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NCRS 2010
Validation of the Distress Thermometer using ADL:
What is the relationship between distress and dysfunction?




    Alex Mitchell
    Karen Lord
    Paul Symonds
    Department of Cancer & Molecular Medicine, Leicester Royal Infirmary

    Department of Liaison Psychiatry, Leicester General Hospital


                                                                      Sept2010
                                                                      Sept2010
Contents
1. Strengths & limitations of DT

2. How to establish “clinical significance” simply

3. Link between distress and dysfunction

4. Lessons for DT cut-offs
Clinical Significance




 DSMIV and PHQ9
 Includes a question
 on function
1. Strengths & limitations of DT

   Strengths     => Mainly Acceptability


   Limitations   => Reliability and Validity
DT vs HADS-T Validity (n=660) Leicester2009
          SE    SP      AUC     CUT

DT –   71.9%    78.4%   0.814   cut point >=4

AnxT – 75.7%    73.4%   0.821   cut point >=5

DepT – 77.6%    82.2%   0.855   cut point >=3

AngT – 77.5%    77.6%   0.823   cut point >=2

HelpT - 69.1%   80.8%   0.809   cut point >=3
DT vs DSMIV Depression
                SE        SP           PPV           NPV

DTma (2007)     80.9%     60.2%        32.8%         92.9%



DTLeicesterBW   82.4%     68.6%        28.0%         98.3%

DTLeicesterBSA 100%       59.6%        26.8%         100%




BSA = British South Asian MA = meta-analysis (Mitchell 2007 JCO)
BW= British White
Distress Thermometer
   - Please circle the number (0-10) that best describes how much distress you have been
        experiencing in the past week, including today.

   - What phone number would you like us to contact you on if necessary?

Practicaltick WHICH of the following is a cause of distress:
 Please Problems                Spiritual/ Religious Concerns   Physical Problems contd…
Childcare                      Loss of faith                    Changes in Urination
Housing                        Relating to God                  Fevers
Money                          Loss of meaning or purpose       Skin dry/ itchy
                               in life
Transport                                                       Nose dry/ congested
Work/School                    Physical problems                Tingling in hands/ feet
                               Pain                             Metallic taste in mouth
Family Problems                Nausea                           Feeling swollen
Dealing with partner           Fatigue                          Sexual
Dealing with children          Sleep                            Hot flushes
                               Getting around
Emotional Problems             Bathing/ Dressing
Depression                     Breathing
Fears                          Mouth sores                      Is there anything important you
                                                                would like to add to the list?
Nervousness                    Eating
                                                                ___________________________
Sadness                        Indigestion                      ___
                                                                ___________________________
Worry                          Constipation                     ___
Anger                          Diarrhoea                        ___________________________
                                                                ___
Distress Thermometer




                       DT contains only two anchors
                       In its most common version.
Distress Thermometer – Pooled Table

             Ransom    Tuinman   Mitchell       Lord        Hoffman   Gessler       Clover        Jacobsen                Proporti
Score        2006      2008      2009           2010        2004      2009          2009          2005       Sum          on

Zero             68         38         61          123           14         27               65        71           467     18.4%

One              72         31         42              68         5         26               39        46           329     12.9%

Two              77         22         35              44         5         18               30        54           285     11.2%

Three            65         37         42              46         8         23               45        46           312     12.3%

Four             51         29         29              30         8             7            21        31           206      8.1%

Five             41         46         62              40        11         13               41        48           302     11.9%

Six              38         32         23              28         2         16               26        31           196      7.7%

Seven            36         21         23              38         2         15               32        16           183      7.2%

Eight            18         12         18              29         6             9            19        15           126      5.0%

Nine             16          5              8          14         3             3            13         9            71      2.8%

Ten               9          4              7          20         4             0             9        13            66      2.6%

Sum             491        277        350          480           68       157           340           380          2543


Proportion     19.3%     10.9%     13.8%          18.9%        2.7%      6.2%         13.4%         14.9%
Distress Thermometer – Pooled
                                               Making a cut based on distribution frequency alone
                                                                   Proportion
                                               Is difficult, or impossible.

