0:00:00she wishes it is
0:00:01actually to right
0:00:03so
0:00:04actually in three years there
0:00:07as there are five percent for administration and finance and their c o r and
0:00:12their march
0:00:17you know responsibility i also have the data so i was very
0:00:24happy and we have lots of fun getting c one
0:00:29i checked their agency well
0:00:32but it because the
0:00:33the data we use evidence that
0:00:36you
0:00:37off to do or who correctly that were very fortunate to have body of data
0:00:43but also i
0:00:45the next and its own organisation data was structure
0:00:51partly to start off
0:00:54so
0:00:56i'll just kind of go to the
0:01:00or the friends he and making good but there are some questions such a if
0:01:07you guys here
0:01:09so use of evidence by the way this task
0:01:13i used quite a bit in
0:01:15so what for asking for one
0:01:19for i don't be around the time we present it was very interesting evidence evaluation
0:01:25so i'll make a hundred million dollars for a while but you request
0:01:33i understand
0:01:34but separated but getting out of the structure there especially this kind of textures
0:01:42but i use this deck
0:01:44to help with that a that sort of what source worldwide would actually looking for
0:01:51what is that
0:01:52the use of
0:01:54average very fascinated by
0:01:56i would still
0:01:59really
0:02:01i it starts off with respect programming for country selection to that's the decisions to
0:02:06a one or two evaluation and the evaluation two quantities in more detail
0:02:15but it is really is well
0:02:18stuff
0:02:20what
0:02:23and c
0:02:24so
0:02:25also with the
0:02:28each country to be a little so that we're looking here on the with the
0:02:33big rate countries will incorporate the one that will call a and they have to
0:02:40compete against each other a thing is twenty six criteria
0:02:44these criteria indicators for actually therefore it is not in scenes
0:02:50i
0:02:51a lot of it is more like a greater
0:02:55a transparency international us to types of data is that they have to ask
0:03:00a one indicators a but there are two for rules
0:03:05each of the countries that the past i think that the score above the median
0:03:08power control corruption and the control corruption indicators or actually very interesting a set of
0:03:17data for corruption and then they also must press the virtual or local rise for
0:03:25solidity so they have elected
0:03:30so there's take a look at
0:03:31a country much i just a little bit this morning by the way with f
0:03:36one fifty are the indicators
0:03:41next we use the mc work but in removing selecting countries using the score
0:03:49scorecard also channel you can see in three categories its economic freedom investing in people
0:03:56who justly
0:03:58also economic real it really is all about how we manage their economy
0:04:05and how easy is it is this
0:04:07there so we use a lot of the right
0:04:10so do this is relevant where quality three policy all that
0:04:17but
0:04:19what's interesting here is to have a real focus on gender
0:04:24you can see there's there are trained and i met i see on a card
0:04:32ran rights you know course hounds in use it to start a business can you
0:04:36see
0:04:38can
0:04:40and then investigated people probably there are
0:04:46education primary education expenditures
0:04:49right
0:04:49also a girls verification mission
0:04:54rates
0:04:54so those are your at least one indicators were
0:04:59just be adjusted about
0:05:02we years ago
0:05:05quite a lot of
0:05:07indicating syllable source side of all indices
0:05:11request will just against the political rights and it's a rings
0:05:15i have
0:05:16okay
0:05:18at least one
0:05:20and then they have to pass you can see how
0:05:24three buckets
0:05:26control corruption democratic rights and it has to be green in all three
0:05:32i am able to for instance
0:05:36right so
0:05:37a
0:05:39i
0:05:41our current research has to
0:05:45i
0:05:46so i is green a and we're
0:05:50we are going into the second column
0:05:55a five hundred million dollars focus on
0:06:00electricity how
0:06:02okay power africa
0:06:03the power of the country
0:06:06strikingly
0:06:07yes selections i so every year we take
0:06:13a greater you can see unesco don't we don't know
0:06:19three vowels
0:06:21really nice so it is interesting in that
0:06:25this problem of data
0:06:27was the first set of data that i actually got open data or instance i
0:06:35go over there is data is now available machine around with it
0:06:44what brings with it
0:06:46a police or report data so some of these data
0:06:49what is actually so we have to pay
0:06:52okay so there is no variation of are not so we can retire overall there's
0:06:57yes
0:07:01we or something but it's a pretty good
0:07:07several
0:07:09very rich set of data that you can download a we have about all three
0:07:15years with this thing that l
0:07:19and
0:07:20i talked to some
0:07:23one residual like a
0:07:28a courthouse on your right that there are variations looking into classes were held in
0:07:35american companies
0:07:36invested in africa not get rescored hearts zero approval for them to say hey you
0:07:44know but this was channel is only using this now the
0:07:53means of units
0:07:55that is
0:07:56of course
0:07:57you know each investment has it all
0:08:00challenges for
0:08:03a due diligence
0:08:05so that's selection and wore a race
0:08:09the what makes a decision based on that
0:08:11score or by consider your you have to actually has this work or your
0:08:19in the middle of
0:08:22you know
0:08:23providing for example while we're actually developing a for example we have
0:08:31zero at all
0:08:32still there is
0:08:35we did what challenge for both right now but
0:08:39a serial
0:08:41where all the way it has the second here the words is
0:08:47they don't
0:08:48well we may not want to go best easily lost
0:08:54opening a has this work or moreover over until the last year
0:09:00begin
0:09:02and it's the control corruption indicate that
0:09:06according to the speaker is very interesting in that a uses their the beginners therefore
0:09:13indicated that it's a lot of stress
0:09:16going to sort of the
