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Weiye Loh

A Data Divide? Data "Haves" and "Have Nots" and Open (Government) Data « Gurs... - 0 views

  • Researchers have extensively explored the range of social, economic, geographical and other barriers which underlie and to a considerable degree “explain” (cause) the Digital Divide.  My own contribution has been to argue that “access is not enough”, it is whether opportunities and pre-conditions are in place for the “effective use” of the technology particularly for those at the grassroots.
  • The idea of a possible parallel “Data Divide” between those who have access and the opportunity to make effective use of data and particularly “open data” and those who do not, began to occur to me.  I was attending several planning/recruitment events for the Open Data “movement” here in Vancouver and the socio-demographics and some of the underlying political assumptions seemed to be somewhat at odds with the expressed advocacy position of “data for all”.
  • Thus the “open data” which was being argued for would not likely be accessible and usable to the groups and individuals with which Community Informatics has largely been concerned – the grassroots, the poor and marginalized, indigenous people, rural people and slum dwellers in Less Developed countries. It was/is hard to see, given the explanations, provided to date how these folks could use this data in any effective way to help them in responding to the opportunities for advance and social betterment which open data advocates have been indicating as the outcome of their efforts.
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  • many involved in “open data” saw their interests and activities being confined to making data ‘legally” and “technically” accessible — what happened to it after that was somebody else’s responsibility.
  • while the Digital Divide deals with, for the most part “infrastructure” issues, the Data Divide is concerned with “content” issues.
  • where a Digital Divide might exist for example, as a result of geographical or policy considerations and thus have uniform effects on all those on the wrong side of the “divide” whatever their socio-demographic situation; a Data Divide and particularly one of the most significant current components of the Open Data movement i.e. OGD, would have particularly damaging negative effects and result in particularly significant lost opportunities for the most vulnerable groups and individuals in society and globally. (I’ve discussed some examples here at length in a previous blogpost.)
  • Data Divide thus would be the gap between those who have access to and are able to use Open (Government) Data and those who are not so enabled.
  • 1. infrastructure—being on the wrong side of the “Digital Divide” and thus not having access to the basic infrastructure supporting the availability of OGD. 2. devices—OGD that is not universally accessible and device independent (that only runs on I-Phones for example) 3. software—“accessible” OGD that requires specialized technical software/training to become “usable” 4. content—OGD not designed for use by those with handicaps, non-English speakers, those with low levels of functional literacy for example 5.  interpretation/sense-making—OGD that is only accessible for use through a technical intermediary and/or is useful only if “interpreted” by a professional intermediary 6. advocacy—whether the OGD is in a form and context that is supportive for use in advocacy (or other purposes) on behalf of marginalized and other groups and individuals 7. governance—whether the OGD process includes representation from the broad public in its overall policy development and governance (not just lawyers, techies and public servants).
Li-Ling Gan

Bridging the Digital Divide - 6 views

http://www.riverdeep.net/current/2002/01/011402t_divide.jhtml This article essentially explains the concept of a digital divide, provides some statistics of this issue in the United States and bri...

digital divide

started by Li-Ling Gan on 07 Oct 09 no follow-up yet
Weiye Loh

Random Thoughts Of A Free Thinker: The TCM vs. Western medicine debate -- a philosophic... - 0 views

