Pages

Showing posts with label system theory. Show all posts
Showing posts with label system theory. Show all posts

Wednesday, 26 February 2025

Public versus private health

Apparently, in Aotearoa New Zealand, we have the lowest numbers of specialists per capita in the OECD (Ashton et al., 2013). That is not a great statistic for any nation to have. And it must make the pressure on healthcare more severe here than in most other nations.

I am a member of Southern Cross, a private healthcare provider/insurer. Southern Cross is a trust, run on a co-operative structure - and I thoroughly appreciate their service. I just wish that there was less of a need for it, though. For example, my mother recently needed cataract surgery, and was able to have both eyes operated on immediately. Yet those without insurance (and who cannot afford to pay the private medical surgery costs themselves) must wait on public lists for months: and needing to meet severity tests to be allowed access to a specialist appointment. and that only gets them a place on their local hospital's surgical list... where, after waiting perhaps 9 months or a year to reach the top of this list, they have a single eye operated upon. Then they go down to the bottom of the list to have the second eye done. Yet, because they can see from one eye, their need is less urgent; so they may no longer meet the criteria for surgery.

We appear to have two tiers of access to 'normal' health services: those who can pay - and get the 'cream'; versus those who cannot - and get the dregs. I am not talking about emergency care or life-threatening treatments: that care is pretty equitable. I am talking about those services which make our lives worth living. Like being able to see. Like getting a hip replaced before the pain reduces our quality of life. Like having tendon grafts. This type of health care access inequity offends my sense of fairness.

Medical services are expensive, and requirements are increasingly complex, yet the Nordic nations manage to run sound healthcare systems (Knudsen et al., 2019; Nordic Health and Welfare Statistics, 2024) possibly because they levy higher levels of taxation (OCED, 2018). I wonder if we have reduced so much taxation from our New Zealand system that we no longer have the wherewithal to pay for the services a democratic society might naturally expect to have...?

Additionally, I have been thinking about the gap between the public healthcare system and the private one. We have a couple of friends who are ophthalmologists. They improve their income by splitting their practice between private and public. While both are committed to the public system, it is the private system which provides their retirement funds and a less frenetic pace of practice.

But. The private sector adds pressure to public services: the private sector externalises emergency care and risk onto the public healthcare system (Penno et al., 2021). I don't know how we get around that fairly... or even if we need to try to change that when we are also so short of specialists (Ashton et al., 2013). But if we are going to have private healthcare, we also appear to need a good public system, as the public ambulance at the bottom of the private cliff.

The trouble is, none of this is simple to fix. The levers are multiple; and where inexpert, short-termist policy can generate significant consequences for those on the margins of our societies. There are no easy answers in this sector, but I do wish our governments would take a cross-party, long-term strategy in investing in the health of the nation. 


Sam

References:

Ashton, T., Brown, P., Sopina, E., Cameron, L., Tenbensel, T., & Windsor, J. (2013). Sources of satisfaction and dissatisfaction among specialists within the public and private health sectors. The New Zealand Medical Journal, 126(1383), 1-11. https://nzmj.org.nz/media/pages/journal/vol-126-no-1383/sources-of-satisfaction-and-dissatisfaction-among-specialists-within-the-public-and-private-health-sectors/4e5b26130a-1696475225/sources-of-satisfaction-and-dissatisfaction-among-specialists-within-the-public-and-private-health-sectors.pdf

Knudsen, A. K., Allebeck, P., Tollånes, M. C., Skogen, J. C., Iburg, K. M., McGrath, J. J., ... & Øverland, S. (2019). Life expectancy and disease burden in the Nordic countries: results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2017. The Lancet Public Health, 4(12), e658-e669. https://doi.org/10.1016/S2468-2667(19)30224-5

Nordic Health and Welfare Statistics. (2024). Health Statistics for Nordic Countries. https://nhwstat.org/publications/health-statistics-nordic-countries

OECD. (2018). Chapter 4: Country tables, 1990-2016. In Revenue Statistics 2018 [report]. Organisation for Economic Development and Co-operation. https://www.oecd-ilibrary.org/docserver/rev_stats-2018-7-en.pdf?expires=1722380271&id=id&accname=guest&checksum=6FE2F3689A9ECC11E9184A273A7965B1

Penno, E., Sullivan, T., Barson, D., & Gauld, R. (2021). Private choices, public costs: Evaluating cost-shifting between private and public health sectors in New Zealand. Health Policy, 125(3), 406-414. https://doi.org/10.1016/j.healthpol.2020.12.008

read more "Public versus private health"

Wednesday, 8 May 2019

Qualitative coding using software

Thesis Whisper Inger Mewburn posted last year, "Are the robots coming for our (research) jobs?", discussing the use of support systems for research, such as Grammarly, NVivo and Interpris. Given a trial version of Interpris (from QSR, the makers of NVivo), Mewburn was pleasantly surprised at how well the software analysed qualitative themes from a raw data spreadsheet: as she put it, "Interpris had done in less than a minute what would take me at least a day – maybe two" (25 April 2018).

What Interpris had done was to look for likely codes. It found far too many, and so plenty of weeding and reorganising had to be done. But because of the in-built AI, it aims to know us and to add our complexity to the suggested codes as time goes on. The best thing is that it could - should - refine without our biases. Nothing like isolating a limiter!

In my view, I think anything that helps us do our work more easily, more replicably - and thus with more replicability - has got to be a bonus. I disagree with the purist view, which is that the thinking, structure and planning has to be done before we get to the analysis part, otherwise we get that old management "systems theory": garbage in >> transformation >> garbage out (Von Bertalanffy, 1968). In qualitative research this 'purist view' is the wrong approach to the research anyway: we are supposed to start our coding once we see our data. We can't set out to analyse with too much structure, otherwise it adds to our biases.

While I love Johnny Saldana's (2009) book, The coding manual for qualitative researchers, I have no problem using a machine leg-up to start to pull out my codes. Interpris's cut would be the first draft though, to be built on, thought about, verified, tested: all those things that researchers do. It should not be taken as an end-point, but as one interpretation of the data.


You can see what Interpris can do here:



Interpris sounds very exciting. I can't wait to see it in action.


Sam

References:
read more "Qualitative coding using software"