-exceptionality in the diagnostic manuals, US law and Saudi regulations.
  11. Table 13.11:Data in Arwa’s case.

Chapter 14: Fairness in diagnosis

  1. Table 14.1:Sources of bias in the instrument and ways of detecting it.
  2. Table 14.2:Common assessor biases and how to reduce them.
  3. Table 14.3:Evidence in Zain’s case.
  4. Table 14.4:Evidence in Ohoud’s case.
  5. Table 14.5:Alignment of chapter objectives with review questions and learning activities.

Chapter 15: From diagnosis to decision

  1. Table 15.1:Statements from diagnostic reports in professional language, rephrased in language parents and teachers can understand.
  2. Table 15.2:From general to specific recommendations, with the finding that supports each one.
  3. Table 15.3:Report appendix: Mazen's scores with confidence intervals (90%). Descriptive labels vary across tests; those used here are the Wechsler labels.
  4. Table 15.4:Components of the individualized education program in the Saudi Regulations and their counterparts in US law.
  5. Table 15.5:What reevaluation may reveal, and the usual decision in each case.
  6. Table 15.6:Types of decisions for gifted learners, the evidence each decision requires, and what to ask before making it.
  7. Table 15.7:Principles of eligibility, planning, and family rights in the Saudi regulations, and their counterparts in US law. Sources: the Regulations (Ministry of Education [Al-Ma'arif], 1422 AH [Arabic]), the Organizational Guide (Ministry of Education, 1436 AH [Arabic]), the Law on the Rights of Persons with Disabilities (1445 AH), and the Personal Data Protection Law (1443 AH); and 34 C.F.R. pt. 300.
  8. Table 15.8:Stages of the decision for gifted students in the published Saudi documents.
  9. Table 15.9:Mazen's individualized education program.
  10. Table 15.10:Tamim's evidence at the initial diagnosis and at reevaluation.
  11. Table 15.11:Rakan's dual plan: the strength track and the support track.
  12. Table 15.12:Aseel’s data.