  • there is a sub-field within the study of philosophy that looks at what should qualify as valid or certain knowledge. And one main divide in this sub-field would perhaps be the divide between empiricism and rationalism. Proponents of the former generally argue that only what can be observed by the senses should qualify as valid knowledge while proponents of the latter are more sceptical about sensory data since such data can be "false" (for example, optical illusions) and instead argue that valid knowledge should be knowledge that is congruent with reason.
  • Another significant divide in this sub-field would be the divide between positivism/scientism and non-positivism/scientism. Essentially, proponents of the former argue that only knowledge that is congruent with scientific reasoning or that can be scientifically proven should qualify as valid knowledge. In contrast, the proponents of non-positivism/scientism is of the stance that although scientific knowledge may indeed be a form of valid knowledge, it is not the only form of valid knowledge; knowledge derived from other sources or methods may be just as valid.
  • Evidently, the latter divide is relevant with regards to this debate over the validity of TCM, or alternative medicine in general, as a form of medical treatment vis-a-vis Western medicine, in that the general impression perhaps that while Western medicine is scientifically proven, the former is however not as scientifically proven. And thus, to those who abide by the stance of positivism/scientism, this will imply that TCM, or alternative medicine in general, is not as valid or reliable a form of medical treatment as Western medicine. On the other hand, as can be seen from the letters written in to the ST Forum to defend TCM, there are those who will argue that although TCM may not be as scientifically proven, this does not however imply that it is not a valid or reliable form of medical treatment.
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  • Of course, while there are similarities between the positions adopted in the "positivism/scientism versus non-positivism/scientism" and "Western medicine versus alternative medicine" debates, I suppose that one main difference is however that the latter is not just a theoretical debate but involves people's health and lives.
  • As was mentioned earlier, the general impression is perhaps that while Western medicine, which generally has its roots in Western societies, is scientifically proven, TCM, or alternative medicine, is however not as scientifically proven. The former is thus regarded as the dominant mainstream model of medical treatment while non-Western medical knowledge or treatment is regarded as "alternative medicine".
  • The process by which the above impression was created was, according to the postcolonial theorists, a highly political one. Essentially, it may be argued that along with their political colonisation of non-European territories in the past, the European/Western colonialists also colonised the minds of those living in those territories. This means that along with colonisation, traditional forms of knowledge, including medical knowledge, and cultures in the colonised terrorities were relegated to a non-dominant, if not inferior, position vis-a-vis Western knowledge and culture. And as postcolonial theorists may argue, the legacy and aftermath of this process is still felt today and efforts should be made to reverse it.
  • In light of the above, the increased push to have non-Western forms of medical treatment be recognised as an equally valid model of medical treatment besides that of Western medicine may be seen as part of the effort to reverse the dominance of Western knowledge and culture set in place during the colonial period. Of course, this push to reverse Western dominance is especially relevant in recent times, in light of the economic and political rise of non-Western powers such as China and India (interestingly enough, to the best of my knowledge, when talking about "alternative medicine", people are usually referring to traditional Indian or Chinese medical treatments and not really traditional African medical treatment).
  • Here, it is worthwhile to pause and think for a while: if it is recognised that Western and non-Western medicine are different but equally valid models of medical treatment, would they be complimentary or competing models? Or would they be just different models?
  • Moving on, so far it would seem that , for at least the foreseeable future, Western medicine will retain its dominant "mainstream" position but who knows what the future may hold?
Weiye Loh

Gurstein - 0 views

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    A huge industry has been created responding to the perceived social malady, the "Digital Divide". This paper examines the concepts and strategies underlying the notion of the Digital Divide and concludes that it is little more than a marketing campaign for Internet service providers. The paper goes on to present an alternative approach - that of "effective use" - drawn from community informatics theory which recognizes that the Internet is not simply a source of information, but also a fundamental tool in the new digital economy.
Weiye Loh

Are the Open Data Warriors Fighting for Robin Hood or the Sheriff?: Some Refl... - 0 views

  • The ideal that these nerdy revolutionaries are pursuing is not, as with previous generations—justice, freedom, democracy—rather it is “openness” as in Open Data, Open Information, Open Government. Precisely what is meant by “openness” is never (at least certainly not in the context of this conference) really defined in a form that an outsider could grapple with (and perhaps critique). 
  • the “open data/open government” movement begins from a profoundly political perspective that government is largely ineffective and inefficient (and possibly corrupt) and that it hides that ineffectiveness and inefficiency (and possible corruption) from public scrutiny through lack of transparency in its operations and particularly in denying to the public access to information (data) about its operations.
  • further that this access once available would give citizens the means to hold bureaucrats (and their political masters) accountable for their actions. In doing so it would give these self-same citizens a platform on which to undertake (or at least collaborate with) these bureaucrats in certain key and significant activities—planning, analyzing, budgeting that sort of thing. Moreover through the implementation of processes of crowdsourcing this would also provide the bureaucrats with the overwhelming benefits of having access to and input from the knowledge and wisdom of the broader interested public.
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  • A lot of the conference took place in specialized workshops where the technical details on how to link various sets of this newly available data together with other sets, how to structure this data so that it could serve various purposes and perhaps most importantly how to design the architecture and ontology (ultimately the management policies and procedures) of the data itself within government so that it is “born open” rather than only liberated after the fact with this latter process making the usefulness of the data in the larger world of open and universally accessible data much much greater.
  • t’s the taxpayer’s money and they have the right to participate in overseeing how it is spent. Having “open” access to government’s data/information gives citizens the tools to exercise that right. And (it is argued), solutions are available for putting into the hands of these citizens the means/technical tools for sifting and sorting and making critical analyses of government activities if only the key could be turned and government data was “accessible” (“open”).
  • it matters very much who the (anticipated) user is since what is being put in place are the frameworks for the data environment  of the future and these will include for the most part some assumptions about who the ultimate user is or will be and whether or not a new “data divide” will emerge written more deeply into the fabric of the Information Society than even the earlier “digital (access) divide”.
Elaine Ong

The gender digital divide in francophone Africa: A harsh reality - 10 views

http://www.apc.org/en/pubs/manuals/gender/africa/gender-digital-divide-francophone-africa-harsh-rea According to the principle of equality, everyone ought to have "equal entitlement to the condi...

