The map below shows the health posts and centres we’re currently working with, there are a few missing as I’ve not got all the GPS coordinates yet, so I’ll add to these as soon as I get the data (and some photos too):
The map below shows the health posts and centres we’re currently working with, there are a few missing as I’ve not got all the GPS coordinates yet, so I’ll add to these as soon as I get the data (and some photos too):
Last week Roman and I went back to Ethiopia to visit the phd student projects. I posted a brief summary of our trip on my blog, and here is a short video from one of the training sessions Henock was running with the HEWs:
We’ve recently been looking at how we can embed some of the Open University HEAT training content (for HEWs in Ethiopia) onto mobile phones and have these integrated alongside interactive self assessment questions (SAQs).
We restricted the content to just putting the introduction, learning outcomes, summary and SAQ for each of the study sections, otherwise there is far too much text content for users to comfortably read on screen – so this is designed to supplement (rather than replace) their existing course manuals.
The quizzes can be taken anytime, whether they have an internet (GRPS) connection or not, and results are submitted back to the mQuiz server (or stored for later upload if no connection is currently available). All the content and quizzes are stored directly on the phone. Users need an internet connection to initially log in, but once logged in they won’t need to re-enter their details (unless they log out or change their password).
Their SAQ results are stored on the phone, along with a ranking for how they have performed against others who have taken this assessment exercise.
Here is a quick demo video of this running on my mobile:
The next steps are to test embedding video and audio content.
The Health Extension Workers (HEWs) in our maternal healthcare project have now been using the smartphones for almost 6 months, so we’re starting to build up a really good picture about what works and where there are issues. Most of the information here is based on field reports Araya has been sending back following the training sessions he has been running and follow up discussions with the HEWs.
For the last 2 months (since mid-November), the HEWs have been using the phones for recording real patient encounters, previously they were submitting test data, whilst they got used to the phones and protocols. We now have around 200 patient encounters recorded from 10 HEWs and 2 Midwives, including 12 delivery records.
The feedback we have received from the HEWs and midwives has been very positive. They seem most comfortable using the Tigrinyan versions of the protocols, HEWs can switch between English and Tigrinyan and are free to enter text data in either Latin or Ge’ez script, although very few questions require any text input. The HEWs and mothers seem very happy with using the protocols, as it checks that all the right questions are being asked during the patient encounter.
From a technical point of view, the phones are working well. There are some times when the GPRS connection is poor, so the HEWs are unable to submit the records immediately, but they are able to once the connection is restored a day or so later. We don’t seem to have had any major problems regarding recharging of the phones, although some HEWs have commented that battery life can be poor.
The main issues we have come up against so far are:
Patient Identification. This was always going to be an issue, since there isn’t a standard regional/national patient record number we can readily use. Each Health Post records patient visits in a log book and the patient id is simply the number of the next row in their log book. To try to save confusion between patients having different references in the log book and the electronic protocols, we are identifying patients by a combination of the health post name and the id from the log book – which also makes it easier to cross-reference between the two systems. Unfortunately we are getting a number of cases where patient id numbers are being entered on the protocols inconsistently or incorrectly. This may cause a visit record to be recorded against a non-existent patient registration, or, worse, against the wrong patient. However we are recording the patient age and year of birth on every protocol form submitted, so this helps to identify where errors may have occurred, but would be good to try to stop this happening in the first place. We are looking at a variety of ways in which we can resolve this, for example barcodes or fingerprints, but none of these are easy to implement.
Length of Visits. Some HEWs have mentioned that using the protocols takes a long time. I think it was always likely that the protocol forms would increase the time for a patient encounter. Not necessarily solely due to the technology, but also because we are asking them to ask quite a comprehensive set of questions and a physical examination. Previously, without the electronic protocols, the patient encounters may not have been as thorough.