0:09:20perception
0:09:21did you pay bright or contestants how thinking it shows you have to be
0:09:31to get classes
0:09:34so those
0:09:35a perception kind of questions are very you know if there's of states
0:09:42in the country
0:09:44that could sway people's perception so
0:09:47these
0:09:50to one indicated very challenging the amount is not
0:09:54their robust
0:09:57in the united states
0:10:00it's united states have a i mean they're herself
0:10:05but you would be that are covered i
0:10:10i think there is really less challenges i
0:10:13as well so anyway so once what makes a decision
0:10:17there were gonna
0:10:19go and develop a compact we with the country way to go through what we
0:10:26call use investment decisions
0:10:28of course is constraints analysis it's really
0:10:31i think it's will big condom is
0:10:35that this is true where i five within the country one of the
0:10:43major constraint but only constraints that go
0:10:48is it is it the error
0:10:50these
0:10:52but we used a constraint analysis or on a website so i would urge you
0:10:56guys to go into work is
0:10:59but
0:11:00basically holding in or is it
0:11:03is it will is infrastructure rules that the you know why constraint in six is
0:11:09the power something that is
0:11:13well in sometimes it is all of the about
0:11:15that's
0:11:17is it human development might be george of we also they
0:11:22i think work with the very
0:11:24of the regional banks but also will think in hoping us
0:11:29and this has a lot conversations with those of society
0:11:34all right
0:11:36a kind of like you just the purest but increases strategy to what we option
0:11:42strategies i hope that the whole process
0:11:47well
0:11:48it is there was a canonical
0:11:50one of the binding constraints to a canonical so it also for example the biting
0:11:57constraint what's motes
0:11:59so were
0:12:00our second call heifetz focus on rules
0:12:05in the structure
0:12:06a lot of it is infrastructure okay it tractable commodities is also a situation but
0:12:14so it was also
0:12:15is described in a crime that the big issue
0:12:20it's not a
0:12:23in r o in indices whole competency two point so we
0:12:29right
0:12:31the others
0:12:33i think your
0:12:34but so we do the straight analysis
0:12:36there is a was unchanged analysis time do what we call program logic
0:12:44once we determine what the sectors or
0:12:46and then what with the country's one where you can with this sectors where
0:12:52we put of o
0:12:54what makes sense i that's working with the country and civil society there
0:12:59once
0:12:59that's done then
0:13:01the low is what we call this program logic at the same as a as
0:13:06well right you know that
0:13:09what are used laughing and now it's a one
0:13:14e
0:13:14the results are exactly the same thing right
0:13:17and if you can
0:13:19see most
0:13:22it is harder for you get to you know what's outputs are very easy you
0:13:28need to me it immediately outcomes are easy
0:13:32getting into me you
0:13:34outcomes of a little bit harder
0:13:36so we look at this design about this particular example was about the performers training
0:13:43you know the right project
0:13:47in me you
0:13:48outcomes was is that option of improve practise this one and l o and cultures
0:13:53a terms of a cultivated using i am cross
0:13:59but most
0:14:00don't or stop there
0:14:01we tried you go beyond that increasing crowd you increasing for me
0:14:08and then you on that we actually go to
0:14:11household income this is where the impact evaluation
0:14:16comes in this household income probably option so
0:14:20this is
0:14:22that's the pork
0:14:23i are far right actually should is it is due to what you in so
0:14:32we try to a
0:14:34with
0:14:35what are the
0:14:35hi is the number of the impact evaluation of people you know
0:14:43actually
0:14:44when a little bit to fourteen what impact evaluating everything
0:14:49test
0:14:49it also that's okay
0:14:52so can only a cost benefit analysis
0:14:56for each proposed project
0:15:00estimating income
0:15:03the council income
0:15:05and then
0:15:06making sure we have some
0:15:09it's ten percent is the error rate of economic we turn
0:15:14a more goal to do without that
0:15:21okay now turn so this particular example sinking their a financial sector before
0:15:32monica modeling
0:15:37so this one and i mean in a really trying to ten twenty eight so
0:15:43in this work with or we can only
0:15:47sometimes
0:15:48a in is the vice president
0:15:51the on the in your the investment management committee so as to some of these
0:16:00sometimes projects as
0:16:04like any other there might be useful be useful thing we have some challenges of
0:16:10on the in so we are always looking at exact not very true and s
0:16:17changes to the scroll
0:16:20of course of the project
0:16:22one way to a the compact ones that is this i will go to a
0:16:27compact
0:16:28you got to the compact as well as about
0:16:33twenty seven months in the coffee
0:16:37and then you five year statutorily in as well
0:16:42the compact itself it can only last by so once we store once we signed
0:16:48a what we call the intrinsic force
0:16:51entry into force but
0:16:54i one
0:16:56it's five years
0:16:57if you don't position five years
0:16:59we take our money
0:17:03we don't likes that we can i say
0:17:05and it's been several experiences we have money table
0:17:15mozambique
0:17:18you know specifically
0:17:22some of the boat image so
0:17:24i
0:17:26it's a it's a pretty there is a two
0:17:29like i well
0:17:32i the you know what would happen issue
0:17:37the one was uncertainty all the equipment once
0:17:43i thank dr
0:17:45the conveyor belt and
0:17:47to the i t one
0:17:50we have it should be more ball
0:17:53the building
0:17:56it's a little to the catch one to some situations where are the problems
0:18:01organisation where you sure infrastructure to actually projects in a given i do if you
0:18:09don't do not work six
0:18:11so that's why the twenty seven months of the three
0:18:15create a high is the mean what we
0:18:18mean for that
0:18:19and that's there is some question about
0:18:24whether
0:18:25this is the rime