Weiye Loh

From Abstract to News Release to Story, a Tilt to the 'Front-Page Thought' - NYTimes.com - 0 views

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    "In the post on research on extreme rainfall and warming, Gavin Schmidt, the NASA climate scientist and Real Climate blogger, described the misinterpretation of some paper abstracts as mainly reflecting a cultural divide: "Here we show" statements are required by Nature and Science to clearly lay out the point of the paper. If you don't include it, they will write it in. The caveats/uncertainties/issues all come later. I think the confusion is more cultural than anything. No one at Nature or Science or any of the authors in any subject think that uncertainties are zero, but they require a clear statement of the point of the paper within their house style. I think that conclusion misses the reality that, particularly in the world of online communication of science, abstracts are not merely for colleagues who know the shorthand, but have different audiences who'll have different ways of interpreting phrases such as "here we show.""
Weiye Loh

Balderdash: Links - 26th March 2012 - 0 views

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    "We are in the midst of a technological upheaval; and financial rewards are flowing to the elites who create and control the new machines. Almost everybody else is threatened - including sophisticated bank executives at Citi and WellPoint's healthcare analysts... Even if displaced workers do find jobs, will these jobs be dignified? A society divided between master-programmers and servants may not appeal to the servants, who will be the majority. But neo-Marxist visions of burger flippers on the barricades seem a touch too paranoid. In the 19th century, the shift from farm to factory was decried as dehumanising. But the supposedly alienated proletariat soon morphed into proud welders and machinists and today it is the decline of factories that is perceived as a problem. The lesson is that attitudes adjust and job status is elastic. There may be real unhappiness during the adjustment phase, but eventually the nannies of yesterday will be the respected childcare professionals of tomorrow. Cooks will turn into executive chefs. And so, in the last analysis, Watson's most enduring impact will be to accentuate the trade-off between equity and growth"
Weiye Loh

Rationally Speaking: Liberal Democracy's Constant Tension: The Openness of Debate - 0 views

  • These questions essentially get at the issue of openness of debate. Openness includes at least two aspects, which are inevitably closely related, indeed hard to separate: who (or, whose ideas) can enter the debate; and how long should debate last before it ends (and people move to the next topic, or act on conclusions from the past debate).
  • The first issue would seem an easy one: no person, nor any person’s ideas, can be barred from debate.
  • ohn Stuart Mill’s On Liberty, which is a cornerstone work of the modern liberal society: “If all mankind minus one were of one opinion, and only one person were of the contrary opinion, mankind would be no more justified in silencing that one person, than he, if he had the power, would be justified in silencing mankind. … To refuse a hearing to an opinion, because they are sure that it is false, is to assume that their certainty is the same thing as absolutely certainty. All silencing of discussion is an assumption of infallibility. …” (Mill, 23, 28).
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  • how long should political liberals have let debate last? Here we reach another issue to parse, that of dividing the spheres of discourse of politics and society.The political sphere includes lawmakers, who have their name for a reason: they make laws. They cannot sit around and debate endlessly. They must, at some point, push legislation through (which is at the center of the debate over filibuster reform).
  • take note of another passage from Mill: “It is the duty of governments, and of individuals, to form the truest opinions they can; to form them carefully, and never impose them on others unless they are quite sure of being right. But when they are sure … it is not conscientiousness but cowardice to shrink from acting on their opinions. ... Men, and governments, must act to the best of their ability. There is no such thing as absolute certainty, but there is assurance sufficient for the purposes of human life." (Mill, 25-26, emphasis added).
  • Yet our division of spheres of discourse means passage of a bill – or even defeat – does not mark the end of debate. Indeed, many Americans continued to discuss the merits of the legislation, with some even filing lawsuits arguing it was unconstitutional (I think these stand little chance of going anywhere). American society at large can and will continue to have the conversation about health insurance reform. Then, in the next election, they will bring their beliefs to the polls. They will expect those voted in to act. And then, the conversation will continue. Politics is a continuous process. By dividing up spheres of discourse into political and societal, we see that debate never really ends – it’s just that sometimes lawmakers need to get on with their job, and leave debate to the public.
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    TUESDAY, JULY 06, 2010 Liberal Democracy's Constant Tension: The Openness of Debate
Reseena Abdullah

