Medical Transcription: Identifying Errors, Protecting Patients
In April, we began a project at both the MT Tools Online and MT Inner Circle websites called “Identifying Errors, Protecting Patients.” This came about as we began to have discussions about the impact of the emerging technologies in the healthcare industry and some of the things that medical transcriptionists were seeing that caused concern. Today, let’s talk about some of those results so far.
The Process
It’s important to note that this was never intended to be a scientific study, but more of an anecdotal collection of information. What we hoped to capture was information about what is really happening “behind the scenes” in healthcare documentation. With the constant push to either have physicians enter their own data or to have speech recognition technology be “good enough,” it was time to take a look at what could happen if that were the case. And while we know there are things that come up every single day that MTs fix and/or flag so that the patient’s record will be correct, we really didn’t have any real life examples or data to share. A form was created and placed on the websites where MTs could enter data that showed these kind of potential errors, without providing any identifying information on the patients impacted.
The Responses
In an industry that is mostly paid on production-based pay, I frankly wasn’t sure how many MTs would participate. It meant taking extra time in the day to add to the list, time that might otherwise be spent making money. The response has been great. MTs from 19 different states have participated in adding information to this list so that the story can be told. And we do have a compelling story.
In a period of about three months, over 400 entries were added to the collection. The choices for error types were: dictated left/right inconsistency, discrepancies/inconsistencies, lab value errors, medication errors in dosage, medication errors in name of drug, patient demographics, and speech-recognition (SRT) errors.
What We Found
In looking at the types of errors, here’s what we see:
Dictated left/right inconsistencies: 1.92% of total
Discrepancies/inconsistencies: 7.93% of total
Lab value errors: 2.64% of total
Medication Error in dosage: 2.88% of total
Medication Error in name of drug: 3.13% of total
Patient Demographics/
Incorrect Information: 11.78% of total
SRT Errors 69.71% of total
While SRT errors represent a large percentage of what was reported, one thing that stood out as I look at the information is that within that category, 24% of those errors are medication errors, many that could cause serious problems for the patient.
Some Examples
Here are some examples from the errors that were reported:
Dictated left/right inconsistency: This is the type of error where a physician may start a report saying it’s the patient’s left leg and switch in the middle of the document to say it’s the right leg.
Discrepancies/Inconsistencies: Some of the things listed in this category include:
“The hospital course consisted of advancement of the diet. Diet has been a combination of diarrhea and cramps.”
“SPECT myocardial infarction” instead of “SPECT myocardial perfusion.”
“Final diagnosis: Sleep apnea and so on.” (Yes, that’s what was actually dictated.)
“She developed statin therapy and was discontinued off her Lipitor.” (Should have been statin myopathy)
A report where in one place it said the patient’s father was deceased, and in another said the father was living.
Penicillin listed as an allergy and then prescribed as a discharge medication.
Lab Value Errors included such things as “creatinine 138” instead of “creatinine 1.38.” In another example, the same report contained two conflicting values for the CPK, 3.42 and 172.
Medication Error in Dosage: These are as dictated:
Fosamax 70 mg q. day (while 70 mg is a dosage, that’s a weekly dosage, not daily).
Lasix 400 mg
Metoprolol 500 mg (the dosages I see for this one are 12.5, 25, and 50).
Medication Error in Drug Name: These errors included things like the physician dictating simvastatin instead of Synthroid, Neutron (which the physician spelled) for peripheral neuropathy instead of Neurontin, and even this sentence “probably the gout could be stepped up” (instead of colchicine).
Patient Demographics/Incorrect Information:
This category shows some of the things we often see where the patient was not identified at all, no medical record number given, no date of service dictated, or even the wrong medical record number keyed into the system but the patient’s name dictated which means someone has to catch that. This type of error runs the risk of the wrong information being placed in the wrong patient’s record.
In the category of incorrect information, we see some of the following examples:
“Patient lives in the same house with her daughter in a separate small apartment. Her daughter is married; as well, her daughter is 10 years younger than her.” (The last part made me realize something was wrong, called dictator, he clarified all references should be “sister.”)