0:18:26since all and also is actually a good experience in some countries it may not
0:18:33be me you for the t
0:18:37icily and putting exactly the together this whole
0:18:43a challenge cat
0:18:46n
0:18:47quite a higher c you think of word you're so it is actually a starter
0:18:52or station their role in which they can count
0:18:57and that the it it's pretty a insulated
0:19:01implementing agency
0:19:04the four
0:19:05and we have some c in
0:19:09onboard hardly
0:19:12select years ago seattle
0:19:17somewhat i mean it it's
0:19:19a lot of it is it can be ownership
0:19:22you know that it can choose but what c
0:19:27the more have some six years
0:19:30so i
0:19:31to see but i really high
0:19:36but also
0:19:38is not so
0:19:40but here we can also had to what is that all the is this variation
0:19:46and cancer are selected it is not part of the
0:19:52countries
0:19:55it wasn't system or anything
0:19:59but it
0:20:00i
0:20:01there's
0:20:02what questions about the show
0:20:06it is interesting to talk case we finished or
0:20:10gonna one compact
0:20:13i three
0:20:13couple years ago
0:20:16and the five o'clock was ready now be more finishing the roots and i remember
0:20:22was my around my first
0:20:25wonder so what i started at n c
0:20:28the cu all set
0:20:29okay although you clearly show
0:20:32i
0:20:35and by golly dekai the in the in the role of a right to somewhere
0:20:42used to take four hours now i think what about minutes some like that
0:20:47and i and what are you when you the ribbon cutting came home moniker planning
0:20:53with the guinea
0:20:56and he was talking about how great it was easy to but people were out
0:21:03there now
0:21:05and they finished is so
0:21:08i
0:21:08the five o'clock is
0:21:10a low
0:21:13more so
0:21:16maybe stretching
0:21:18education
0:21:20you education
0:21:23well sometimes what are the intermediate outcomes the required word get two thousand two hundred
0:21:30this is just the all so it seems to be that there are a set
0:21:34of intermediate come
0:21:37writing of the ultimate
0:21:39that are more data capacity building and those kinds of things that should be articulated
0:21:45you know early on as if you're gonna get to the ultimate goal you have
0:21:49to worry about you are here in achieving these goals in those to be really
0:21:55we articulate "'cause" this is kind of this like the model from came here from
0:21:59here because you don't have the rules to get the also so those so i
0:22:04think that you're evaluating each year utterances real key part of the system and then
0:22:10what goes in there
0:22:11a given context we can be critical i think
0:22:16as we know what you interval actually able to start the car
0:22:23these indicators change over time and it is not a set take the here
0:22:33is sometimes
0:22:34don't have those
0:22:35how many kilometres of role bill or how many i teachers training right so the
0:22:45intermediate what are those indicators that i two m h m what michael this absolutely
0:22:53so
0:22:55one second here is so that we think it'd i for their remote control
0:23:02did you are ways of taking what you are experiencing finding it also or
0:23:08i think that's where a lot of our struggle we talk about how we do
0:23:13that i project or
0:23:15you may not successful what between our
0:23:19what can to some woodworking or better because of what right and it's more than
0:23:25canadians helping salvadorian is not you know us we also yes so we actually spent
0:23:33a lot of money one time
0:23:36doing what we call apologist we don't here we go there is we bring them
0:23:41altogether the teams
0:23:43recall
0:23:44color channel or silences we you have a college we have
0:23:50while reevaluation college infrastructure college system
0:23:55explicitly sell or what
0:24:00from a low parallel
0:24:03and just
0:24:06crashed colleges
0:24:08one thing here we do you know because it's not just
0:24:13however the role but it's all the legal framework around it all the procurement
0:24:19a process these around it
0:24:21all the financial
0:24:23you know
0:24:24i
0:24:26requirements around it so this
0:24:28it's a whole systems approach right
0:24:30it's not just
0:24:31but we probably don't well as
0:24:35see for i think
0:24:38as well
0:24:39right
0:24:40question so something to
0:24:43the sudanese experience
0:24:46and the end of the five years for different points
0:24:50i assume there are
0:24:52reports this method a description the process are regarded where we are in our next
0:24:59and so far questions what those reports selves i two other
0:25:07project so the convex i use because what the world a file was that all
0:25:12these reports just sit there and initial right and it is that your experiences
0:25:20you knowledge management is big challenge also
0:25:25i mean you guys
0:25:26do the sectors right presumably the sectors or are supposedly
0:25:32you know
0:25:33sure you know which allows smells post i
0:25:40we try to as well as actors but it's also we was very interesting
0:25:48that
0:25:49organisation that they started to do implementation
0:25:53it can go in the first time i don
0:25:56the use that
0:25:58system the design that wow this is a good where you can we
0:26:02infrastructure
0:26:04we also sell the side key that new but one
0:26:09building durable
0:26:12you the other people's money and were successful
0:26:18annotation you guys and that's right speech recognition process so if you is running time
0:26:28you are
0:26:31so once i is a
0:26:34this paper and cc that i
0:26:38i will have one next year using it as the
0:26:42and you procurement into fiction
0:26:46so we see that role success and that could be share this
0:26:51with
0:26:52other
0:26:54of the countries that are you know
0:26:56of doors the same thing
0:26:59so on
0:27:01it all their say just dissolve
0:27:03it so what secret sauce a that the el salvador have a lower
0:27:12anyway so you are hours the country's create these your
0:27:17we know
0:27:18you don't do these ourselves so a lot of it is kind
0:27:22process used
0:27:24we have more statistics is already way i
0:27:29but anyway so
0:27:33there is also beneficiary analysis
0:27:36we estimate you know specific income across
0:27:42regions the cross gender
