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IPOS2009 – Talks 27:1
   IPOS2009 – Talks 27:1

  How Accurate is the HADS as a Screen for
  How Accurate is the HADS as a Screen for
  Emotional Complications of Cancer?
  Emotional Complications of Cancer?
  A Meta-analysis against Robust Psychiatric Interviews
   A Meta-analysis against Robust Psychiatric Interviews




    Alex Mitchell           alex.mitchell@leicspart.nhs.uk
    Leicester Royal Infirmary UK




Individual Lecture 2; 24 June 2009: 3.30pm-4.30pm; Session 27 Lecture Nr.1
Background
Background
Methods to Evaluate Depression



                 Unassisted Clinician                                                                                                                Conventional Scales

           Untrained Trained                                                                                                                             Short (5-10) Long (10+)
                                                                           Ultra-Short (<5)
                                                                                                                Other/Uncertain                                                                   Other/Uncertain
                                                                                                                      9%                                                                                9%
                                                                                   ICD10/DSMIV                                                                       ICD10/DSMIV
                               Other/Uncertain                                         0%                                                                                0%
                                     9%
   ICD10/DSMIV                                                                  Short QQ                                                                          Short QQ
        0%                                                                        3%                                                                                3%

Short QQ
  3%

                                                                                             1,2 or 3 Sim ple                                                                  1,2 or 3 Sim ple
                                                                                                    QQ                                                                                QQ
                                                                                                   15%                                                                               15%

             1,2 or 3 Simple
                    QQ
                   15%                                                                                                        Clinical Skills                                                                   Clinical Skills
                                                                                                                                  Alone                                                                             Alone
                                                                                                                                   73%                                                                               73%

                                            Clinical Skills
                                                Alone
                                                 73%




                                                              Verbal Questions                                              Visual-Analogue Test

                                                                 PHQ2                                                                       Distress Thermometer

                                                                 WHO-5                                                                          Depression Thermometer

                                                                 Whooley/NICE
                                                                                                                                                                                        => Table scales
[handout 3]




 => accuracy
HADs Limitations
HADs Limitations
HADS Validity vs Structured Interview

METHODS Against depression

9x studies of the HADS-D
5x of the HADS-T
2x of the HADS-A were identified.



Studies reported results at almost all possible cut-points
  with little consistency of approach. Only 8 authors used
  an ROC curve to calculate an optimal cut-point.
Results vs Affective Disorder
Against affective disorders, there appeared to be
  advantage for the HADS-D and a relatively poor
  performance for the HADS-A. The HADS-T occupied an
  intermediate position. The clinical utility index (UI+,
  UI-) was 0.364 and 0.724 for the HADS-D.

            Sensitivity Specificity   PPV   NPV Fraction Correct

HADS-D      60.3%          85.1% 60.3% 85.1%           78.3%

HADS-A      51.2%          77.9%      65.4% 66.2%      65.9%

HADS-T      53.3%          81.6%      59.6% 77.5%      72.6%
HADS Validity vs Depression
RESULTS
HADS-T = HADS-D = HADS-A

The clinical utility index (UI+, UI-) was 0.214 and 0.789
  for the HADS-D



            Sensitivity Specificity PPV NPV     FC
  HADS-D    51.4%         86.9% 41.6% 90.8%     81.4%
  HADS-A    82.4%         81.7% 35.9% 97.4%     81.8%
  HADS-T    77.7%       84.3%   44.5% 95.9%     83.4%
1.00



           Post-test Probability
0.90



0.80



0.70



0.60



0.50



0.40

                                                                             HADS-T Positive (N=5)
                                                                             HADS-T Negative (N=5)
0.30
                                                                             Baseline Probability
                                                                             HADS-A Positive (N=2)
                                                                             HADS-A Negative (N=2)
0.20
                                                                             HADS-D Positive (N=9)
                                                                             HADS-D Negative (N=9)

0.10


                                                                                            Pre-test Probability
0.00
       0                           0.1   0.2   0.3   0.4   0.5   0.6   0.7         0.8               0.9           1
HADs Validity
HADs Validity
HADS vs Clinician
1.00



0.90       Post-test Probability


0.80



0.70



0.60



0.50



0.40


                                                                       Clinician Positive (Fallowfield et al, 2001)
0.30
                                                                       Clinician Negative (Fallowfield et al, 2001)