“History of hysterectomy for breast cancer.” (Should be history of fibroids)
“9-month-old” (should be 9-year-old)
Speech Recognition Technology
When we started this project, I was contacted by someone who discouraged including SRT errors in this report, with the rationale that “those are edited and the engines learn from it and get better.” I made the decision to include SRT errors for a couple of reasons:
- This is a huge percentage of the errors we see in clinical documentation.
- There is a push in the healthcare industry to accept what is generated through SRT as “good enough” for clinical documentation. In some presentations, it has been suggested that using SRT and Natural Language Processing (NLP) will allow information to be automatically data tagged and entered into the EHR to meet meaningful use criteria.
- Vendors are still attempting to sell the use of SRT with claims that it can do away with transcription costs and therefore pay for itself.
If this happens in health care, I worry about what our documentation will become. With the first phrase being what was actually dictated and the second being what SRT produced, take a look at a few examples:
“Informed consent was obtained” became “informed consent for suicide was obtained.”
“Piriformis” became “para 4 minutes.”
“Indications for procedure” became “indications for seizures.”
“Lexiscan stress test” became “Mexican stress test.”
“Procedure explained in detail to the patient” became “procedure explained in detail to the uterus.”
“She had copious purulent secretions” became “she had alcohol abuse.”
Medication Errors in SRT
These are pretty serious in my opinion. As I think about the potential for technology to create tags that automatically enter things into the electronic record, what I see is the potential for these things to then become orders that create prescriptions or medication orders for patients. And yes, we can all hope that the clinical decision support systems will catch things like this, however, I see many physicians talking about not using those systems or becoming “fatigued” with all of the pop ups such that they ignore them. So, let’s take a look at a few medication errors created by SRT:
Lovaza became Flonase. This patient will still have high cholesterol, but maybe their allergies will improve!
Tramadol became Trileptal. Clearly a medication for epilepsy isn’t going to help this patient’s rheumatoid arthritis very much.
Glyburide became Namenda. These two aren’t even close in sound, and so the patient with diabetes ends up getting treatment for Alzheimer’s.
Ertapenem became metoprolol. This patient will end up with controlled blood pressure, but it sure won’t cure that bacterial infection.
Aricept became Percocet. In this case, the patient may still have dementia symptoms, but they won’t be in pain.
Haloperidol became Allopurinol. For this patient, they probably won’t have gout symptoms, but their psychosis sure won’t improve.
This list goes on and on and is concerning when it comes to patients receiving proper medications to treat their illnesses.
Then There’s the Funny and Absurd
We’ve all seen those bloopers that come from SRT errors. Here are just a few that I thought might give you a chuckle. Fortunately I’m not an artist, but I can imagine some fun graphics for some of these.
“A bolus of meat was present in the esophagus” came out “A bolus of stool was present within the esophagus.”
“Biceps tenosynovitis” became “biceps penis and synovitis.”
“Getting iron on hemodialysis” became “getting high on hemodialysis.”
“He is noting an interest in trying Viagra” became “He is noting an interest in trying vagina.”
“Intrauterine pregnancy” became “in the urine pregnancy.”
“Left labia minora” became “Left labia menorah.”
“Oligospermia” became “Olympic sperm.”
“Processed meats” became “prostatectomy.”
“The patient is stable from a neurological standpoint” became “The patient is stable from a tickle standpoint.”
“The patient should not operate heavy machinery” became “The patient should not operate heavy missionary.”
“The patient was encouraged to continue dieting” became “The patient was encouraged to continue dying.”
What’s The Answer?
The electronic health record is here to stay. We are dealing with it as MTs as well as patients. It’s critically important that the information contained in healthcare records be accurate. The technology just doesn’t exist to make that happen today. Here are a few things I believe we need to do to be proactive about this:
Your Suggestions?
That’s a few ideas from me. Now let’s chat about this. What ideas do you have to spread the word about this important issue and where do we start?
Related posts:
- Medical Transcription: Blankety-blank-blank
- Medical Transcription: Making a Difference
- Calling All Medical Transcription Educators!