0:27:43it's very interesting we do these constraints that i thought i
0:27:47two other process easier to analysis that you while the constraints analysis
0:27:53what is
0:27:55a gender
0:27:57gender analysis what
0:28:00or their particular
0:28:03issues with that country that l
0:28:07it is down to a base
0:28:10as it is a very much should focus on genders
0:28:14maybe other
0:28:17analysis that do is privacy their what are the six
0:28:25because we're as not a good enough that politics but what are these projects that
0:28:32to secure investments
0:28:37so these are the beneficiary
0:28:42analysis
0:28:47very conscious
0:28:49i'm wondering silences
0:28:53and they're so
0:28:55what is not a condom is cost a that no
0:28:59i understand i
0:29:05but
0:29:06are there is a large economic t that looks at
0:29:11looks at all of these things their hopes that the countries
0:29:16would
0:29:18how much work are how
0:29:21this
0:29:22i these projects
0:29:24specific projects this one is
0:29:26education project is you can see
0:29:30i guess but many researchers depending on how big the
0:29:35small hundred employee three under how many three i was
0:29:41right that's by
0:29:43there was about twenty one
0:29:48how were used every structured around thirteen or is expressed in this country out there
0:29:53are some similarities are it's supposed to be you know when it is easy to
0:29:58create
0:30:00supposedly you
0:30:02a lot of money to these countries
0:30:05go and
0:30:07where just gonna an oversight
0:30:09what has worked out that way i
0:30:12it doesn't quite work you have to be it i will all the way you
0:30:19use of something about some confidence all process
0:30:26you
0:30:28in we have the same problem educations make the you know like we should be
0:30:31focusing on developing only once q sorry responsibility for all
0:30:38restructuring to do is we make great detail information demonstrate skills as opposed to being
0:30:45self regulate itself
0:30:48in this way is a direct analogy so if one of the ultimate in s
0:30:53that let's try to
0:30:55tolerance was to what extent you a these modern systems management
0:31:02as sort of prominent part of your institutional structure you know that's one of the
0:31:08alternate index and then so now i you the assessment
0:31:13driving
0:31:15people's behaviour in a way that when you leave you must something and it is
0:31:19gonna continue to serve the interests it's interesting here is it
0:31:24it's a very challenging dynamic about the country conclude that
0:31:31we try to
0:31:33as much as possible
0:31:35needed to the country to make decisions about what is that what the twenty two
0:31:40tested for example georgia we just went that a couple years
0:31:45george it can be it is it
0:31:47we more at this is the education what
0:31:51we "'cause" we decided in the constraints analysis that
0:31:55you don't was biting constraint will
0:32:00so we knew the education okay
0:32:02so that
0:32:03this is all be one of the election
0:32:06the then parameters are set
0:32:09we want to train state
0:32:12university
0:32:13it is
0:32:15georgia those of you
0:32:18what we did analysis
0:32:20there were very many people who write with high school where the university square so
0:32:29well what i mean the negotiations on
0:32:32one two percent
0:32:35wall
0:32:37and then election that all that stuff that's
0:32:41carried out
0:32:42the one
0:32:44while into their they do very true but not a whole
0:32:54right inverse but that would be working with their first
0:33:01vocational
0:33:03i mean i is the same there too
0:33:07though it a lot of it is that
0:33:08okay work
0:33:10to make sure we use
0:33:12going in that direction is right or projects
0:33:18is one on by the by
0:33:23it has a better sense
0:33:26six c and a wish
0:33:29by
0:33:33even though the money it's by we write
0:33:36i think that
0:33:39right
0:33:41the
0:33:42it is
0:33:44it actually striving incentive
0:33:47behaviour
0:33:49the only all
0:33:50for example
0:33:52the week here
0:33:54you're another job of the people are right now
0:33:59those two countries to could be
0:34:03well
0:34:04the actually created partners result is
0:34:06at in c a
0:34:08you know without i might not have time
0:34:11they decide what do also recordings
0:34:15which ones they fail and in the focus or in teamwork with the forty
0:34:20eight indicators in figure out how big
0:34:24and library say they
0:34:28me the criteria word
0:34:32so
0:34:33without from i
0:34:36leading to a about the really very that the
0:34:40the study
0:34:43are you guys to get really very i think it is very developing countries you
0:34:52show us to sort of questions about which
0:34:56scores of indicators with most of which you
0:35:00in terms of
0:35:01thank you
0:35:02how work in your
0:35:06the one sets
0:35:07i cc came l what we have one
0:35:11you know along with i think that do business
0:35:15do this is we work
0:35:17but i it would be real interesting
0:35:21thank you guys that it anyway so that's
0:35:26beneficiary analysis so
0:35:28to talk a little bit about the results
0:35:32continual
0:35:34when the what we call and see what i just described as the mfcc because
0:35:41there is a large part of money in the book
0:35:45and of it is really
0:35:47change behaviour to be beyond with but anyway so we do a lot of these
0:35:54a policy performance in word for us to a in the second cup so
0:36:01countries
0:36:02there are eligible
0:36:05obviously are
0:36:10or rising legislation for cc actually access to look at countries with it
0:36:20and
0:36:21many of the what gradually
0:36:23it will make
0:36:25but also
0:36:26we'll go word
0:36:28where they have taken the me
0:36:30the twenty any control corruption in the democratic
0:36:37to keep country
0:36:39strictly
0:36:41you know i wish i
0:36:45less the over the meeting the criteria so
0:36:51or
0:36:53what little
0:36:55is still there but certainly we're now going back to the those countries that has
0:37:01the first time
0:37:03it is now becoming second car
0:37:06i don't know
0:37:09what do that i will colors elsewhere for their help but certainly will now into
0:37:16the second way
0:37:18but in
0:37:18terms but when they're