Telecoms in emerging markets - 0 views

http://www.economist.com/printedition/displaystory.cfm?story_id=14483896 The article above details the issue surrounding the telecommunications markets in the developing countries. It mentions how...

started by Reseena Abdullah on 07 Oct 09 no follow-up yet
Weiye Loh

FT.com / Business education / Soapbox - Popular fads replace relevant teaching - 0 views

  • There is a great divide in business schools, one that few outsiders are aware of. It is the divide between research and teaching. There is little relation between them. What is being taught in management books and classrooms is usually not based on rigorous research and vice-versa; the research published in prestigious academic journals seldom finds its way into the MBA classroom.
  • none of this research is really intended to be used in the classroom, or to be communicated to managers in some other form, it is not suited to serve that purpose. The goal is publication in a prestigious academic journal, but that does not make it useful or even offer a guarantee that the research findings provide much insight into the workings of business reality.
  • is not a new problem. In 1994, Don Hambrick, then the president of the Academy of Management, said: “We read each others’ papers in our journals and write our own papers so that we may, in turn, have an audience . . . an incestuous, closed loop”. Management research is not required to be relevant. Consequently much of it is not.
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  • But business education clearly also suffers. What is being taught in management courses is usually not based on solid scientific evidence. Instead, it concerns the generalisation of individual business cases or the lessons from popular management books. Such books often are based on the appealing formula that they look at several successful companies, see what they have in common and conclude that other companies should strive to do the same thing.
  • how do you know that the advice provided is reasonable, or if it comes from tomorrow’s Enrons, RBSs, Lehmans and WorldComs? How do you know that today’s advice and cases will not later be heralded as the epitome of mismanagement?
  • In the 1990s, ISO9000 (a quality management systems standard) spread through many industries. But research by professors Mary Benner and Mike Tushman showed that its adoption could, in time, lead to a fall in innovation (because ISO9000 does not allow for deviations from a set standard, which innovation requires), making the adopter worse off. This research was overlooked by practitioners, many business schools continued to applaud the benefits of ISO9000 in their courses, while firms continued – and still do – to implement the practice, ignorant of its potential pitfalls. Yet this research offers a clear example of the possible benefits of scientific research methods: rigorous research that reveals unintended consequences to expose the true nature of a business practice.
  • such research with important practical implications unfortunately is the exception rather than the rule. Moreover, even relevant research is largely ignored in business education – as happened to the findings by Benner and Tushman.
  • Of course one should not make the mistake that business cases and business books based on personal observation and opinion are without value. They potentially offer a great source of practical experience. Similarly, it would be naive to assume that scientific research can provide custom-made answers. Rigorous management research could and should provide the basis for skilled managers to make better decisions. However, they cannot do that without the in-depth knowledge of their specific organisation and circumstances.
  • at present, business schools largely fail in providing rigorous, evidence-based teaching.
Low Yunying

Bridging digital divide or dumping ground? - 3 views

digital divide

started by Low Yunying on 07 Oct 09 no follow-up yet
Magdaleine

Immortality only 20 years away says scientist - 9 views

wow interesting! like a start to the creation of super heroes!! it kind of sound like science is playing God here, determining and extending lives. it is already evident now in this society without...

nanotechnology rights divide

Weiye Loh

Roger Pielke Jr.'s Blog: Analysis of the Nisbet Report -- Part II, Political Views of S... - 0 views