- Finding a Medical Transcription Job
- Medical Transcription: On Giving Back
Tagged with: electronic health records • future of medical transcription • quality assurance
Filed under: Clinical Medicine
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After reading this I am even more convinced that though technology does and will continue to play an important role in documenting the care process, this technology should be aligned with helping the documentation specialists rather than the healthcare professionals. We cannot and should not totally rely on technology to produce error-free documentation. With the introduction of newer technology the role of MTs and other documentation specialists becomes even more vital to ensure that information in patient records is correct and does not cause harm to the patients or hinder the treatment process
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Kathy Nicholls Reply:
October 8th, 2011 at 12:14 am
Renee, I agree with you that it should be helpful to us. I think it can actually be helpful to everyone. What is critical, in my opinion, is that the deployment of new technologies be done with all of the stakeholders involved and with a full understanding of the potential risks of using it in certain ways. Until we did this project, we didn’t have real concrete examples to share to tell the story. Because so many MTs felt this was important and contributed, we now have some real life examples of what happens if we’re not careful.
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Kathy Nicholls Reply:
October 10th, 2011 at 9:51 am
Renee, you’re correct here. I think it’s important that we share these real life examples where we can so that more people are informed of the risks. Technology can do some great things in health care, and still we need to be sure there’s a quality check process in place.
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This is very timely information. Our rural clinic system just deployed our EHR; one of the PA’s has complained about not being able to use dictation/transcription which he came to depend on in 17 years with the clinic. He wants to try SRT as he feels he makes too many mistakes with typing and he types too slowly (he also doesn’t like the structured fields, not recognizing he had his own internal “macro” for documenting normal findings) On the other hand, the Project Manager had strong objections initially to any blend of dictation and templates. We will be having a demo of an SRT this coming week; I am glad I am armed with data for all those involved in the demo and in the decision-making process. May I share this link with them?
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Kathy Nicholls Reply:
October 8th, 2011 at 3:11 pm
Noreen, please do feel free to share this. It’s a dangerous slope if it’s done without someone who is qualified doing the editing. Often project managers are simply trying to do what we’re all being mandated to do, save costs in health care. In the end, however, we don’t want to see that done at the expense of the patient. I find keeping in mind that the patient should always be our North Star helpful with that. If you need more information, feel free to email me at kathy@mtinnercircle.com.
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My favorite SRT transgression was dictated as “she came in to be evaluated”, and was typed as “she came in to be violated”!!! Not exactly what I had in mind…
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Kathy Nicholls Reply:
October 8th, 2011 at 3:11 pm
You’re so right and sadly without editing those kind of things will end up in patient’s records. Imagine the way that patient would feel if they read that as as part of their record.
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Hi, I am doing medical transcription now for 12 years and I have started hearing about the SRT the day one I have joined the industry. I have received feedbacks from the doctors, hospitals for some of the silly typo errors itself, which anyone can make out what it was actually meant, and I don’t understand how they are coping or ready to accept the kind of errors SRT making. I am nowadays editing SRT files. To tell frankly, it has made my life miserable. My productive has gone down by 50% and it is really crazy when some resident or RN dictates for the actual physician. I really miss the transcribed files from MTs..Please continue you good work. We are all with you.
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Kathy: I’ll never forget the AWFUL (comical but awful) mistake I made one time and I didn’t proofread carefully enough…and spellcheck missed it entirely also! “The patient was sterilely prepped and raped….”
OW!
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While working in MT I was once severely chastized by a provider for typing ‘inter’ in place of ‘intra’. Two little letters can make a big difference. Keep in mind, this was the same provider who routinely reversed left and right. Any technology used to document a patient’s chart, from pen and paper to the most advanced computer system, will always need quality assurance checks.
Thank you for the great website.
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This is a great starting point and one that can be built on with a much broader study. Anytime an organization does a study like this it is always somewhat self-serving and that can impact how seriously the results are taken, especially by people who don’t want to hear that SR comes with it’s problems. For an MT group it usually serves the purpose of self-preservation and validating the role of the MT and maintaining the MT in the HIM workforce, not that there is anything wrong with that but you want your audience to be able to see past that.