0:37:21how you eligible for the second cup you have a higher verbal in a higher
0:37:26verbal is policy performance
0:37:29where there had me
0:37:33we did you know whatever sector they period
0:37:36syllables set there
0:37:38no i have to set up well able to be it's fine yet to policy
0:37:43for around four wheel center so we actually a lot of analysis with the
0:37:50how well i don't policy
0:37:53a all seen in institutional reforms
0:37:57that a
0:37:59or part of that one c
0:38:01once they have to determine the energy sector for example
0:38:06the energy seconds
0:38:07is
0:38:09the biggest by the constraint well to economical
0:38:15private sector has to be are willing to come in it seems that
0:38:22then and are represented seventy five dollars with projects right
0:38:29right
0:38:29your whole institutional
0:38:32is this mess
0:38:34in total
0:38:36it's no
0:38:38it it's not a seeker i know to anybody in auditory you knows that this
0:38:45is a well
0:38:48all that actually
0:38:51for that
0:38:52so we
0:38:53me when you
0:38:56the negotiations three contract negotiations
0:39:01was very difficult where they have to make serious commitments
0:39:06well what we call a series of condition press for instance
0:39:13they have to be widely be okay
0:39:15even before inside a car
0:39:19and then you have to me
0:39:20where is that you can take a look at some of these conditions present it's
0:39:26in are in a website compact way so
0:39:32one of the conditions we gotta
0:39:34there's to a whole
0:39:38itself utilities are separated to sell
0:39:43in gonna
0:39:46that the three
0:39:47well what that have to
0:39:49okay to a prize at the session
0:39:53in order to be able to actually side
0:39:57so
0:39:58that a long time lexical while and i do for the ones that there
0:40:07can do this kind of questions
0:40:09also
0:40:11bad
0:40:14the role in this is
0:40:16a critical for us and of course then we do but we monitor the inputs
0:40:21the outputs the outcomes alternate the
0:40:25in packs
0:40:27information is collected during right
0:40:31right
0:40:32crap internally the next person doing a similar front-end i don't gonna at some other
0:40:38country can look back and say how did you get private sector style and their
0:40:44well
0:40:45what did you do and twenty seven months to eight
0:40:48is there much human mostly conversation there is a relational so
0:40:55in order to do these constraints analysis
0:41:00hacker data
0:41:02and
0:41:02can focus on data
0:41:05there is a lot of
0:41:06well i data in countries
0:41:10cool dark
0:41:12countries right so like your we went
0:41:17were trying to understand what is what is not data but what i'm and one
0:41:22maybe
0:41:23instances we had to go and
0:41:26the
0:41:28so
0:41:30part of the challenge is that
0:41:33many of these data is locked in what i call
0:41:35s try to jail
0:41:39it's all sharing that it's been
0:41:41really an upper part to try get
0:41:44all of these data into some
0:41:47sure
0:41:48capacity people
0:41:54the all the constraints analysis those are all of the data
0:41:58but it is all of it will call types in fact that whatever is that
0:42:04i work with the in be at work with idea
0:42:09is to t
0:42:10the look at some of these constraints have a high constraints houses
0:42:14because it would be helpful to every
0:42:18once you understand you know within each of the sectors
0:42:23between when you talk about you know
0:42:27so this will structure quantity but is also increasing
0:42:32even more unstructured but a lot is even these emerging social media there is you
0:42:41know annual reports from business the company words in this way more a given quantity
0:42:47and how are you well
0:42:50well so that for you
0:42:53i think is that since i reply and joining the company i same
0:42:59a score media technology mostly the focus on home
0:43:07exactly at the moment but i'm working on a project proposal we africa
0:43:16they're very interesting
0:43:18i
0:43:20you know he
0:43:22the in
0:43:24putting a lot of these
0:43:26statistical data volumes
0:43:28and a lot can look at your
0:43:32lee
0:43:33six months to your
0:43:36well that's
0:43:37and i
0:43:39so they really interested in looking at i using clean data
0:43:46technology we need
0:43:49although but it is now
0:43:51because of the they have to control corruption it's been to your cycle it was
0:43:58the accent so
0:44:01and
0:44:01ninety five percent
0:44:03the exit it really is
0:44:07okay
0:44:09so what we plan to you was
0:44:14technology
0:44:16access to the
0:44:22challenge in this country is can you just can't remote company are sort of on
0:44:29the task as it almost the whole huh
0:44:33right
0:44:34and you know what would be answer
0:44:37i one i don't know what who you know
0:44:42it should be comfortable first
0:44:46asking
0:44:48questions that but that
0:44:51where
0:44:53try all kinds of
0:44:56but with all due to excess
0:44:59so just this is
0:45:02also just looking to the future calling my meteorologist technology
0:45:11using
0:45:14it's not be too long for every
0:45:16vol
0:45:17the weather station and so now
0:45:21the more points of data meeting the better you can predict what and to some
0:45:27extent as the abstract well as we
0:45:33so it may be that you
0:45:35people take pictures marketplaces
0:45:39other kinds of in the right things the and you have access to it is
0:45:44no if you know i that's so it weighting going to be where you are
0:45:52today i've used no matter
0:45:56absolutely
0:45:58particularly for that matter what with all just okay data by in africa and the
0:46:05challenges of having too many people trying to collect a data out of three however
0:46:11stepping each other's terrorists a few people are
0:46:14and the conservatives at the same view household utterance training although all sorts right so
0:46:19you ghetto perception of what the six people and the town have any because the
0:46:24other thirty are doing it is only the six you are into the cycle of
0:46:28answering
0:46:30so it is interesting
0:46:32so this issue
0:46:34a little bit of the two
0:46:37in advertising here where we started looking at inputs outputs are columns
0:46:45in mean
