How we measure and develop treatments for:Effective measurement = effective treatment

How can we measure a feeling where that feeling is anxiety

Anxiety is a very personal and detrimental condition. It has many causes, manifests in many ways and has many  effective treatments specific to each case.  The point of any measurement system or scale is to facilitate and identify effective treatments. They then become patient specific. If you are suffering from any form of anxiety  there is a science based on evaluation and measurement which can create the correct therapy or mix of therapies specific to you. Understanding how we measure anxiety will  help you understand why interviews and testing helps you  get the best outcome available. We live in a time where ideal lifestyles are promoted relentlessly and materialism and individualism are in most cases unattainable (Eckersley, R. (2006)

Measurement – an explanation of the techniques we use to personalise treatments

• Focusing on observable behaviors such as avoidance (work, social situations), restlessness, or panic attacks.
• Measuring physiological responses like heart rate, cortisol levels, or galvanic skin response. There are now many apps available that allow you to self measure via IOS or Android based mobile devices
• Using self-report measures with standardized scales such as the Beck Anxiety Inventory (Beck, A. T 1998) or the Hamilton Anxiety Rating Scale (Hamilton, M. (1959)).
• Assessing cognitive components (how and what you think and the triggers) through reports of worry, intrusive thoughts, or automatic negative beliefs.
• Combining subjective experiences with behavioral and physiological markers to create a measure of where you are on the spectrum (Zvolensky et al 2000),(Szedlak, C., & Leyendecker, B. (2025)

GAD – Generalised Anxiety Disorder

The GAD-7 ,Generalized Anxiety Disorder-7, (Spitzer RL et al  2006) scale is an accepted  way of measuring  anxiety   It works as follows and you may have experienced it in consultation;

We ask individuals to rate how often they have experienced specific anxiety symptoms over the past two weeks, such as feeling nervous, worrying excessively, difficulty relaxing, restlessness, irritability, and fear of something awful happening. Each item is scored from 0 (not at all) to 3 (nearly every day), yielding a total score between 0 and 21. It is subjective based on the patients perceived levels of anxiety over a 2 week period.

The total score indicates anxiety severity based on the following range;

  • 0–4: Minimal anxiety

  •  5–9: Mild anxiety

  • 10–14: Moderate anxiety

  • 15–21: Severe anxiety

A score of 10 or greater is typically used for identifying probable cases of GAD, with approximately 89% sensitivity and 82% specificity. The scale is useful not only for initial screening but also for monitoring changes in anxiety severity over time. It has strong reliability and validity and correlates well with functional impairment in multiple life areas.

How measurement impacts treatments

The way anxiety is measured informs treatment. Clear  definitions of anxiety, often combining self-reports, physiological measures, and behavioral observations, have created a process where targeted treatments such as cognitive behavioral therapy (CBT) can  be  developed and evaluated. This precision in defining anxiety symptoms and their measurement has enabled CBT to emerge as the standard treatment for anxiety disorders. This has been proven to be effective with significant symptom reductions and long-term effectiveness. (Carl J Beuke et al 2003)

Measurement has also influenced the refinement and evaluation of treatment techniques, such as exposure therapy and  CBTs (e.g., Acceptance and Commitment Therapy), which are designed based around specific anxiety-related behaviors and cognitive processes. Treatment effectiveness is typically measured using validated anxiety scales (e.g., GAD-7, BAI) and physiological/behavioral outcomes to track symptom reduction and functional improvement, allowing iterative improvements in therapy protocols.

https://www.bcbsm.mibluedaily.com/stories/mental-health/how-pain-is-measured

Like pain anxiety is difficult to measure – we have all seen the pain charts with various degrees of Edvard Munch type Scream faces indicating how much pain one is experiencing. In subjective testing like pain or anxiety the key to treatment is a means of identification of the issue and the scale it is experienced in. General Anxiety Disorder is subject to a scale similar to the pain scales – GAD-7

Types of treatments and therapies

The ways anxiety is measured have  significant impact on both the experience and treatment of anxiety: (Harnas, S.J 2024)

  • Cognitive-behavioral therapies (CBT) are effective because they address both cognitive and behavioral aspects.

  • Integrating subjective experience, behavior, physiology, lifestyle issue, cultural issues allows individualized treatment plans to monitor progress accurately and adjust interventions accordingly.

  • Testing and measurement in a clinical setting leads to clearer diagnostic criteria, enables the use of validated assessment tools, enables  replicability and consistency across studies and treatments which in turn improve outcomes

  • Overall, measuring anxiety influences how clinicians understand the condition—shifting from purely observable signs to including subjective mental experiences—and how they tailor interventions to more effectively reduce stress and dysfunction related to anxiety.