  • One part of Matthew Nisbet's recent report that has received very little attention is its comparative analysis of ideological and partisan perspectives of members of the American Association for the Advancement of Science. Nisbet shows that AAAS members are extremely partisan and ideological.  The word "extremely" is mine, and what do I mean by it?  Look at the figure above:  AAAS members are more partisan than MSNBC viewers and even Tea Party members.  AAAS members are more ideological than evangelical churchgoers but less so than Fox News viewers.  In both cases AAAS members are very different than the public as a whole.
  • Dan Sarewitz has discussed the problems with the ideological and partisan likemindedness of our scientific community, which has been exploited and reenforced in political debates: During the Bush administration, Democrats discovered that they could score political points by accusing Bush of being anti-science. In the process, they seem to have convinced themselves that they are the keepers of the Enlightenment spirit, and that those who disagree with them on issues like climate change are fundamentally irrational. Meanwhile, many Republicans have come to believe that mainstream science is corrupted by ideology and amounts to no more than politics by another name. Attracted to fringe scientists like the small and vocal group of climate skeptics, Republicans appear to be alienated from a mainstream scientific community that by and large doesn't share their political beliefs. The climate debacle is only the most conspicuous example of these debilitating tendencies, which play out in issues as diverse as nuclear waste disposal, protection of endangered species, and regulation of pharmaceuticals. How would a more politically diverse scientific community improve this situation? First, it could foster greater confidence among Republican politicians about the legitimacy of mainstream science. Second, it would cultivate more informed, creative, and challenging debates about the policy implications of scientific knowledge. This could help keep difficult problems like climate change from getting prematurely straitjacketed by ideology. A more politically diverse scientific community would, overall, support a healthier relationship between science and politics.
  • It should come as no surprise that the increasing politicization of science has come to make science more political rather than politics more scientific.  At the same time, the more partisan and/or and ideological that you are, the more welcome and comfortable that you will find the politicization of science, as it reenforces your preconceptions.
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  • It also fits perfectly into a political strategy that holds that arguments about science can help to resolve political debates.  Climate change is only the most visible of this tendency, where the empirical evidence shows that efforts to wage climate politics through climate science have had the greatest effect in magnifying the partisan divide.  Some are blinded by these dynamics -- for instance Chris Mooney excuses the extreme partisanship/ideology of AAAS members by blaming  . . . George W. Bush.
  • Anyone concerned with political decision making in a society that contains a diversity of partisan and ideological perspectives should be concerned that, in one sector at least, the experts that we rely on have views that are far different than the broader society.  One response to this would be to wage a political battle to try to convert the broader society to the values of the experts, perhaps through the idea that improving science communication or education a great value transformation will occur.
  • My sense is that this strategy is not just doomed to fail, but will have some serious blowback effects on the scientific community itself.  More likely from my view is that such efforts to transform society through science will instead lead to the partisan debates across society taking firmer root within our expert communities. This is a topic that deserves more discussion and debate.  Dan Sarewitz concludes provocatively that, "A democratic society needs Republican scientists."
  • It is important to recognize that hyper-partisans like Joe Romm and Chris Mooney will continue to seek to poison the wells of discussion within the scientific community (which is left-leaning, so this is a discuss that needs to occur at least to start within the left) through constant appeals to partisanship and ideology.  Improving the role of science and scientists in our political debates will require an ability to rise above such efforts to associate the scientific community with only a subset of partisan and ideological perspectives.  But science and expertise belongs to all of us, and should make society better as a whole.
  • anecdote is not the singular of data.
  • One benefit of the politicizing of science is that it caused smart people outside the field to look closely at what was going on behind the curtain. That has been harmful to the short run reputation of science, but helpful to the long run competence of science.
  • I think that the Nisbet report missed the point entirely.This is a better summary of the problem the AGW promotion industry is facing:http://www.publicserviceeurope.com/article/136/climate-fatigue-leaves-global-warming-in-the-cold#commentHere is a nice part:"The public's concern about global warming as a pressing problem is in marked decline not least because of the growing realisation that governments and the international community are ignoring the advice of climate campaigners. Instead, most policy makers around the world refuse to accept any decisions that are likely to harm national interests and economic competitiveness.They are assisted in this policy of benign neglect by a public that has largely become habituated to false alarms and is happy to ignore other claims of environmental catastrophe that are today widely disregarded or seen as scare tactics."Nisbet's intricate mechanisms resolutely avoid facing this reality, and in doing so is left with little meaning.
Weiye Loh

