| The
Psychology of Error
Maria
Woloshynowych
Clinical
Safety Research Unit,
Imperial
College,
Department
of Surgical Oncology and Technology,
St
Mary’s Hospital,
London
W2 1NY, UK
I want to start with a quotation 'with all
my carers irrespective of how much training and experience we
possess or how motivated we are, we are never going to
eliminate errors, we are human beings it goes with making
mistakes'. When I asked medical students for their reaction to
this statement one kind of response was 'The more training and
experience the fewer errors you are going to make'. Some
thought that this statement did not apply to everybody.
However if I posited that a patient had died as a result of
the mistake then the emotions raised were quite different. So
peoples' reactions seem to depend on the outcome of the error.
I think there are still some physicians who deny making
mistakes and the idea of blame rests on the supposition that
making mistakes is intentional, that you are a bad person
because you have made a mistake. Sometimes people violate
particular rules and protocols and do so for the best of
intentions. Of course there are exceptions and the Shipman
case has caused a widespread blame to be attached to all
doctors' mistakes. There is this widespread assumption that if
the mistake has a really bad outcome then with enough control
of the situation this could have been avoided. I hope that by
the end of this talk I will have persuaded you that this is
not the case. With the wisdom of 20-20 hindsight you can look
back and realise what could have been done differently but at
the time you do not have all the information and know all the
options that were later apparent.
I want to put error in context. One famous
psychologist said that all psychology is social psychology
because peoples' behaviour always is set in a social context.
The individual rather than the organisational environment is
the focus when an error occurs. I shall talk about modern
theories, about the high performing individual and then to
widen the picture using Reason's organisational accident
model. We start with three types of errors - those associated
with skills, rules and knowledge. We use skills automatically
and we do not have to think about them because they require
very little conscious effort e.g. experienced drivers.
Rule-based activities requires some learning and therefore you
still have to think a little bit about what you are doing but
knowledge-based activities require the most effort because you
have to make judgements based on no prior knowledge. Nothing
can be done automatically and there are no rules that give the
correct results and so much mental effort is necessary.
What Reason did was to take these error
categories and divided them into two further categories. The
first are errors of execution, sometimes memory lapses but
also due to interruptions. For example a doctor might write
the wrong drug on the prescription form when interrupted.
Another example is prescribing a specific dose for a drug when
you are not so familiar with the dosages prescribed and so
make a knowledge-derived mistake. This is because you don't
understand the relationship between dose and effect for this
particular drug. A familiar situation in I.V. therapy is the
lack of standardised choice of pumps. You find that one pump
does not work so you get another from the cupboard and make a
mistake in administration because you do not know how to use
the equipment. Now I want to talk about the individual and how
we perform and the factors that influence this. We need a
certain level of arousal or stress to perform but if you are
feeling tired or are not very awake you are not going to
perform too well. When the stress is too much then performance
also falls. Doctors on call may not be fully awake by the time
the have got to the wards but if we have had breakfast and a
shower and travelled to work we are fully awake. The doctor
may be hungry or perhaps not feeling 100%. Emotional factors
that are preoccupying attention can also affect performance
and other aspects are confidence and motivation. Doctors are
expected to act confidently in front of patients that they
have never met before; the culture of medical education to
throw people in at the deep end. The cognitive factor - the
thought processes that inform decision-making for instance
about the patient diagnosis and the related choice of drug -
is also important. Novel tasks may be particularly affected by
the environment in which doctors, nurses and pharmacists work.
Finally, there is stress, which affects all these aspects.
There is quite a lot to Reason's
Organisational Accident Model and I will start in the middle,
which talks about tasks and errors, this is where the
individual is working. Someone makes an error, which may be a
slip, violation or breaking rules (which some people may do
routinely). We have already heard about the routine omissions
of patients' weights but there are contributing conditions -
more about these later. Right at the far end we have
organisational and corporate culture, which contribute latent
conditions and whilst far away from the sharp end do affect
decisions about staff numbers and types, training and
equipment. Latent conditions are in turn constrained by
economic and political factors that also play an indirect role
in accidents or incidents. The 'Swiss Cheese' model
illustrates the opportunities for error. There are layers of
defensive barriers such as alarm bells or warning signs. These
barriers are not necessarily electronic i.e. nurses checking
drugs. These defences open up from time to time and when are
all lined up in the model there is a serious accident and
lining up symbolises the simultaneous breaching of all
defences. I want to emphasise the difference between active
and latent failures. The former are failures of people working
at the sharp end and quite often these have immediate
consequences and in contrast latent failures result from
decisions taken at high level about staffing, for example.