                                                                       Baseline Probability
0.20
                                                                       HADS-D Positive (Mata-analysis)

                                                                       HADS-D Negative (Meta-analysis)
0.10

                                                                                                  Pre-test Probability
0.00
       0                           0.1   0.2   0.3   0.4   0.5   0.6    0.7              0.8             0.9             1
HADS vs Other Scales
96 studies
13 tools
1.00




           Post-test Probability
0.90



0.80



0.70



0.60                                                 HADS+        HADS-         Baseline Probability
                                                     GDS30+       GDS30-        GDS15+
                                                     GHQ28+       HDRS+         ZUNG+
                                                     GDS15-       GHQ28-        HDRS-
0.50
                                                     ZUNG-        PHQ9+         PHQ9-
                                                     WHOOLEY2Q+   WHOOLEY2Q-    BDI+
                                                     BDI-         BDI-SF+       BDI-SF-
0.40                                                 CESD+        CESD-         1Q+
                                                     1Q-          GHQ12+        GHQ12-



0.30



0.20



0.10

                                                                                                             Pre-test Probability
0.00
       0                           0.1   0.2   0.3        0.4      0.5         0.6              0.7    0.8        0.9               1
Poster session 3 (25
June 2009) Poster
category 7 (Methods
and Measurements)
Poster Nr. 20
1.00


0.90


0.80
                                                               Ten
0.70                                                           Nine
                                                               Eight
0.60                                                           Seven
                                                               Six
0.50
                                                               Five
                                                               Four
0.40
                                                               Three
                                                               Two
0.30
                                                               One
0.20
                                                               Zero


0.10


0.00
         Distress      Anxiety      Depression      Anger
       Thermometer   Thermometer   Thermometer   Thermometer
[handout 9]
ET vs DT (n=130)
 Of 63% DT low scorers

 51% recorded emotional
 difficulties on the new Emotion
 Thermometers (ET) tool


 Out of those with any
 emotional complication

 93.3% would be recognised
 using the AnxT alone
 vs 54.4% who would be
 recognised using the DT alone.
Vs            DT    DepT
HADS-A




AUC:
DT=0.82
DepT=0.84
AnxT=0.87    AnxT   AngT
AngT=0.685
Vs           DT    DepT
HADS-D




AUC:
DT=0.67
DepT=0.75
AnxT=0.62   AnxT   AngT
AngT=0.69
Credits & Acknowledgments

  Elena Baker-Glenn      University of Nottingham
  Paul Symonds           Leicester Royal Infirmary
  Chris Coggan           Leicester General Hospital
  Burt Park              University of Nottingham
  Lorraine Granger       Leicester Royal Infirmary
  Mark Zimmerman         Brown University, Rhode Island
  Brett Thombs           McGill University Canada
  James Coyne            University of Pennsylvania
  Nick Meader            National Collaborative Centre MH



  For more information   www.psycho-oncology.info

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IPOS09 - How Accurate is the HADS as a Screen for Emotional Complications of Cancer (June09)