Roger Pielke Jr.'s Blog: Mike Daisey and Higher Truths - 0 views

  • Real life is messy. And as a general rule, the more theatrical the story you hear, and the more it divides the world into goodies vs baddies, the less reliable that story is going to be.
  • some people do feel that certain issues are so important that there should be cause in political debates to overlook lies or misrepresentations in service of a "larger truth" (Yellow cake, anyone?). I have seen this attitude for years in the climate change debate (hey look, just today), and often condoned by scientists and journalists alike.
  • the "global warming: yes or no?" debate has become an obstacle to effective policy action related to climate. Several of these colleagues suggested that I should downplay the policy implications of my work showing that for a range of phenomena and places, future climate impacts depend much more on growing human vulnerability to climate than on projected changes in climate itself (under the assumptions of the Intergovernmental Panel on Climate Change). One colleague wrote, "I think we have a professional (or moral?) obligation to be very careful what we say and how we say it when the stakes are so high." In effect, some of these colleagues were intimating that ends justify means or, in other words, doing the "right thing" for the wrong reasons is OK.
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  • When science is used (and misused) in political advocacy, there are frequent opportunities for such situations to arise.
  • I don't think you're being fair to Mike Lemonick. In the article by him that you cite, MIke's provocative question was framed in the context of an analogy he was making to the risks of smoking. For example, in that article, he also says: "So should the overall message be that nobody knows anything? I don’t think so. We would never want to pretend the uncertainty isn’t there, since that would be dishonest. But featuring it prominently is dishonest ,too, just as trumpeting uncertainty in the smoking-cancer connection would have been."Thus, I think you're reading way too much into Mike's piece. That said, I do agree with you that there are implications of the Daisey case for climate communicators and climate journalism. My own related post is here: http://www.collide-a-scape.com/2012/03/19/the-seduction-of-narrative/"
  • I don't want journalists shading the truth in a desire to be "effective" in some way. That is Daisey's tradeoff too.
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    Recall that in the aftermath of initial revelations about Peter Gleick's phishing of the Heartland Institute, we heard defenses of his action that included claims that he was only doing the same thing that journalists do to the importance of looking beyond Gleick's misdeeds at the "larger truth." Consider also what was described in the UEA emails as "pressure to present a nice tidy story" related to climate science as well as the IPCC's outright falsification related to disasters and climate change. Such shenanigans so endemic in the climate change debate that when a journalist openly asks whether the media should tell the whole truth about climate change, no one even bats an eye. 
Weiye Loh

Cut secrecy down to a minimum - 0 views

  • This is not an anarchist call for the ransacking of government files, in the manner of Julian Assange. WikiLeaks has raised the issue of whether the unauthorised and anarchic acquisition and leaking of government records is legally or ethically defensible. I don't wish to embark on that debate. I believe it is a distraction from a much more important debate about how to enhance the quality of political and public deliberation while drastically reducing secrecy.
  • If public policy is sound, it must be possible for the grounds of such policy to be made public without caveat and to withstand public scrutiny. We should not be left guessing, as we too commonly are; and deploring the evasions of politicians and their minions.
Weiye Loh

"Athens" on the Net - 2 views

The idea that the internet serves as a public space in Habermasian speak is too simplistic. The very fact that not everyone has access or know how to access/ fully utilize the internet in itself is...