I think that for facilities to take these numbers really seriously we’d need to give them broader information such as how many reports were done in the course of the day the MT found the errors. What percentage of reports have these errors versus what percentage only have grammatical errors. I’d go a step further and then compare the SR errors to the errors MTs are making. The latter is a tough one because not all MTs are QAd 100%.
Unfortunately I think there is also more to consider, and most of it MTs do not want to hear. It is human nature to not want to have your flaws pointed out. MTs don’t take well to anything but hearing the doctors are born of pure evil and stupidity, wages are criminal, and SR is killing patients in a zombie apocalypse fashion. That is frustrating from my side of the pond and I can imagine it is very frustrating to organizations like AHDI and all of the people who want to help this profession find its way in this new era.
I’m no longer working as an MT but work in a role in which I view reports transcribed by MTs (right here in the US) and SR produced reports. When I worked as an MT I blindly thought that all MTs were committed to quality and just about all of us turned out high quality work. I was wrong. I have to read reports for the purpose of abstracting the data I need. The work the MTs produce is absolute crap. I could give you a list of errors transcribed by MTs that is equally horrifying as the list above. I have no doubt ours is not the only facility seeing this quality of work being done by MTs. What is the percentage of MTs doing poor work? I have no idea, but I do know it is happening and as long as it is happening we have no power to argue that we have a valid position on the HIM team. I was trying my best to help create a position for an experienced MT to do the data entry work for our EHR program but while collecting data to prove we needed it I could not use the MTs work to make a good argument that they would do any better than the clinicians! That is nothing short of pathetic.
I am no longer convinced that SRT makes a lot more errors than MTs. Last week I read a report that said the patient had been taken to the “oh are” and the patient was also a “germ” infant. I was hoping this was an SR report and either was not proof read or maybe the MT just missed it. Nope! It was transcribed. I know this because different types of reports are done by different services so I know who uses SR and who does not. That was transcribed by an American MT right here in the same state, so we cannot blame off shoring. I would never ever have thought that MTs were really doing this work quality until I went to work in a position that entails core data abstraction and see the horrifying errors MTs do make.
A study to compare the two would have to be done on a very large scale to get a really good picture because facilities are using such a wide variety of MT services and some physicians are electing to have their secretaries transcribe for them which adds yet another variable. There are probably too many variables to even account for such as MT training (or lack thereof). I could tell you a doozy of a horror story of someone transcribing for a department chief, but I better not. This is probably all a good argument for mandatory credentials, to be honest. That is another topic this position has opened my eyes too. Yep, we need mandatory credentials and not just for the sake of preserving the MT job but for the sake of preserving the accuracy of the data. A secretary who has never even heard of a jejunostomy does not need to be touching a baby’s NEC surgical report. Period.
If I was serving in a role in a professional organization, I’d be putting a whole lot of energy into investigating possibly studying the SRT versus MT errors, but bracing myself for what the ugly truth might be. If AHDI cannot or will not study this (no, I am not bashing the now beloved AHDI at all but the fact is they have not done a study of this)there is no reason AHIMA or CDIA cannot, as the information really does not pertain only to MTs.
Until we have a workforce filled with MTs who are not making excuses and are consistently turning out quality work, I’m not sure we can effectively argue that we’re still viable even in the context of these serious errors. Why should they pay a human to give them crap work when a computer can give them crap work for a lower price? We can blame the doctors, we can blame the MTSOs for pushing SR production, we can blame any number of factors, but when we’re turning out poor work that does not inspire a facility to keep our positions then at the end of the day we have to take some responsibility in this. By and large, MTs refuse to do that. It is never the MT’s fault they are transcribing “oh are.” To make a solid argument that we can do better than SR, we have to all actually be doing better than SR. How do we fix that? I have no idea.
I know no one wants to hear this, but I could completely understand our facility going to SR with no MT editing simply because the MTs barely do better than SR. I think my work was better than that and I’m sure many of you do better work than that, but there are MTs out there doing no better than these terrible errors.