  • 1. IPOS2009 – Talks 27:1 IPOS2009 – Talks 27:1 How Accurate is the HADS as a Screen for How Accurate is the HADS as a Screen for Emotional Complications of Cancer? Emotional Complications of Cancer? A Meta-analysis against Robust Psychiatric Interviews A Meta-analysis against Robust Psychiatric Interviews Alex Mitchell alex.mitchell@leicspart.nhs.uk Leicester Royal Infirmary UK Individual Lecture 2; 24 June 2009: 3.30pm-4.30pm; Session 27 Lecture Nr.1
  • 3. Methods to Evaluate Depression Unassisted Clinician Conventional Scales Untrained Trained Short (5-10) Long (10+) Ultra-Short (<5) Other/Uncertain Other/Uncertain 9% 9% ICD10/DSMIV ICD10/DSMIV Other/Uncertain 0% 0% 9% ICD10/DSMIV Short QQ Short QQ 0% 3% 3% Short QQ 3% 1,2 or 3 Sim ple 1,2 or 3 Sim ple QQ QQ 15% 15% 1,2 or 3 Simple QQ 15% Clinical Skills Clinical Skills Alone Alone 73% 73% Clinical Skills Alone 73% Verbal Questions Visual-Analogue Test PHQ2 Distress Thermometer WHO-5 Depression Thermometer Whooley/NICE => Table scales
  • 4.
  • 5. [handout 3] => accuracy
  • 6.
  • 8. HADS Validity vs Structured Interview METHODS Against depression 9x studies of the HADS-D 5x of the HADS-T 2x of the HADS-A were identified. Studies reported results at almost all possible cut-points with little consistency of approach. Only 8 authors used an ROC curve to calculate an optimal cut-point.
  • 9. Results vs Affective Disorder Against affective disorders, there appeared to be advantage for the HADS-D and a relatively poor performance for the HADS-A. The HADS-T occupied an intermediate position. The clinical utility index (UI+, UI-) was 0.364 and 0.724 for the HADS-D. Sensitivity Specificity PPV NPV Fraction Correct HADS-D 60.3% 85.1% 60.3% 85.1% 78.3% HADS-A 51.2% 77.9% 65.4% 66.2% 65.9% HADS-T 53.3% 81.6% 59.6% 77.5% 72.6%
  • 10. HADS Validity vs Depression RESULTS HADS-T = HADS-D = HADS-A The clinical utility index (UI+, UI-) was 0.214 and 0.789 for the HADS-D Sensitivity Specificity PPV NPV FC HADS-D 51.4% 86.9% 41.6% 90.8% 81.4% HADS-A 82.4% 81.7% 35.9% 97.4% 81.8% HADS-T 77.7% 84.3% 44.5% 95.9% 83.4%
  • 11. 1.00 Post-test Probability 0.90 0.80 0.70 0.60 0.50 0.40 HADS-T Positive (N=5) HADS-T Negative (N=5) 0.30 Baseline Probability HADS-A Positive (N=2) HADS-A Negative (N=2) 0.20 HADS-D Positive (N=9) HADS-D Negative (N=9) 0.10 Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
  • 14. 1.00 0.90 Post-test Probability 0.80 0.70 0.60 0.50 0.40 Clinician Positive (Fallowfield et al, 2001) 0.30 Clinician Negative (Fallowfield et al, 2001) Baseline Probability 0.20 HADS-D Positive (Mata-analysis) HADS-D Negative (Meta-analysis) 0.10 Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
  • 15. HADS vs Other Scales 96 studies 13 tools
  • 16. 1.00 Post-test Probability 0.90 0.80 0.70 0.60 HADS+ HADS- Baseline Probability GDS30+ GDS30- GDS15+ GHQ28+ HDRS+ ZUNG+ GDS15- GHQ28- HDRS- 0.50 ZUNG- PHQ9+ PHQ9- WHOOLEY2Q+ WHOOLEY2Q- BDI+ BDI- BDI-SF+ BDI-SF- 0.40 CESD+ CESD- 1Q+ 1Q- GHQ12+ GHQ12- 0.30 0.20 0.10 Pre-test Probability 0.00 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
  • 17. Poster session 3 (25 June 2009) Poster category 7 (Methods and Measurements) Poster Nr. 20
  • 18.
  • 19.
  • 20. 1.00 0.90 0.80 Ten 0.70 Nine Eight 0.60 Seven Six 0.50 Five Four 0.40 Three Two 0.30 One 0.20 Zero 0.10 0.00 Distress Anxiety Depression Anger Thermometer Thermometer Thermometer Thermometer
  • 21. [handout 9] ET vs DT (n=130) Of 63% DT low scorers 51% recorded emotional difficulties on the new Emotion Thermometers (ET) tool Out of those with any emotional complication 93.3% would be recognised using the AnxT alone vs 54.4% who would be recognised using the DT alone.
  • 22. Vs DT DepT HADS-A AUC: DT=0.82 DepT=0.84 AnxT=0.87 AnxT AngT AngT=0.685
  • 23. Vs DT DepT HADS-D AUC: DT=0.67 DepT=0.75 AnxT=0.62 AnxT AngT AngT=0.69
  • 24. Credits & Acknowledgments Elena Baker-Glenn University of Nottingham Paul Symonds Leicester Royal Infirmary Chris Coggan Leicester General Hospital Burt Park University of Nottingham Lorraine Granger Leicester Royal Infirmary Mark Zimmerman Brown University, Rhode Island Brett Thombs McGill University Canada James Coyne University of Pennsylvania Nick Meader National Collaborative Centre MH For more information www.psycho-oncology.info