democracy

Weiye Loh

CancerGuide: The Median Isn't the Message - 0 views

  • Statistics recognizes different measures of an "average," or central tendency. The mean is our usual concept of an overall average - add up the items and divide them by the number of sharers
  • The median, a different measure of central tendency, is the half-way point.
  • A politician in power might say with pride, "The mean income of our citizens is $15,000 per year." The leader of the opposition might retort, "But half our citizens make less than $10,000 per year." Both are right, but neither cites a statistic with impassive objectivity. The first invokes a mean, the second a median. (Means are higher than medians in such cases because one millionaire may outweigh hundreds of poor people in setting a mean; but he can balance only one mendicant in calculating a median).
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  • The larger issue that creates a common distrust or contempt for statistics is more troubling. Many people make an unfortunate and invalid separation between heart and mind, or feeling and intellect. In some contemporary traditions, abetted by attitudes stereotypically centered on Southern California, feelings are exalted as more "real" and the only proper basis for action - if it feels good, do it - while intellect gets short shrift as a hang-up of outmoded elitism. Statistics, in this absurd dichotomy, often become the symbol of the enemy. As Hilaire Belloc wrote, "Statistics are the triumph of the quantitative method, and the quantitative method is the victory of sterility and death."
  • This is a personal story of statistics, properly interpreted, as profoundly nurturant and life-giving. It declares holy war on the downgrading of intellect by telling a small story about the utility of dry, academic knowledge about science. Heart and head are focal points of one body, one personality.
  • We still carry the historical baggage of a Platonic heritage that seeks sharp essences and definite boundaries. (Thus we hope to find an unambiguous "beginning of life" or "definition of death," although nature often comes to us as irreducible continua.) This Platonic heritage, with its emphasis in clear distinctions and separated immutable entities, leads us to view statistical measures of central tendency wrongly, indeed opposite to the appropriate interpretation in our actual world of variation, shadings, and continua. In short, we view means and medians as the hard "realities," and the variation that permits their calculation as a set of transient and imperfect measurements of this hidden essence. If the median is the reality and variation around the median just a device for its calculation, the "I will probably be dead in eight months" may pass as a reasonable interpretation.
  • But all evolutionary biologists know that variation itself is nature's only irreducible essence. Variation is the hard reality, not a set of imperfect measures for a central tendency. Means and medians are the abstractions. Therefore, I looked at the mesothelioma statistics quite differently - and not only because I am an optimist who tends to see the doughnut instead of the hole, but primarily because I know that variation itself is the reality. I had to place myself amidst the variation. When I learned about the eight-month median, my first intellectual reaction was: fine, half the people will live longer; now what are my chances of being in that half. I read for a furious and nervous hour and concluded, with relief: damned good. I possessed every one of the characteristics conferring a probability of longer life: I was young; my disease had been recognized in a relatively early stage; I would receive the nation's best medical treatment; I had the world to live for; I knew how to read the data properly and not despair.
  • Another technical point then added even more solace. I immediately recognized that the distribution of variation about the eight-month median would almost surely be what statisticians call "right skewed." (In a symmetrical distribution, the profile of variation to the left of the central tendency is a mirror image of variation to the right. In skewed distributions, variation to one side of the central tendency is more stretched out - left skewed if extended to the left, right skewed if stretched out to the right.) The distribution of variation had to be right skewed, I reasoned. After all, the left of the distribution contains an irrevocable lower boundary of zero (since mesothelioma can only be identified at death or before). Thus, there isn't much room for the distribution's lower (or left) half - it must be scrunched up between zero and eight months. But the upper (or right) half can extend out for years and years, even if nobody ultimately survives. The distribution must be right skewed, and I needed to know how long the extended tail ran - for I had already concluded that my favorable profile made me a good candidate for that part of the curve.
  • The distribution was indeed, strongly right skewed, with a long tail (however small) that extended for several years above the eight month median. I saw no reason why I shouldn't be in that small tail, and I breathed a very long sigh of relief. My technical knowledge had helped. I had read the graph correctly. I had asked the right question and found the answers. I had obtained, in all probability, the most precious of all possible gifts in the circumstances - substantial time.
  • One final point about statistical distributions. They apply only to a prescribed set of circumstances - in this case to survival with mesothelioma under conventional modes of treatment. If circumstances change, the distribution may alter. I was placed on an experimental protocol of treatment and, if fortune holds, will be in the first cohort of a new distribution with high median and a right tail extending to death by natural causes at advanced old age.
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    The Median Isn't the Message by Stephen Jay Gould
Weiye Loh

Hayek, The Use of Knowledge in Society | Library of Economics and Liberty - 0 views