These can be quite dormant for a while. What can we do with
all of this? Charles Vincent (UCL.) came up with this
framework for analysing adverse events and critical incidents
using Reason's model. The individual task and contributing
factors were looked at to produce this list.
First are patient factors because patients
react differently from one another and to individual medical
conditions. There may be language problems and so the patient
may not tell you that he/she has an allergy. Some patients
also want to be involved in decisions made about their care.
Informed consent is now a CNST. requirement yet quite often
patients just want to be looked after by someone they can
trust.
Now onto task factors such as protocols and
decision-making aids that is where electronic prescribing can
help. Let us look at protocols and their ready availability
for checking. I have heard of instances where two people were
required to check and to administer a controlled drug, one
says 'I will give it' say because of time pressures, the other
then says 'I want to check it because that is in the protocol'
and the first person then replies 'don't you trust me?' In
aviation, pilots before takeoff will call the checks and
cross-checks and they do not see that as double-checking.
Doctors assume that the pharmacist will check the prescription
without seeing that as personal distrust. Supposing there was
a paediatric nurse who does not feel comfortable with drug
calculations, assuming that her colleague can calculate
correctly when having to check the dose - again a huge
potential for error and these examples link into communication
in teams and leadership (such as failure by consultants to
mention details of the dose to junior colleagues).
The environment - the workload - I am not
sure how many of you are aware of the reduction in doctors'
hours over the past few years. There is the old school of
thought that because doctors are absent for long periods of
time they are less aware of patient care. It is the balance
that is necessary between not overworking doctors yet
providing consistent care. Some of the earlier comments about
communication in this meeting are particularly important.
Workload is affected by staff turnover and sickness throwing
more burdens on remaining staff. My earlier example of lack of
equipment standardisation is another burden because progress
in technology can then bring unnecessary complexity. The NPSA
is looking into both standardising pumps and staff training in
their use.
Everybody has mentioned organisation,
management and politics, money and resources. There is also
the safety culture at the organisational and unit level. So if
you hear of a person on another ward who was disciplined for a
mistake this may then affect your behaviour and what you
report if an incident occurs. Finally there are quite a lot of
regulatory bodies that inspect every few years - CNST. and
CHI.
Now I want to consider errors - are they
person or system generated? A person who makes a mistake is
deemed careless or reckless so the person-centred approach is
to change behaviour, provide training or remove the individual
and replace with another and people who are insufficiently
trained are going to make mistakes. In contrast the systems
view looks at all the factors I have talked about and is based
on the idea that we are fallible and to reduce errors the
system of work must be changed My view is that it is not one
or the other it is everything; all the factors and their
interactions must be examined, so if one factor in the system
is changed it is going to have a knock-on effect. Thus the
removal of one type of error by introducing new systems will
introduce the potential for other types. We need to look at
the risk assessment to find out what kinds of errors exist and
then put in barriers to prevent them from occurring.
In summary, I hope I have put the nature of
error in context and considered the interactions and
relationships between the factors causing errors. I want to
introduce one extra point also made by Linda. Observation is
required to find out what is happening using techniques like
task analysis of what people do. However remember that
observations are snapshots at a particular time and set of
circumstances.
Questions
LF We talk about knowing where errors occur,
their severities and the proportions of inpatients and
outpatients and whether they affect transcription or
administration. However do we know have an analysis in terms
of such root-cause categories as knowledge, communication or
systems?
DB It varies a lot depending on the setting.
In our inpatient study there were many knowledge-based errors
as well as many ????? but in the outpatient study we had a
hard time getting enough information to decide what was really
happening.
BF We are just finishing an outpatient study
and the root-causes depended on the point of entry process,
95% of errors had to do with order entry and this reinforces
the need for better decision-support systems. We had process
errors like the wrong drug or wrong strength we also had had
problems to do with the technology because the system
overrides did not provide enough information about what was
going wrong. Maybe more information and education is needed in
the system to deal with situations where for example a member
of staff says 'You gave me the wrong drug' which turned out to
be a cream instead of an ointment but the system didn't know
this.
