What I Watched From Inside the Claims File
Burnout sent people to an EAP. Absenteeism got a stress workshop. Turnover got blamed on the labour market. Every response was aimed at the person, and the numbers never moved.
Built from Testimony rather than a study — what one person saw from inside Canada's group benefits sector, across five firms spanning carriers, benefits and reinsurance. Three published works are cited where they bear on what she saw: de Vries et al. (2018) on what predicts sickness absence and return to work in common mental disorders; Pomaki et al. (2012) on workplace-based interventions for the same workers; and LeBreton and Senter (2008) on when individual answers can be combined into a team score. Her own unpublished review of 697 studies is named as hers. References at the foot.
Does not establish That what one person saw generalizes. This is a pattern observed from one seat in one sector, and the findings cited bear on that reading rather than test it — nothing here was collected as a sample. It does not establish that any particular organization's numbers would move, and it makes no claim about the instruments that came out of it.
The Pattern I Could Not Ignore
I worked inside Canada’s group benefits sector at five firms, spanning carriers, benefits and reinsurance. What that gives you is not expertise in a subject. It is a seat with a view of the same thing happening over and over.
I watched disability claims climb year over year. I watched return-to-work programs fail the same way, repeatedly. I watched HR leaders try everything they could think of — wellness apps, resilience training, mental health days — and I watched the numbers stay the same or get worse.
The pattern was consistent. Organizations treated rising claims and turnover as individual problems. An employee burns out? Send them to an EAP. A team has high absenteeism? Run a stress management workshop. A department loses half its people in a year? Blame the labour market.
Nobody was measuring the conditions that produced these outcomes in the first place.
Key Research Finding: A team score only means something if the people on the team answer alike enough to be read as one view. Researchers who build team scores often check that first, using interrater reliability and agreement indices to justify combining individual answers into a team score (LeBreton & Senter, 2008).
What the Data Kept Telling Me
In disability management, you develop a particular relationship with data. You see claim durations, recurrence rates, accommodation outcomes. You learn what predicts a successful return to work and what predicts a relapse. And if you pay attention, you start to see something that many organizations have not yet recognized.
The diagnosis is not the whole story. The workplace the person is returning to is part of it.
In the files, a supportive supervisor, clear role expectations, and a team where it is safe to disclose limitations went with recovery. An unsupportive supervisor, ambiguous demands, and a team where vulnerability is punished went with chronicity.
Key Research Finding: A review of 71 studies of workers with common mental disorders found that high job demands, low job control and high job strain consistently predicted sickness absence, alongside symptom severity and earlier episodes. Earlier return to work was predicted most consistently by milder symptoms, no earlier absence, younger age and the worker’s own expectations; support from supervisors and co-workers predicted it in two studies (de Vries et al., 2018). A separate review of eight controlled studies found moderate evidence that helping these workers reach treatment, and psychological therapy delivered through work, improved work functioning, quality of life and costs, and that help navigating the disability-management system shortened absence (Pomaki et al., 2012).
Why My Credentials Matter
I hold a SHRM-CP and a CDMP alongside my M.S. in Industrial-Organizational Psychology. This is not credential collection. Each represents a different system I have operated within.
The CDMP means I understand claims data, accommodation law, and return-to-work protocols. The SHRM-CP means I understand HR operations, compliance requirements, and organizational decision-making.
Culture problems exist at the intersection of these domains. An HR leader dealing with rising disability claims needs someone who understands both the psychometric properties of an assessment tool and the operational reality of managing a workforce.
The Evidence Base
The work is built on my own review of 697 peer-reviewed studies, in three parts: workplace accommodation, supervisor training and organizational culture. It is unpublished. Every instrument and every protocol is grounded in published research.
This is not a philosophical position. It is a quality standard.
None of it was invisible from where I was sitting. It was just never counted.
References
Angelucci MV. Three evidence reviews on workplace accommodation, supervisor training and organizational culture (697 studies), for a disability case-management framework. Unpublished.
de Vries H, Fishta A, Weikert B, et al. Determinants of sickness absence and return to work among employees with common mental disorders: a scoping review. Journal of Occupational Rehabilitation. 2018;28(3):393-417. doi:10.1007/s10926-017-9730-1
LeBreton JM, Senter JL. Answers to 20 questions about interrater reliability and interrater agreement. Organizational Research Methods. 2008;11(4):815-852. doi:10.1177/1094428106296642
Pomaki G, Franche RL, Murray E, et al. Workplace-based work disability prevention interventions for workers with common mental health conditions: a review of the literature. Journal of Occupational Rehabilitation. 2012;22(2):182-195. doi:10.1007/s10926-011-9338-9
https://www.meaganangelucci.com/writing/inside-the-claims-filePublished Dec 6, 2025