20.0%
           Insignificant            Minim al                       Mild                   Moderate                 Severe
18.0%


16.0%


14.0%


12.0%


10.0%
        18 .4 %

8.0%

                     12 .9 %
6.0%                                           12 .3 %
                                                                          11.9 %
                               11.2 %


4.0%                                                       8 .1%
                                                                                   7.7%
                                                                                                7.2 %

                                                                                                           5.0 %
2.0%
                                                                                                                   2 .8 %   2 .6 %


0.0%
        Zero          One      Tw o        Three           Four           Five     Six         Seven       Eight   Nine     Ten

                                                                                                     50%
Making a cut based on
distribution frequency alone
Is difficult, or impossible also
for the HADS




                                   British Journal of Cancer (2007) 96, 868 – 874
3. Methods – How to Validate an Cut Point?

   Establish validity with dysfunction not depression
Distress overlaps with not                                      DepT
 DT       just distress but anxiety and
                                                                          23%
37%       anger


                              4%                         3%
                                               3%
               DT                                              DepT

                                          7%        1%



       Non-Nil                                 8%             0%           Nil
                         9%
        59%                                                               41%



                                          4%        1%


                  AnxT                         2%                  AngT
                               15%                       2%
AnxT                                                                      AngT
47%                                                                       18%
Sample
We analysed data collected from Leicester Cancer Centre
 from 2008-2010 involving 531 people approached by a
 research nurse and two therapeutic radiographers.

We examined distress using the DT and daily function
 using the question:

“How difficult have these problems made it for you to do
  your work, take care of things at home, or get along
  with other people?”

“Not difficult at all =0; Somewhat Difficult =1; Very
  Difficult =2; and Extremely Difficult =3”
Of the 293 Non-Nil                                            DepT
                                                                23%
Virtually no one with
depression has neither
                                       0.3%   DepT
distress nor dysfunction, but
many with dysfunction do
not have depression




                                  3%                 2%



                                       18%




                    Dysfunction
                                                           Distress
                                28%    26%           22%
Dysfunction                                                           Distress
   76%                                                                  69%
Dysfunction in 531 cancer patients
 60.0%
           55.7%


                                         Chart illustrated distribution
 50.0%
                                         of dysfunction in unselected
                                         cancer patients

 40.0%

                      34.3%


 30.0%




 20.0%




 10.0%                         7.3%

                                                                   2.6%

 0.0%
         Unimpaired   Mild    Moderate                             Severe
Unimpaired by DT Score
90.00%


80.00%
                                     Chart illustrated unimpaired
                                     function by DT score
70.00%


60.00%


50.00%


40.00%


30.00%


20.00%


10.00%


0.00%
         1   2   3   4   5   6   7   8          9          10       11
Mean DT Scores?



                         Unimpaired   Mild   Moderate   Severe


  Mean DT Score          2.1          4.1    5.9        6.5


  Std Deviation          2.54         3.0    2.56       3.59


  Sample Size            296          182    39         14


  Simplified DT Range*   0-3          4-5    6-7        8-10
DT distribution by Impairment
0.18


0.16


0.14


0.12


 0.1


0.08


0.06


0.04


0.02


  0
       0   1   2   3   4   5   6   7   8   9   10
Distress Thermometer



                 Typically severely impared

                 Typically mod impared


                                              Based on the mean levels of
                 Typically mildly impared
                                              dysfunction the following
                                              anchors are suggested

                 Typically unimpared          NB: a lower threshold cut of
                                              about 3 seems appropriate


                 None at all
Distress Thermometer                                   Based on the mean levels of
                                                       dysfunction and typical
                                                       verbal descriptions of distress
                                                       the following anchors are
                                                       suggested