On a small scale, I am studying that right now (on a very small scale) but it is only clinician errors versus MT errors. Let me tell you MTs, it ain’t pretty. There is a high horse that needs to be climbed down from in this industry. To survive the era of the EHR, we’re going to have to bring our A game and somehow, although I have no idea how, fight to maintain a quality workforce.
I would like to believe I was a good MT and I am sure many of you are, but the ones that type things like “The mother wanted a vee back” that I saw last week make it impossible for me to believe SR is really any worse. What can be done to remedy that? What is causing it? Don’t blame the doctors, because I’ve been on both sides of that fence and know it is an excuse. Is it poor training? Is it that we’ve fostered this workforce of people that just do not care about their work? Even if each of us reading this truly are great MTs that focus on patient safety, those dim bulbs typing “oh are” are indeed out there and they are ruining it for the rest of you.
After a brutal punch in the gut last week that I spent a week losing sleep over, I made the decision then to not participate in MT discussions in the future and I have hesitated to say anything on this topic because I have a different perspective, but I feel like that as I have moved into a role where I see MT work from a different side of the pond that if it is unprofessional to say that MTs are making mistakes too, then so be it but so many of us have moved into these roles that I think we have a valuable perspective. Heck, if you notice the initials by the names of our AHDI leadership you’ll notice many are not MTs either, but even if your paychecks come from fulfilling different roles we do all have at least two common goals; advancing our own professional endeavors and maintaining patient safety. I’ve been wishing AHDI would say something to this effect but there again is self-preservation and if any indication of blame is perceived to be placed on the MT, well that is going to go over like poop in the punchbowl so I can understand it not being a wise position to take.
That’s just another perspective for you. SR is making serious errors, but for facilities and clinicians to care about it MTs have got to be doing high quality work that is without a doubt better than anything SR is producing.
[Reply]
Sarah Reply:
October 13th, 2011 at 4:21 pm
Holy moses that was long, sorry about that! I never read long winded posts and there I go and make one.
This might be interesting to some of you just in the way the information is presented. It is related to coding and documentation. http://www.trailblazerhealth.com/Tools/Notices.aspx?ID=13969&DomainID=1
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Kathy Nicholls Reply:
October 13th, 2011 at 5:51 pm
Thanks, Sarah for your input. I recall you telling me that what you’re seeing could also be the result of a bad MT service, so there are way too many variables to paint anyone with the same brush. There are good MTs, good MT services, and many who do care about quality. I agree we have to approach it from all sides. However, what I am also seeing is that it’s simply not true that people aren’t interested in the study as we have it here. We’ve had lots of inquiries and responses to it and I’ve had some interaction with physicians who believe this is but one of the many challenges with the push to the EHR. If you read Lea’s note below, this has been discussed at both AHDI and CDIA; it is my understanding that the resistance to the study came from CDIA leadership and not AHDI leadership, however, I wasn’t in those meetings so I can’t verify that. I’ve also always believed we need to be accountable for our own quality, putting other things aside, and we’ve had posts about that here. Sorry to hear you won’t be participating in MT discussions; you will be missed and yet we understand you have a need to move on since it’s not what you’re doing anymore.
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Sarah Reply:
October 13th, 2011 at 9:16 pm
I did not say that no one would be interested and did not mean to imply that. I hope you’ll reread what I wrote because I just did and did not say that no one was interested or would be. I think if a broader study was done that would be very beneficial to everyone though. We cannot leave too many questions open such as how many reports was this from. Did the MT have to do 5 or 50 reports to see one error like the above? A big organization could make that happen and I am sure they will in time. I think it needs to be approached from a more objective perspective than saving the profession, no matter who does it. Like I said above, there are some great MTs but the ones that are doing bad work, whatever the overall percentage might be, are making it hard to advocate for the group as a whole.
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Kathy Nicholls Reply:
October 13th, 2011 at 10:13 pm
Thanks, Sarah. No doubt the more data anyone collects, the more information is gleaned. This study really never has been about saving the profession frankly, it’s always been, as the name implies, about protecting patients. Advocating for the profession has always been a tough job. Still, we need to do it. And in the end, what we really hope to do with this information is advocate for the patient. In the end, if the patient is truly the North Star in health care, the rest should be easy.