0:46:47so the by five years in the process in terms of really need collect a
0:46:52lot
0:46:53indicators from r c a s
0:46:56what's the two or
0:46:59so it
0:47:00okay
0:47:01how many colours a box whatever it is us to do not show a little
0:47:09bit later
0:47:12you're all be ninety nine five percent at all works it
0:47:18scatter
0:47:21but when it comes to all impacts
0:47:26i are actually are probably not i
0:47:30you just like really i s well can i ask you
0:47:34to me for our might expect cries
0:47:38lessons more
0:47:40the be
0:47:41i because we don't have those lessons learned merge and hasn't feedback
0:47:47that is system
0:47:48right
0:47:50and across timing and across for series of conversations
0:47:57how can someone sitting and i db to their structural salvador
0:48:02the remote you learn about what works doesn't work and also with or in other
0:48:06places how can we
0:48:09spanish always knowledge together to make everyone
0:48:12more successful because they have at this is not easy so
0:48:19largest
0:48:22alright is that it results on it has tried product drive somewhere that is that
0:48:27exist in a way that others can digest it easily figure out what is it
0:48:32my
0:48:34i think everyone looking for
0:48:38or they do not because there's so much information this article we actually people actually
0:48:44withdraw that it i'm gonna just go my or what i know not even have
0:48:50all because it's just
0:48:51stress
0:48:53our government really wants a sensor
0:48:57i haven't takes place in it is not know how many times can i try
0:49:01to sell out of detroit but you know that is
0:49:07on the monitor
0:49:10like create a sense
0:49:13at least i we talk
0:49:16euros when you start out measuring of certain things we have successfully higher so you
0:49:25know
0:49:26input values
0:49:28and you get
0:49:30further into the
0:49:32right limitation different things
0:49:34but i each for me
0:49:37we have one colour
0:49:42it's and wondering where
0:49:44so
0:49:46but maybe
0:49:48part of the compact the make it is a living document so the one actually
0:49:53changes
0:49:57but
0:49:57there's meeting these
0:49:59performance indicators the tracking
0:50:02every four
0:50:08see
0:50:09no
0:50:12change the time
0:50:17wow
0:50:18it's not my computer so
0:50:24okay
0:50:37also
0:50:38this is an example of people tracking table
0:50:48you know by were so there's a total twenty workers
0:50:51it is not
0:50:56we see
0:50:57i irrigated agriculture that's the project
0:51:01irrigation structure
0:51:04our community where there's outcome out what
0:51:07the project while still indicators
0:51:11you know how many factors you cultivated
0:51:16with the target is
0:51:20and as well so when it becomes clear something
0:51:25importantly change just as you can buy a signal elements continue to monitor set
0:51:33that was your to your that you're not met if you're not getting ready for
0:51:40their you process that way so there's
0:51:44for example in gotta get that this is what i know
0:51:50it was the egg
0:51:53facility
0:51:54quite a facility
0:51:55and it was not working i met tamarais is more there
0:52:03the product you know the money out the door
0:52:06and
0:52:08okay
0:52:08i think it's to use into a set
0:52:12we work with the mc a since it is not working that's card
0:52:17and
0:52:19the money
0:52:19because the project
0:52:22the money was focus on that project yes but the one six one at all
0:52:29i walk as i was the seattle works i and a and a six nine
0:52:35million dollars like wow
0:52:38and set the
0:52:40this is that okay
0:52:43the project no longer it does work anymore
0:52:46we shut down
0:52:48the and we have started out
0:52:50it was them like that
0:52:52i
0:52:53a defined because they were
0:52:56one for one i
0:52:59so i think one and l o i
0:53:04pt
0:53:08so this is she will not only do we look at all the indicators but
0:53:13maybe due to allow the key
0:53:16a performance indicators
0:53:19and these are all available by the way a website
0:53:23that's the company
0:53:27well as a country
0:53:32so will be the middle targets
0:53:37i is a hundred seventy seven million
0:53:46to this idea of the is there i pi were people who is the number
0:53:53of this
0:53:55that's one thing that i one two
0:53:59annotation
0:54:01it's a landing
0:54:02database essentially hooks that allow you to
0:54:07integrate to different applications so i can take information it's in this application sucking my
0:54:15then i can manipulated whatever i wanted so i three really uttered in do what
0:54:20they so that stress you know last thirty one database here
0:54:25nine a splashy actually not that i will see that all your basically we're what
0:54:33right database as well but it's just on a spreadsheet
0:54:39it was important spreadsheet right that's which so
0:54:43i
0:54:44two years two years ago i came to a packet loss here
0:54:49well what i thought i say i
0:54:53jan challenged by a technical t
0:54:57i want to dpi
0:54:59i is it sure not at all
0:55:03and we
0:55:05okay
0:55:05a that have on you know i went out and i that was by pitch
0:55:09that i have over those performance indicators
0:55:14i like to get something so
0:55:17so i went into our something to the api
0:55:21you know the
0:55:23no i don't and i was possible mister
0:55:26i'll tell you what
0:55:27makes me
0:55:29uncomfortable about the disability
0:55:33you know really i know how
0:55:37a possible context and that's a checkbox compliance
0:55:41we are really people were more interested in this cells build in actually knowing is
0:55:47the data actually is an accurate is telling me anything important and so there's a
0:55:52problem we're the
0:55:56to it becomes sort of the ultimate goal rather then you know how we see
0:56:02how useful is the data right you know
0:56:05so you can be a well
0:56:08what says that for there are various o is not know that just to know
0:56:15i can click on a sellable back to the original sources i will with this
0:56:20data come from is that it is also how we can wear a friendly talk
0:56:24all is relevant information
0:56:26and people look at the lowest relation between data and the prominence in those in
0:56:33a lot of it is cool union with the data come from how accurate is