LF That was a knowledge issue?
BF Yes a combination of people failures and
the barcode checking system that did not assess the package
size or the form of the drug.
LF Are there any quick and simple ways to
find out in a particular setting if the errors are
knowledge-based or have another root-cause?
MW I think this is what the NPSA is trying
to do - a campaign to investigate every kind of error not only
the error but also the contributing factors such as equipment
failures or low staff levels are reported back to the Agency.
The outcomes for the patient are also included. The most
serious incidents or those with great potential for harm will
be investigated. However only when you have a great deal of
data can you get information about what is happening and where
it is happening. Staff changes - six-monthly (e.g. SHO's) and
annually are new opportunities for errors.
TA (asking BF) Were the underling causes of
order-entry errors knowledge-based or rule violations?
BF Most were related to incorrect entry of
the instructions, particularly the incorrect code for the drug
(these have to be remembered because there are not drop-down
menus in the pharmacy software). I would say that these are
the most frequent errors.
SG I used to work in transport before moving
into healthcare. One of the big issues associated with road
traffic safety was the concept known as risk migration - the
safer you made the system the more individual reacted against
that to make it unsafe again e.g. drivers drive faster when
using their seat belt or motorcyclist corner faster when
wearing a helmet. Does this happen in healthcare?
MW I don't know of any evidence but I can
see why people would behave in the same way if they believe
that prescribing errors would be picked up electronically.
NB It is called risk homeostasis in some
quarters, is still contested in healthcare but is still worth
hanging onto.
AJ One of the things that Linda said about
root-cause analysis interested me because we are struggling
with what the Trust is doing and with the NPSA stuff. Because
there is a feeling that the person reporting the error should
do the Root-Cause-Analysis (R.C.A.). What we know is that
people report errors for many different reasons and quite
often because they are on campaigns. So if you are really fed
up because you cannot get an IV line then their rate of
reporting and consequent delays in administering IV therapy is
what gets reported. We should be clever enough to know that
the rate may not have changed but what has is the interest in
reporting and is a real issue. We are all encouraged that the
reporter should do the R.C.A. The real problem is training
people and what their view of the organisation is and how they
understand it. So the value of the reporter doing the analysis
is fraught with disaster. The problem with healthcare is the
cultural and organisational factors such as the different
professional approaches to the definition of error. What a
nurse thinks is a serious error is completely different to the
opinion of a pharmacist or a doctor. This particularly applies
to the symmetry between cause and outcome. I have had to fight
some real battles because a pharmacist made a simple
dispensing slip and in my view most slips cause no adverse
outcomes. So if that pharmacist does not have a track record
of poor dispensing, they will suffer no consequences from me
as their manager as if there had been no outcome at all
(unless they do not take it seriously). I think there is a
real problem with R.C.A. and who does it and therefore the
value of it. One final point; if my memory serves me correctly
we have some dispensing-error-work that shows that the busier
you are the more likely you are to make an error is completely
confounded by work that revealed when you are very busy you
concentrate properly but when you are hanging around with not
much to do and thinking about dinner tonight then the errors
are higher. Bryony, have I got that right?
BD This was only a qualitative study that
showed that dispensing errors happened during quiet times when
people were thinking about the weekend.
NB Two related things when we looked at the
causes of prescribing error. Wasn't knowledge one of the
factors?
BD We interviewed doctors who had made
prescribing errors and looked at the starting point. There
were mostly slips or mistakes not many lapses, hardly any
violations and very few purely knowledge-based mistakes. There
were rule-based mistakes (knowing the rule but forgetting it
or not knowing what the right rule was). Some of these were
quite difficult to classify as either knowledge or rule based.
So there were mainly slips or rule-based mistakes.
NB The follow-up point is that some people
are questioning the usefulness of R.C.A. in the sense that we
can deconstruct an event into steps to which we can apply
consequences. However if we think of an event as the product
of random sequencing of steps then the notion that there is
one action that will solve the problem is suspect.
MW Looking for a cause can be tantamount to
looking for someone to blame. There is an industrial technique
that requires all steps, actions and thoughts are mapped and
then examined to predict what can go wrong and what corrective
actions can be taken. Whilst this may be possible in industry,
healthcare has so many emergencies that there is not enough
time to apply this technique.