                 Extreme and incapacitating

                 Very Severe and very disabling

                 Moderately Severe and disabling

                 Moderate and quite disabling

                 Moderate and somewhat disabling

                 Mild-Moderate and slight disabling

                 Mild but not particularly disabling

                 Very mild and not disabling

                 Minimal but bearable

                 Minimal and not problematic

                 None at all
Credits & Acknowledgments

  Karen Lord             Leicester Royal Infirmary
  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
  Nadia Husain           University of Leicester
  Kufre Sampson          Leicester Royal Infirmary




  For more information   www.psycho-oncology.info

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NCRS10 - What is the link between distress and dysfunction (Sept10)

  • 1. NCRS 2010 Validation of the Distress Thermometer using ADL: What is the relationship between distress and dysfunction? Alex Mitchell Karen Lord Paul Symonds Department of Cancer & Molecular Medicine, Leicester Royal Infirmary Department of Liaison Psychiatry, Leicester General Hospital Sept2010 Sept2010
  • 2. Contents 1. Strengths & limitations of DT 2. How to establish “clinical significance” simply 3. Link between distress and dysfunction 4. Lessons for DT cut-offs
  • 3. Clinical Significance DSMIV and PHQ9 Includes a question on function
  • 4. 1. Strengths & limitations of DT Strengths => Mainly Acceptability Limitations => Reliability and Validity
  • 5. DT vs HADS-T Validity (n=660) Leicester2009 SE SP AUC CUT DT – 71.9% 78.4% 0.814 cut point >=4 AnxT – 75.7% 73.4% 0.821 cut point >=5 DepT – 77.6% 82.2% 0.855 cut point >=3 AngT – 77.5% 77.6% 0.823 cut point >=2 HelpT - 69.1% 80.8% 0.809 cut point >=3
  • 6. DT vs DSMIV Depression SE SP PPV NPV DTma (2007) 80.9% 60.2% 32.8% 92.9% DTLeicesterBW 82.4% 68.6% 28.0% 98.3% DTLeicesterBSA 100% 59.6% 26.8% 100% BSA = British South Asian MA = meta-analysis (Mitchell 2007 JCO) BW= British White
  • 7. Distress Thermometer - Please circle the number (0-10) that best describes how much distress you have been experiencing in the past week, including today. - What phone number would you like us to contact you on if necessary? Practicaltick WHICH of the following is a cause of distress: Please Problems Spiritual/ Religious Concerns Physical Problems contd… Childcare Loss of faith Changes in Urination Housing Relating to God Fevers Money Loss of meaning or purpose Skin dry/ itchy in life Transport Nose dry/ congested Work/School Physical problems Tingling in hands/ feet Pain Metallic taste in mouth Family Problems Nausea Feeling swollen Dealing with partner Fatigue Sexual Dealing with children Sleep Hot flushes Getting around Emotional Problems Bathing/ Dressing Depression Breathing Fears Mouth sores Is there anything important you would like to add to the list? Nervousness Eating ___________________________ Sadness Indigestion ___ ___________________________ Worry Constipation ___ Anger Diarrhoea ___________________________ ___
  • 8. Distress Thermometer DT contains only two anchors In its most common version.