0:56:38you know maybe the material one
0:56:41well so we do have any t
0:56:45okay evaluation it does a good out here we order
0:56:51make sure that the
0:56:53their courage this data is actually
0:56:55accurate
0:56:56the team once the submittal psyching cables the t looks at it
0:57:02to make sure you sure it's
0:57:06you know
0:57:07the roughness indexes
0:57:09i mean that the sectors will be looking at is
0:57:14we don't make paper
0:57:20we use
0:57:22figures five and that's
0:57:25well that's true
0:57:26it always those parameters
0:57:30right so clear exactly the way to spend too much when you go back to
0:57:35that of data you spend our money interested in doing right
0:57:41i just saw h
0:57:46because the bank is very much we have one also i say twenty seven
0:57:54got to thirty six months you a flexible with
0:57:59well that's sample
0:58:01i
0:58:02it becomes a little bit of the challenge
0:58:06for me is the c able this
0:58:09i need to discourse
0:58:11no this work i have the goal and asks
0:58:15a couple more money these see you've got to believe that all the city here
0:58:20i do you more or less
0:58:24and it's data
0:58:26it's probably
0:58:28to have so i don't wanna was
0:58:31in particular "'cause" i gotta in for mac version of what you submission
0:58:39in success
0:58:42you know
0:58:44it is it's a big challenge because he you know
0:58:49elections happen
0:58:51secondly present i you know
0:58:54there's a lot these that went on
0:58:57we could get them to we to is kinda
0:59:01all c and we work for
0:59:06minuscule
0:59:07really kinda like this is some work on so okay good i just by means
0:59:15of the
0:59:19things that you want these countries to do to drive private sector also
0:59:26you will see what's going on in this country people in deciding
0:59:31arguably that fracturing
0:59:35where gas production is more important
0:59:37clean here
0:59:40and
0:59:41are you going into these countries and saying well you know
0:59:46you you're environmental policies do not really see systems are not gonna give you any
0:59:51money
0:59:52is that you know because certainly we use it to those values particularly in the
0:59:58us
0:59:59what we used i mean
1:00:05conversations we used i see a step
1:00:11you know that the white ones i don't know certainly it's been driving through
1:00:21i do actually standards a woman's story has been around while
1:00:28we agreed upon action
1:00:34is it
1:00:36the thing we have you see that so
1:00:46it's more or indicators environmental usually
1:00:50okay
1:00:55that there may be expenditure
1:00:59in your lips
1:01:02well i'm just thinking so tired that when driving economic growth
1:01:09one project and really try to else but the economic driver is to limit here
1:01:16are you are in that kind of thing is in this you know miss what
1:01:20people marching
1:01:23for senior world can and what i'm struck me as you presented as well as
1:01:27what rate way to store
1:01:29influence the role in contrast to take on best practises and so is also possible
1:01:35you
1:01:37actually reinforcing things the long-term very address
1:01:44and it's
1:01:45it's messy it is not a process i got anything well
1:01:50so the individual or would be
1:01:55so i'm thinking
1:01:57so in the world in a husky that people to create the product they go
1:02:02to twenty seven thirty six months
1:02:05where coordinate e t l's the
1:02:08okay thank you very fast
1:02:16where there are sent any so
1:02:18it development banks that to every clear exactly at a low how's your procurement issue
1:02:24when you're getting money well where do they say because their government employees right
1:02:33in that it is not necessarily to
1:02:36get money out the door
1:02:38so where do their and then i don't have that were you v c r
1:02:42o
1:02:44how did you mesh those to be are you able to do
1:02:49i it's experiment challenge
1:02:54in that
1:02:58in addition of labour
1:03:01it is cc
1:03:02that's been
1:03:03this o
1:03:07what we what is the back
1:03:10all this
1:03:11functions
1:03:13we actually
1:03:17there are separated from co operation
1:03:20the top right operations to still orders
1:03:22a here
1:03:24i
1:03:27it is so they there was actually stronger
1:03:32house
1:03:36i don't on
1:03:37somebody should i
1:03:41so i
1:03:44it was a
1:03:45it was not of
1:03:46three
1:03:50you know it is not really
1:03:53so there are words are along the river what like what works are or
1:03:59and
1:04:00my job leads to
1:04:02make sure
1:04:04i
1:04:07you know and for me it's
1:04:10i that for the first that can either
1:04:14when you can either
1:04:16they got but this topic t
1:04:18at most five
1:04:19especially about it
1:04:21sequester
1:04:23what we get this clustering library but
1:04:26i have i have the that
1:04:28you know very strong
1:04:32you get the
1:04:34well a lot because that was
1:04:37only two types of five
1:04:39but i like that
1:04:41that is by the dictionary as possible
1:04:44sure that the money is going purposes
1:04:48but with the problems
1:04:51appropriate
1:04:54white house but it offers
1:04:55make sure that you know or i
1:04:59in line with
1:05:00the purposes
1:05:03one
1:05:05then when the channel hopping about round
1:05:09i have to addresses
1:05:12so did not have the opposite that there were two for trying to get money
1:05:18or criticise becomes too much harder of putting money update or rather okay started off
1:05:27but the other side is you get to both and not result in take all
1:05:31long time every getting money out the door which does anyone which is also and
1:05:38so again somewhere in that makes a how you set up the right it's any
1:05:43people to use the data and formation is available
1:05:50so that we can create their products but do not quickly i don't know that
1:05:53or so that every
1:05:55i mean every exactly that's what everyone looking for but not quite how five
1:06:03because people would do a set of stuff
1:06:07there are incentives forty thirty six last okay thirty one there settings for eighteen months
1:06:12they get an eighteen month the yes
1:06:15well there's but there's it is flexible
1:06:19we try to
1:06:22worst of to do
