{"id":238,"date":"2013-03-30T09:43:44","date_gmt":"2013-03-30T09:43:44","guid":{"rendered":"http:\/\/tomblog.firstsolo.net\/?p=238"},"modified":"2014-04-01T21:30:25","modified_gmt":"2014-04-01T21:30:25","slug":"response-to-steve-keen","status":"publish","type":"post","link":"http:\/\/tomblog.firstsolo.net\/index.php\/response-to-steve-keen\/","title":{"rendered":"Response to Steve Keen"},"content":{"rendered":"<p>I am reading Prof. Steve Keen&#8217;s book <em>Debunking Economics<\/em>, which is rather good, so far (I&#8217;m about 100 pages into it). Towards the end of chapter 4, however, I have begun to question Prof. Keen&#8217;s maths. On p96-98, Prof. Keen develops a formula for calculating the optimal output of a company in a competitive market. I could not follow the logic. I contacted Prof. Keen and he pointed me to <a title=\"Debunking the theory of the firm\u2014a chronology\" href=\"http:\/\/t.co\/5PkEbbpBw3\" target=\"_blank\">this<\/a>\u00a0article in which the logic which confused me is on p62.<\/p>\n<p>Prof. Keen asserts that in an &#8220;atomic&#8221; market (i.e. where different companies do not react to each other&#8217;s changes in output volume),<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bd+q_j%7D%7BdQ%7D+%3D+1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\frac{d q_j}{dQ} = 1' title='\\displaystyle \\frac{d q_j}{dQ} = 1' class='latex' \/>\u00a0\u00a0for all\u00a0\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='j' title='j' class='latex' \/> \u00a0\u00a0\u00a0\u00a0 <img src='http:\/\/s0.wp.com\/latex.php?latex=%281%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(1)' title='(1)' class='latex' \/><\/p>\n<p>where\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_j' title='\\displaystyle q_j' class='latex' \/>\u00a0is the output of the\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+j%5E%7Bth%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle j^{th}' title='\\displaystyle j^{th}' class='latex' \/> company and\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> is the output of the market as a whole.<!--more--><\/p>\n<p>I argue that this results in a contradiction which is found by asking the value of <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Csum_%7B%5Cforall+j%7D+%5Cfrac%7Bd+q_j%7D%7BdQ%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\sum_{\\forall j} \\frac{d q_j}{dQ}' title='\\displaystyle \\sum_{\\forall j} \\frac{d q_j}{dQ}' class='latex' \/>.<\/p>\n<p>Given (1),<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Csum_%7B%5Cforall+j%7D+%5Cfrac%7Bd+q_j%7D%7BdQ%7D%3D%5Csum_%7B%5Cforall+j%7D1%3Dn&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\sum_{\\forall j} \\frac{d q_j}{dQ}=\\sum_{\\forall j}1=n' title='\\displaystyle \\sum_{\\forall j} \\frac{d q_j}{dQ}=\\sum_{\\forall j}1=n' class='latex' \/>\u00a0 \u00a0 \u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%282%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(2)' title='(2)' class='latex' \/><\/p>\n<p>where <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+n&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle n' title='\\displaystyle n' class='latex' \/> is the number of companies in the market. On the other hand, the total output of the market,\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/>, is the sum of the outputs of each of the companies in the market. i.e.<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q%3D%5Csum_%7B%5Cforall+j%7D+q_j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q=\\sum_{\\forall j} q_j' title='\\displaystyle Q=\\sum_{\\forall j} q_j' class='latex' \/><\/p>\n<p>Taking derivatives of both sides of this equation with respect to\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> yields<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+1%3D%5Csum_%7B%5Cforall+j%7D+%5Cfrac%7Bd+q_j%7D%7BdQ%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle 1=\\sum_{\\forall j} \\frac{d q_j}{dQ}' title='\\displaystyle 1=\\sum_{\\forall j} \\frac{d q_j}{dQ}' class='latex' \/><\/p>\n<p>which contradicts (2) in every case where <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+n%5Cnot%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle n\\not=1' title='\\displaystyle n\\not=1' class='latex' \/>, i.e. in any market with more than one company.