  • 9. Distress Thermometer – Pooled Table Ransom Tuinman Mitchell Lord Hoffman Gessler Clover Jacobsen Proporti Score 2006 2008 2009 2010 2004 2009 2009 2005 Sum on Zero 68 38 61 123 14 27 65 71 467 18.4% One 72 31 42 68 5 26 39 46 329 12.9% Two 77 22 35 44 5 18 30 54 285 11.2% Three 65 37 42 46 8 23 45 46 312 12.3% Four 51 29 29 30 8 7 21 31 206 8.1% Five 41 46 62 40 11 13 41 48 302 11.9% Six 38 32 23 28 2 16 26 31 196 7.7% Seven 36 21 23 38 2 15 32 16 183 7.2% Eight 18 12 18 29 6 9 19 15 126 5.0% Nine 16 5 8 14 3 3 13 9 71 2.8% Ten 9 4 7 20 4 0 9 13 66 2.6% Sum 491 277 350 480 68 157 340 380 2543 Proportion 19.3% 10.9% 13.8% 18.9% 2.7% 6.2% 13.4% 14.9%
  • 10. Distress Thermometer – Pooled Making a cut based on distribution frequency alone Proportion Is difficult, or impossible. 20.0% Insignificant Minim al Mild Moderate Severe 18.0% 16.0% 14.0% 12.0% 10.0% 18 .4 % 8.0% 12 .9 % 6.0% 12 .3 % 11.9 % 11.2 % 4.0% 8 .1% 7.7% 7.2 % 5.0 % 2.0% 2 .8 % 2 .6 % 0.0% Zero One Tw o Three Four Five Six Seven Eight Nine Ten 50%
  • 11. Making a cut based on distribution frequency alone Is difficult, or impossible also for the HADS British Journal of Cancer (2007) 96, 868 – 874
  • 12. 3. Methods – How to Validate an Cut Point? Establish validity with dysfunction not depression
  • 13. Distress overlaps with not DepT DT just distress but anxiety and 23% 37% anger 4% 3% 3% DT DepT 7% 1% Non-Nil 8% 0% Nil 9% 59% 41% 4% 1% AnxT 2% AngT 15% 2% AnxT AngT 47% 18%
  • 14. Sample We analysed data collected from Leicester Cancer Centre from 2008-2010 involving 531 people approached by a research nurse and two therapeutic radiographers. We examined distress using the DT and daily function using the question: “How difficult have these problems made it for you to do your work, take care of things at home, or get along with other people?” “Not difficult at all =0; Somewhat Difficult =1; Very Difficult =2; and Extremely Difficult =3”
  • 15. Of the 293 Non-Nil DepT 23% Virtually no one with depression has neither 0.3% DepT distress nor dysfunction, but many with dysfunction do not have depression 3% 2% 18% Dysfunction Distress 28% 26% 22% Dysfunction Distress 76% 69%
  • 16. Dysfunction in 531 cancer patients 60.0% 55.7% Chart illustrated distribution 50.0% of dysfunction in unselected cancer patients 40.0% 34.3% 30.0% 20.0% 10.0% 7.3% 2.6% 0.0% Unimpaired Mild Moderate Severe
  • 17. Unimpaired by DT Score 90.00% 80.00% Chart illustrated unimpaired function by DT score 70.00% 60.00% 50.00% 40.00% 30.00% 20.00% 10.00% 0.00% 1 2 3 4 5 6 7 8 9 10 11
  • 18. Mean DT Scores? Unimpaired Mild Moderate Severe Mean DT Score 2.1 4.1 5.9 6.5 Std Deviation 2.54 3.0 2.56 3.59 Sample Size 296 182 39 14 Simplified DT Range* 0-3 4-5 6-7 8-10
  • 19. DT distribution by Impairment 0.18 0.16 0.14 0.12 0.1 0.08 0.06 0.04 0.02 0 0 1 2 3 4 5 6 7 8 9 10
  • 20. Distress Thermometer Typically severely impared Typically mod impared Based on the mean levels of Typically mildly impared dysfunction the following anchors are suggested Typically unimpared NB: a lower threshold cut of about 3 seems appropriate None at all
  • 21. Distress Thermometer Based on the mean levels of dysfunction and typical verbal descriptions of distress the following anchors are suggested Extreme and incapacitating Very Severe and very disabling Moderately Severe and disabling Moderate and quite disabling Moderate and somewhat disabling Mild-Moderate and slight disabling Mild but not particularly disabling Very mild and not disabling Minimal but bearable Minimal and not problematic None at all
  • 22. Credits & Acknowledgments Karen Lord Leicester Royal Infirmary 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 Nadia Husain University of Leicester Kufre Sampson Leicester Royal Infirmary For more information www.psycho-oncology.info