LF There is a difference between
retrospective analysis to establish cause and prospective
analysis to predict effect. Has there been any work in the UK
to use the risk reduction techniques from industry in
healthcare that you have talked about?
MW We are at present looking at risk
reduction techniques in the A & E department.
RD Two comments: I have always favoured the
notion of ROUTE cause analysis I agree with your point that
there has to be a single cause it is more constructive to
understand the process by which this came about and the
choices that were considered or not considered. The other
point that you raised, Ann, is who does this because one of
the things that has struck me over the past 30 years is how
very ill-prepared are healthcare workers for working in
organisations. This is because the dominant mode is the
autonomous self-sufficient professional so pharmacists nurses
and Uncle Tom Cobbley model themselves on this. So no one
gives any thought to the obvious point that we are all working
in an organisation so we need to think in terms of systems
rather than individuals.
MW Attempts to provide education for groups
of doctors and nurses have always failed because of the
attitude of the doctors.
RD I don't think this is about
interprofessional education but it is about how we teach the
various groups about their work settings. For instance the
medical sociology courses for undergraduates teaches them
nothing about the sociology of organisations. Leadership and
teamwork is sometimes provided but are not relevant to what it
takes to work in a complex modern organisation This is how we
need to think about and understand the issue. No major
corporation would induct its graduates in that way.
IW Can I ask some questions? Have you seen
changes in the attitudes in the health professionals that you
have encountered in your research?
MW I think it is gradual but the problem is
that when I go to conferences to give talks I am talking to
the converted about the causes and practical actions to combat
errors. However I don't meet the vast majority who hold
different views but things are changing. A colleague of mine
attended the NPSA conference of last week who said there are
still the same issues of getting more people to report and
receiving feedback about the reports. The word is spreading;
different people are attending conferences while the original
group is perhaps becoming bored. There are changes. How do we
investigate these things - we have the information so what
changes can we make and how can we evaluate the results?
IW Can the Metanetwork facilitate these
changes?
MW I think so, there is a website.
DB A couple of quick points. I think that
systems' effects and things that are at the blunt tend to get
underrated because, for instance, it is hard to relate a
specific effect to poor staffing. With respect to R.C.A.'s we
never have the reporter doing the R.C.A. We have a group
including someone who has some systems expertise. Lastly, we
have been doing a study with the leading sleep expert we took
interns and let some of then sleep and some others had them do
the usual things. While we were doing this there were national
requirement for working hours issued. Many hospitals including
John Hopkins were in gross violation of the regulations ands
were shut down. We were reporting about the impact of not
being able sleep and surgeons were the most resistant because
they believed that sleep deprivation does not affect
performance. The empirical evidence from medicine is that you
might be better off getting people to work longer hours
because there are lower adverse events with fewer handovers
and there is only one contradictory study. This is a very
interesting area.
AJ The work we have been doing at our Trust
shows that the major issue is communication at handover from
one ward or shift to another and on-call. This applies to all
professions and if we go into the European Time Directive we
can expect more incidents because there are more shifts and
handovers with very poor communication. So sleep is less of an
issue than handover
MW I want to contradict that because there
have been some studies in A & E departments that show that
the triage determines the care of patients and affects the
thought processes of doctors about what diagnoses to rule out.
The care chosen goes down one track.
TC Handovers can be linked to the Swiss
Cheese model and maybe handovers can be another barrier.
NB Thankyou today we have seen some of the
reality, the problems of the present and the future and just
beginning to move into theoretical constructs which we will
continue with tomorrow. The issue of culture in organisations
is illustrated when I used to run the pharmacy at the national
Heart Hospital - an 80-bedded tertiary referral unit - mainly
populated by academic medics. Getting change was easy if you
quoted papers and used a rational argument so I used the same
approach at a large D.G.H. and I took the same changes that I
had made (having copied the changes that Anne had made at St
Mary's) to the Head of the Coronary Care Unit and he said
'what does old so-and-so do at Barts he has a sensible head on
him? Does he do this? It was a completely different culture
about perceived authority - an academic or a good chap but
secondly it was clear that no one thought medicines were a
dangerous area.
ENDS.
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