  • the "data" from which the economic calculus starts are never for the whole society "given" to a single mind which could work out the implications and can never be so given.
  • The peculiar character of the problem of a rational economic order is determined precisely by the fact that the knowledge of the circumstances of which we must make use never exists in concentrated or integrated form but solely as the dispersed bits of incomplete and frequently contradictory knowledge which all the separate individuals possess.
  • The economic problem of society
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  • is a problem of the utilization of knowledge which is not given to anyone in its totality.
  • who is to do the planning. It is about this question that all the dispute about "economic planning" centers. This is not a dispute about whether planning is to be done or not. It is a dispute as to whether planning is to be done centrally, by one authority for the whole economic system, or is to be divided among many individuals. Planning in the specific sense in which the term is used in contemporary controversy necessarily means central planning—direction of the whole economic system according to one unified plan. Competition, on the other hand, means decentralized planning by many separate persons. The halfway house between the two, about which many people talk but which few like when they see it, is the
  • Which of these systems is likely to be more efficient depends mainly on the question under which of them we can expect that fuller use will be made of the existing knowledge.
  • It may be admitted that, as far as scientific knowledge is concerned, a body of suitably chosen experts may be in the best position to command all the best knowledge available—though this is of course merely shifting the difficulty to the problem of selecting the experts.
  • Today it is almost heresy to suggest that scientific knowledge is not the sum of all knowledge. But a little reflection will show that there is beyond question a body of very important but unorganized knowledge which cannot possibly be called scientific in the sense of knowledge of general rules: the knowledge of the particular circumstances of time and place. It is with respect to this that practically every individual has some advantage over all others because he possesses unique information of which beneficial use might be made, but of which use can be made only if the decisions depending on it are left to him or are made with his active coöperation.
  • the relative importance of the different kinds of knowledge; those more likely to be at the disposal of particular individuals and those which we should with greater confidence expect to find in the possession of an authority made up of suitably chosen experts. If it is today so widely assumed that the latter will be in a better position, this is because one kind of knowledge, namely, scientific knowledge, occupies now so prominent a place in public imagination that we tend to forget that it is not the only kind that is relevant.
  • It is a curious fact that this sort of knowledge should today be generally regarded with a kind of contempt and that anyone who by such knowledge gains an advantage over somebody better equipped with theoretical or technical knowledge is thought to have acted almost disreputably. To gain an advantage from better knowledge of facilities of communication or transport is sometimes regarded as almost dishonest, although it is quite as important that society make use of the best opportunities in this respect as in using the latest scientific discoveries.
  • The common idea now seems to be that all such knowledge should as a matter of course be readily at the command of everybody, and the reproach of irrationality leveled against the existing economic order is frequently based on the fact that it is not so available. This view disregards the fact that the method by which such knowledge can be made as widely available as possible is precisely the problem to which we have to find an answer.
  • One reason why economists are increasingly apt to forget about the constant small changes which make up the whole economic picture is probably their growing preoccupation with statistical aggregates, which show a very much greater stability than the movements of the detail. The comparative stability of the aggregates cannot, however, be accounted for—as the statisticians occasionally seem to be inclined to do—by the "law of large numbers" or the mutual compensation of random changes.
  • the sort of knowledge with which I have been concerned is knowledge of the kind which by its nature cannot enter into statistics and therefore cannot be conveyed to any central authority in statistical form. The statistics which such a central authority would have to use would have to be arrived at precisely by abstracting from minor differences between the things, by lumping together, as resources of one kind, items which differ as regards location, quality, and other particulars, in a way which may be very significant for the specific decision. It follows from this that central planning based on statistical information by its nature cannot take direct account of these circumstances of time and place and that the central planner will have to find some way or other in which the decisions depending on them can be left to the "man on the spot."
  • We need decentralization because only thus can we insure that the knowledge of the particular circumstances of time and place will be promptly used. But the "man on the spot" cannot decide solely on the basis of his limited but intimate knowledge of the facts of his immediate surroundings. There still remains the problem of communicating to him such further information as he needs to fit his decisions into the whole pattern of changes of the larger economic system.
  • The problem which we meet here is by no means peculiar to economics but arises in connection with nearly all truly social phenomena, with language and with most of our cultural inheritance, and constitutes really the central theoretical problem of all social science. As Alfred Whitehead has said in another connection, "It is a profoundly erroneous truism, repeated by all copy-books and by eminent people when they are making speeches, that we should cultivate the habit of thinking what we are doing. The precise opposite is the case. Civilization advances by extending the number of important operations which we can perform without thinking about them." This is of profound significance in the social field. We make constant use of formulas, symbols, and rules whose meaning we do not understand and through the use of which we avail ourselves of the assistance of knowledge which individually we do not possess. We have developed these practices and institutions by building upon habits and institutions which have proved successful in their own sphere and which have in turn become the foundation of the civilization we have built up.
  • To assume all the knowledge to be given to a single mind in the same manner in which we assume it to be given to us as the explaining economists is to assume the problem away and to disregard everything that is important and significant in the real world.
  • That an economist of Professor Schumpeter's standing should thus have fallen into a trap which the ambiguity of the term "datum" sets to the unwary can hardly be explained as a simple error. It suggests rather that there is something fundamentally wrong with an approach which habitually disregards an essential part of the phenomena with which we have to deal: the unavoidable imperfection of man's knowledge and the consequent need for a process by which knowledge is constantly communicated and acquired. Any approach, such as that of much of mathematical economics with its simultaneous equations, which in effect starts from the assumption that people's knowledge corresponds with the objective facts of the situation, systematically leaves out what is our main task to explain. I am far from denying that in our system equilibrium analysis has a useful function to perform. But when it comes to the point where it misleads some of our leading thinkers into believing that the situation which it describes has direct relevance to the solution of practical problems, it is high time that we remember that it does not deal with the social process at all and that it is no more than a useful preliminary to the study of the main problem.
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    The Use of Knowledge in Society Hayek, Friedrich A.(1899-1992)
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