<\/p>\n<p>Indeed, I am uncertain as to whether it makes any sense to speak of <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bd+q_j%7D%7BdQ%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\frac{d q_j}{dQ}' title='\\displaystyle \\frac{d q_j}{dQ}' class='latex' \/> since <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> depends on all the <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/>, but the\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/> are quite explicitly independent of each other. Reverting to first principles,<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bd+q_j%7D%7BdQ%7D%3D%5Clim_%7Bh+%5Cto+0%7D+%5Cfrac%7Bq_j%28Q%2Bh%29-q_j%28Q%29%7D%7Bh%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\frac{d q_j}{dQ}=\\lim_{h \\to 0} \\frac{q_j(Q+h)-q_j(Q)}{h}' title='\\displaystyle \\frac{d q_j}{dQ}=\\lim_{h \\to 0} \\frac{q_j(Q+h)-q_j(Q)}{h}' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%3D%5Clim_%7Bh+%5Cto+0%7D+%5Cfrac%7Bq_j%28q_1%2Bq_2%2B%5Cldots%2Bq_n%2Bh%29-q_j%28q_1%2Bq_2%2B%5Cldots%2Bq_n%29%7D%7Bh%7D&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle =\\lim_{h \\to 0} \\frac{q_j(q_1+q_2+\\ldots+q_n+h)-q_j(q_1+q_2+\\ldots+q_n)}{h}' title='\\displaystyle =\\lim_{h \\to 0} \\frac{q_j(q_1+q_2+\\ldots+q_n+h)-q_j(q_1+q_2+\\ldots+q_n)}{h}' class='latex' \/><\/p>\n<p style=\"text-align: left;\">I find it difficult to find any understanding of what the numerator in this limit expression means.<\/p>\n<p>Prof. Keen suggests that I may be confusing partial derivatives with total derivatives. As can be seen, however, there are no partial derivatives involved. Having said that, the partial derivative of\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_j' title='\\displaystyle q_j' class='latex' \/> with respect to\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> is, indeed, equal to 1:<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q%3D%5Csum_%7B%5Cforall+i%7Dq_i%3Dq_j%2B%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' title='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+q_j%3DQ-%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' title='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+%5Cfrac%7B%5Cpartial+q_j%7D%7B%5Cpartial+Q%7D%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore \\frac{\\partial q_j}{\\partial Q}=1' title='\\displaystyle \\therefore \\frac{\\partial q_j}{\\partial Q}=1' class='latex' \/>\u00a0 \u00a0 \u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%283%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(3)' title='(3)' class='latex' \/><\/p>\n<p style=\"text-align: left;\">However, this is by the by. Prof. Keen&#8217;s argument relies on the total derivative, not the partial derivative. If I am right, then this analysis breaks a key step between Prof. Keen&#8217;s equations (0.5) and (0.6).<\/p>\n<h2 style=\"text-align: left;\">Moving on<\/h2>\n<p>The argument above was where I started. But in preparing it, I have scrutinised Prof. Keen&#8217;s article more carefully and I now note another concern, this time on p63. In deriving equation (0.8) from (0.7), Prof. Keen implicitly uses another supposed consequence of &#8220;atomicity&#8221; which he first mentioned on p58, namely that:<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7B%5Cpartial+q_j%7D%7B%5Cpartial+q_i%7D%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\frac{\\partial q_j}{\\partial q_i}=0' title='\\displaystyle \\frac{\\partial q_j}{\\partial q_i}=0' class='latex' \/> <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cforall&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\forall' title='\\displaystyle \\forall' class='latex' \/>\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+i%5Cnot%3Dj&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle i\\not=j' title='\\displaystyle i\\not=j' class='latex' \/>\u00a0 \u00a0 \u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%284%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(4)' title='(4)' class='latex' \/><\/p>\n<p style=\"text-align: left;\">This constitutes a system of partial differential equations. Added to this system is the boundary condition that <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> is the sum of the <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/>. The difficulty is that this boundary condition is inconsistent with the PDEs. This is shown very simply, following similar logic to the derivation of (3) above:<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q%3D%5Csum_%7B%5Cforall+i%7Dq_i%3Dq_j%2B%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' title='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+q_j%3DQ-%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' title='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+%5Cfrac%7B%5Cpartial+q_j%7D%7B%5Cpartial+q_i%7D%3D-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore \\frac{\\partial q_j}{\\partial q_i}=-1' title='\\displaystyle \\therefore \\frac{\\partial q_j}{\\partial q_i}=-1' class='latex' \/><\/p>\n<p style=\"text-align: left;\">This contradicts (4).