1:06:24you know as quickly as possible sometimes it is it is possible
1:06:30to do
1:06:32you hold
1:06:34you high
1:06:35the people to use l two t is completely
1:06:40see here
1:06:42have the right
1:06:43you don't mix
1:06:45skills
1:06:47to be arranged as
1:06:50it's a little cool financial of human source
1:06:56in the working with this
1:06:58there are based in country
1:07:00no
1:07:01these two d c
1:07:05once the compaq starts
1:07:07then based
1:07:10the country
1:07:11so we have a very small footprint that the country
1:07:15two people
1:07:16usually the country right
1:07:21and dirty
1:07:24well very small office
1:07:25supposedly it there's a lot of genes that go
1:07:30a word basis
1:07:33working with
1:07:36the interests colour
1:07:38is there supposed to be mark
1:07:41thus
1:07:45pretty good success in keeping the same people
1:07:48or is it often someone yes i task and then go to create a new
1:07:54i
1:07:55and someone else picks up the better the actually like that while the these people
1:08:03the not the best
1:08:07i people
1:08:08one country experience one
1:08:11okay
1:08:15sometimes it is the same person but most times it is not
1:08:19in u x to be the same
1:08:22because they i know what the world may get idea either the
1:08:25and it's not necessary thing by the tickets design over eighteen months
1:08:31any goes implementation then what is implemented things that change so there you go back
1:08:36redesign because over eighteen months the world exchange is there a lot of that going
1:08:41you designing that
1:08:44well as flexible
1:08:46you don't we were talking about the
1:08:48slope be useful thing
1:08:50o and
1:08:52they have to actually come back to the time see it as a certain threshold
1:08:59we shall
1:09:01can things to change
1:09:04little cocoa happened
1:09:07those kind of thing i it is it's cost
1:09:11but there's always a check
1:09:13okay
1:09:21i this is probably the last one we do the evaluation and this is where
1:09:30the lessons learned a lot of the with
1:09:32are you guys to take a look at some of the
1:09:37evaluation
1:09:38actually evaluation
1:09:41because it's a new organisation rates only take usual
1:09:48sixty percent of the portfolio is
1:09:51performance evaluation one percent units in a impact evaluation
1:09:57and i wish there were doing it by sector elsewhere
1:10:03we use them and well
1:10:07but we bring exports from everywhere like i think the bank
1:10:12has been very active participation in
1:10:15in this
1:10:17so we did the worst
1:10:19at first was a sector we're about to i think your about to either have
1:10:24been we have already is getting ready to do will sector by sector so we've
1:10:30got a lot less insular around
1:10:37the accented or
1:10:39this is a couple years ago we need to you but i two it who
1:10:45really or what everybody's experience to go to start looking at
1:10:50the data this is the data that by the way
1:10:53i've been were working on pushing out
1:10:56api stand in she we so
1:11:02all of its impact of that we should
1:11:06the portfolio is a i'll
1:11:09one or two hundred twenty impact evaluations
1:11:13there
1:11:14going oracle
1:11:17i don't has
1:11:19huh that's across textures so
1:11:23these are expensive
1:11:26g
1:11:27right about
1:11:28two million dollars
1:11:32evaluation
1:11:35so the point is to
1:11:38thus
1:11:39no
1:11:40so
1:11:41they were very idealistic
1:11:43in twenty did not really the
1:11:47created in c
1:11:48it was not just for
1:11:51that's and slower it was for accountability
1:11:56to achieve
1:11:57but
1:11:58when you use of a novel and cc or intensity are people to implement it
1:12:07is possible
1:12:09and cc
1:12:10it is interesting to
1:12:14and a reputation
1:12:16relies on this very
1:12:19and the results it's can you are so
1:12:22so
1:12:24there are many results do that
1:12:28first five impact evaluation or to wear
1:12:33two years ago
1:12:35we're weasel would mix
1:12:40and we we're two
1:12:41a lot
1:12:43internal
1:12:45talk about should be you are we ready enough to say
1:12:50i should in some
1:12:53it it's a harder to do you watch you could do you
1:12:57can see you know paradoxically study learning theory
1:13:03running from your excuse is the most of active weight where you have a culture
1:13:08we can acknowledge those failures then you just shut off the best or you have
1:13:13not
1:13:15so well as it
1:13:18mixed with
1:13:19some successes
1:13:21some a
1:13:22so
1:13:24this setting in evaluation results
1:13:30well there's a lot of lessons learned braille impact which self so this is a
1:13:34new
1:13:36institution
1:13:37i will remain intact evaluations
1:13:40you can buy a weighted less now we
1:13:43so
1:13:44this other lessons were already is that
1:13:47there's a
1:13:48what we want to look at is a value between function
1:13:52you know how this is probably even better books
1:13:56it
1:13:57if a is here
1:13:59is there a counter factual they can look at
1:14:05we used a little or changed hands
1:14:11what the criteria for of so you can always ask
1:14:16for what
1:14:17proposition is there is evidence
1:14:20supporting not right and that can be things that aren't necessarily quality we call you
1:14:28try to these three things and looks like right so
1:14:31so that so order
1:14:34this was the guy that is a head or
1:14:39evaluations t is actually
1:14:43well
1:14:47he spent a lot uses career here
1:14:52i can be pretty good predictor
1:14:55well score
1:14:57i guess who is et is easy six till you know okay so far
1:15:05so he is trying to institute that will be i
1:15:11the
1:15:13pretty rigorously addressed c
1:15:15so i we give to our work one euro for
1:15:23so i don't think i i'm gonna go okay i right okay so that's me
1:15:30i don't know if you i would model
1:15:33to argue for i think this presentation
1:15:38right
1:15:40i don't have contact i will be an email
1:15:45well i have a
1:15:47i shall we
1:15:49you are arranged in
1:15:51i
1:15:51and it's
1:15:54i don't
1:15:57center right away
1:16:04so
1:16:06there is a really graded on collective
1:16:11collected more
1:16:13i was going back to be change how we
1:16:16got to be we are g in generational accumulation knowledge and so forth and you