  • This approach ensures that anxiety is treated as a condition with many causes

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How to use this blog;

The blog is designed to  provide the non professional psychologist with a perspective and understanding  on measurement of anxiety. As a patient or someone who experiences anxiety the condition can be self perpetuating and a vicious circle. You are anxious and then anxious about being anxious. This cascades into all aspects of your life and you can see no way out. Measurement or operationalisation as it is defined in psychology provides a basis for treatment. In this blog we explain the measurement process and how treatment is then prescribed based on a results set that are as objective as possible.

Resources

Useful links

Medical news – drug ttherapies

NHS Anxiety medication

NHS anti-depressant guidelines

Anxiety UK – National UK charity offering information, resources, and access to therapy for people experiencing anxiety.​
https://www.anxietyuk.org.uk

Shout – Free, confidential 24/7 UK text service for anyone struggling with anxiety or other mental health difficulties (text “SHOUT” to 85258).​
https://giveusashout.org

Samaritans – 24/7 emotional support by phone or online for anyone in distress, including anxiety and suicidal thoughts.​
https://www.samaritans.org

Mind – Major mental health charity providing information, self-help resources, and support services for anxiety and related conditions.​
https://www.mind.org.uk

Hub of Hope – UK-wide directory to find local and national mental health and anxiety services by postcode or location.​
https://hubofhope.co.uk

Types of medical / medication available (check out useful links for  specific therapies) (ref https://www.medicalnewstoday.com/articles/323666)

The main types of antidepressant are:

  • selective serotonin reuptake inhibitors (SSRIs) – these are the most widely used type of antidepressants

  • selective noradrenaline reuptake inhibitors (SNRIs)

  • tricyclic antidepressants (TCAs)

  • monoamine-oxidase inhibitors (MAOIs) – these are now rarely used to treat depression

Serotonin-norepinephrine reuptake inhibitors (SNRIs)

  • duloxetine (Cymbalta)

  • venlafaxine (Effexor XR)

Serotonin reuptake inhibitors (SSRIs)

  • citalopram (Celexa)

  • escitalopram (Lexapro)

  • fluoxetine (Prozac)

  • fluvoxamine (Luvox)

  • paroxetine (Paxil, Pexeva)

  • sertraline (Zoloft)

Resource on Therapies

References;

Eckersley, R. (2006) ‘Is modern Western culture a health hazard?’, International Journal of Epidemiology, 35(2), pp. 252–258.

Beck, A. T., Epstein, N., Brown, G., & Steer, R. A. (1988). An inventory for measuring clinical anxiety: Psychometric properties. Journal of Consulting and Clinical Psychology, 56(6), 893–897

Hamilton, M. (1959) The assessment of anxiety states by rating. British Journal of Medical Psychology, 32 (1), pp. 50-55.

Szedlak, C., & Leyendecker, B. (2025). Examining the Relationship Between Mental Workload, Learning Outcomes and Acceptance in a Process-Improvement Simulation Game. Simulation & Gaming, 56(3), 261-288. https://doi.org/10.1177/10468781241313202 (Original work published 2025)

Zvolensky, M.J., Lejuez, C.W. and Eifert, G.H. (2000) ‘Prediction and control: Operational definitions for the experimental analysis of anxiety’, Behaviour Research and Therapy, 38(7), pp. 653–670. Elsevier.

Spitzer RL, Kroenke K, Williams JB, Löwe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006

Carl J Beuke, Ronald Fischer, John McDowall, Anxiety and depression: Why and how to measure their separate effects, Clinical Psychology Review, Volume 23, Issue 6,
2003,

Harper, D.J. (2016) ‘Beyond individual therapy’, The Psychologist, 29(6), pp. 440–445.

Kush, F.R. (2004) ‘An operationalized cognitive therapy approach with mixed anxiety and depression’, Psychotherapy: Theory, Research, Practice, Training, 41(1), pp. 45–56.

Vautier, S. (2011) ‘The operationalization of general hypotheses versus the discovery of empirical laws in psychology’, Philosophia Scientiæ, 15(1), pp. 45–60.

Ogden, J. (2013) ‘Theory and measurement: Conceptualization, operationalization and the example of health status’, in Assessment in Behavioral Medicine, pp. 47–63.

A Battle Within. (no date) Operational Definitions in Psychology: Explained with Examples. Available at: https://www.abattlewithin.com/posts/operational-definition-for-psychology

Harnas, S.J., Knoop, H., Sprangers, M.A.G. et al. (2024) ‘Defining and operationalizing personalized psychological treatment – a systematic literature review’, Behaviour Therapy.

Images are referenced as AI created – OpenAI

  • create a generics man with magnifying glass
  • create an image as a tag cloud for the causes of anxiety
  • Create a generic therapy session
  • Create a light at the end of the tunnel