<\/p>\n<p style=\"text-align: left;\">So what should the consequence of atomicity be? Simply that, all effects taken into account, a change in the output of one company has no effect in the output of any other company. i.e. a change in <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/> has no effect on <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_j&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_j' title='\\displaystyle q_j' class='latex' \/> for\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=i%5Cnot%3Dj&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='i\\not=j' title='i\\not=j' class='latex' \/>. This can be expressed in terms of a system of ordinary differential equations:<\/p>\n<p style=\"text-align: center;\"><span style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cfrac%7Bd+q_j%7D%7Bd+q_i%7D%3D0&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\frac{d q_j}{d q_i}=0' title='\\displaystyle \\frac{d q_j}{d q_i}=0' class='latex' \/> <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Cforall&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\forall' title='\\displaystyle \\forall' class='latex' \/> <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+i%5Cnot%3Dj&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle i\\not=j' title='\\displaystyle i\\not=j' class='latex' \/>\u00a0 \u00a0 \u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%285%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(5)' title='(5)' class='latex' \/><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"text-align: left;\">Critically, these equations are consistent with\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/> being the sum of the <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/>:<\/span><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q%3D%5Csum_%7B%5Cforall+i%7Dq_i%3Dq_j%2B%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' title='\\displaystyle Q=\\sum_{\\forall i}q_i=q_j+\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+q_j%3DQ-%5Csum_%7Bi%5Cnot%3Dj%7Dq_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' title='\\displaystyle \\therefore q_j=Q-\\sum_{i\\not=j}q_i' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+%5Cfrac%7Bd+q_j%7D%7Bd+q_i%7D%3D%5Cfrac%7Bd+Q%7D%7Bd+q_i%7D-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore \\frac{d q_j}{d q_i}=\\frac{d Q}{d q_i}-1' title='\\displaystyle \\therefore \\frac{d q_j}{d q_i}=\\frac{d Q}{d q_i}-1' class='latex' \/>\u00a0 \u00a0 \u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%286%29&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='(6)' title='(6)' class='latex' \/><\/p>\n<p style=\"text-align: left;\">Taking (5), we now find no contradiction (whereas the argument foundered at this point when we were considering (4)). Further, we find we have simply derived another consequence of atomicity which Prof. Keen, himself, asserts on p58. Taking (5) and (6):<\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+0%3D%5Cfrac%7Bd+Q%7D%7Bd+q_i%7D-1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle 0=\\frac{d Q}{d q_i}-1' title='\\displaystyle 0=\\frac{d Q}{d q_i}-1' class='latex' \/><\/p>\n<p style=\"text-align: center;\"><img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+%5Ctherefore+%5Cfrac%7Bd+Q%7D%7Bd+q_i%7D%3D1&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle \\therefore \\frac{d Q}{d q_i}=1' title='\\displaystyle \\therefore \\frac{d Q}{d q_i}=1' class='latex' \/><\/p>\n<p style=\"text-align: left;\">This is part of Stigler&#8217;s 1957 observation, which Prof Keen quotes on p58.<\/p>\n<p style=\"text-align: left;\">We can conclude that, since all <img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+q_i&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle q_i' title='\\displaystyle q_i' class='latex' \/> have a relationship with\u00a0<img src='http:\/\/s0.wp.com\/latex.php?latex=%5Cdisplaystyle+Q&#038;bg=ffffff&#038;fg=000000&#038;s=0' alt='\\displaystyle Q' title='\\displaystyle Q' class='latex' \/>, they necessarily also have a relationship with each other,\u00a0but the net effects cancel out. This equates to saying that the partial derivatives are non-zero, but the total derivatives are zero.<\/p>\n<h2 style=\"text-align: left;\">So&#8230;<\/h2>\n<p style=\"text-align: left;\">On the whole, this wrecks Prof. Keen&#8217;s argument. Unless I am badly misremembering undergrad maths. 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Towards the end of chapter 4, however, I have begun to question Prof. Keen&#8217;s maths. 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