From the start/end times (automatically logged by the phones) we can identify roughly how long an ante-natal care visit takes a HEW to complete, for an ante-natal care first visit the average time for the patient encounter is around 20 minutes
HEW engagement. We have a wide disparity in the number of visit records being entered by different HEWs. Some are recording visits regularly, whereas others have hardly entered any. We are looking in to the reasons for this and how we can encourage those who aren’t participating to take a more active role. There are many possible reasons for this, perhaps technical issues, not understanding what advantages using the protocols may bring, or that they have been out of post on other training.
Over the coming few weeks we hope to find ways in which we can address these issues.
Recent posting on the OpenDataKit blog about our use of ODK to improve maternal care in Ethiopia:
Digital Campus is a not for profit company specializing in technology development in emerging countries. For several years, they have been working with Mekelle University (Ethiopia) and are supporting a PhD programme in public health in conjunction with Alcalá University (Spain) and Maastricht University (Netherlands). One of their projects is researching ways in which mobile technologies can help to improve maternal and child health care in rural areas of Ethiopia.
Read the full post at: http://opendatakit.org/2011/10/using-odk-to-improve-maternal-care-in-ethiopia/
Couple of short videos from our recent HEW training sessions:
Last week I spent several days visiting the training Araya and Florida are running to show the groups of Health Extension Workers how they can use smartphones for data collection.
We first visited a group in Adi Gudem (about 30km south of Mekelle), they’ve had the phones for several weeks now, so are already familiar with them. The training revolved around them using an updated client application (we’ve also changed the server software to use OpenDataKit, but this ought to be invisible to the end users) and the new ante-natal care protocols that we’ve developed over the last few weeks. For the second group in Wukro (about 40km north of Mekelle), this was their first training session, so they’d not used the phones at all before.
All seemed to go well, we had a couple of technical issues that I need to look at this week – but this is to be expected given that we’re still in the technical feasibility stage, we won’t be starting the intervention study until early next year. One of the issues we’re still finding is the level of English of the HEWs – it seems likely that we’ll need to provide the protocol questions in both English and Tigrinyan.
Some photos from the training sessions (plus a few other pics):
Just gave my presentation at BarCamp….
Am back in Ethiopia for the next couple of weeks – whilst writing this, I’m listening to a presentation about blogging in Ethiopia. Currently there are very few blogs running in Ethiopia (for a list of the main ones visit http://ethiopian-blog.com)
The BarCamp has been very good so far, several hundred staff, students and others from universities and other organisations across Ethiopia, although I arrived slightly late this morning – the traffic was pretty bad – but fortunately I didn’t miss too much. The sessions this year seem to be even more varied than last year, though still quite technology focussed. Quite a few staff and students have made the trip down from Mekelle Uni, so very good to see them here – especially the elearning team and lab attendants.
Have just been to presentation about localisation by Google. Tomorrow I’ll give my presentation about using mobile technologies (smartphones) to improve maternal healthcare. Hoping to get plenty of people to come along – though Google are giving another presentation at the same time, so hope they don’t lure too many people away from attending the other sessions!
As I’ve mentioned before many of the Health Extension Workers (HEWs) we’re working with have trouble using the Gregorian calendar. Much of the work we’re doing with the HEWs depends on them having a good idea of the expected date of delivery for pregnant women. To help the HEWs calculate the expected delivery date, in Ethiopian date format, for the pregnant women they are working with, we have developed a small application which gives them the expected delivery date based on the date of the last menstrual period.
With the application the HEW can enter the last menstrual period in Ethiopian date format and it will give them and the pregnant woman the expected delivery date in the date format they are used to using in their day-to-day lives.
We’ve made the application available for anyone to download and use on their Android phone – just download the app and install on your Android smartphone.
I should give a big thanks to the developers of Joda Time (a java library for working with alternative calendaring systems) which made the development of the application so much easier!
Any feedback or comments welcome. If anyone is interested in developing the application further then we’re very happy to give access to the source code – just contact me