dagblog - Comments for "David Brooks Does Not Understand How Wages Work" http://dagblog.com/david-brooks-does-not-understand-how-wages-work-22000 Comments for "David Brooks Does Not Understand How Wages Work" en That is a good summary of the http://dagblog.com/comment/234863#comment-234863 <a id="comment-234863"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234604#comment-234604">Interesting topic. I hardly</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>That is a good summary of the status of the industry. While it does a great job at showing the contrast between traditional and emerging processes such as Building Information Modeling and tools requiring greater technical expertise, there is another change that should be emphasized: a breakdown of the previous management culture.</p> <p>In the traditional construction management structure, a person had to demonstrate competence in their responsibilities before given the task of managing others. So, in the case of carpentry, the progression is Laborer, Carpenter's Helper, Carpenter, Lead Carpenter, Site Supervisor. The Supervisor has to manage other trades and thus has to understand enough about them to control the assembly. This seems a simple of enough program to follow but other factors are in play. The need to manage the job as parts of a competitive deal puts a high premium on corporate project management skills. It introduces a selection process that interrupts the traditional sequence in order to utilize those who work well in both environments. </p> <p>So the preponderance of older workers is not just about how many new people are coming into the industry. The older workers are not being replicated by the younger ones who are there now.</p> </div></div></div> Sat, 04 Mar 2017 16:17:05 +0000 moat comment 234863 at http://dagblog.com Good post Mike.  I would add http://dagblog.com/comment/234694#comment-234694 <a id="comment-234694"></a> <p><em>In reply to <a href="http://dagblog.com/david-brooks-does-not-understand-how-wages-work-22000">David Brooks Does Not Understand How Wages Work</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>Good post Mike.  I would add that the Colorado construction wage paradigm demonstrates how raising the minimum wage can in some situations lead paradoxically to higher employment.  In the Centennial State, it appears that builders are forsaking profitable projects because taking on more work would require them to pay higher wages across the board than the current industry average of $26.  The resulting higher labor costs would reduce profits per project by a greater amount than the increase in profits from more projects (with lower margins) overall. </p> <p>Now imagine that Colorado raises the minimum wage for construction work to $30/hour.  Assuming that builders can still realize sufficient profits at this labor price point to justify realistic bids, we can project an increase in total employment in construction.  This is because builders will take on as many projects as they can staff at $30 per hour regardless of whether total profits would be higher if labor costs were lower.</p> <p>In an employment market characterized by high barriers to entry and a limited number of employers (depicted in chart below), this situation is most likely to occur.  Thus, raising the minimum wage from W2 to W1 will lead to an increase in jobs.  See also <a href="http://davidcard.berkeley.edu/papers/njmin-aer.pdf">http://davidcard.berkeley.edu/papers/njmin-aer.pdf</a></p> <p><img alt="" 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" /></p> <p>X axis = Number of workers</p> <p>Y axis = Wages</p> <p>Negative sloping line depicts the point where marginal return per employee equals wages paid.  Higher wages mean fewer employees because the last hired employees must generate a higher return for the employer to justify their higher salaries.  Lower wages mean more employees because the last hired employees do not need to generate as great a return for their employer.</p> <p>The steeper positive sloping line depicts the marginal cost of hiring one more worker at any particular point.  The less steep line depicts the average cost of labor (i.e., the prevailing wage) necessary to entice any specific number of employees.  Where the marginal cost is steeper, employers will not produce at an optimal level.  Doing so would require them to forsake the supernormal profits they gain from paying at a below-optimal wage level.</p> </div></div></div> Tue, 28 Feb 2017 14:06:56 +0000 HSG comment 234694 at http://dagblog.com I bow to your advanced http://dagblog.com/comment/234680#comment-234680 <a id="comment-234680"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234654#comment-234654">Except maybe Krugman, Krugman</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>I bow to your advanced knowledge of Lena scripts. And doh, I think I figured out the correct answer: <a href="http://dagblog.com/link/americans-stop-movin-22023#comment-234679">libertarians like Tyler Cowen.</a></p> <p>(Article I posted there on millenials certainly rings true for me as to the 10 or so I worked with as temps this last summer--was a good mixture too, not only college students but supermarket cashier workers, and semi-lazy hipsters getting work on Taskrabbit... and that's without going into listening to complaints from boomer male colleagues about their children.)</p> </div></div></div> Tue, 28 Feb 2017 09:05:47 +0000 artappraiser comment 234680 at http://dagblog.com You guys are so two thousand http://dagblog.com/comment/234670#comment-234670 <a id="comment-234670"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234633#comment-234633">Fascinating.  Thanks for this</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>You guys are so two thousand and ten...You don't BUILD houses anymore--You print them<a href="https://www.theguardian.com/technology/video/2014/apr/29/3d-printer-builds-houses-china-video">https</a><a href="https://www.theguardian.com/technology/video/2014/apr/29/3d-printer-builds-houses-china-video">://www.theguardian.com/technology/video/2014/apr/29/3d-printer-builds-houses-china-video</a></p> </div></div></div> Tue, 28 Feb 2017 02:27:39 +0000 jollyroger comment 234670 at http://dagblog.com Except maybe Krugman, Krugman http://dagblog.com/comment/234654#comment-234654 <a id="comment-234654"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234638#comment-234638">I agree and I think the same</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><blockquote> <p>Except maybe Krugman, Krugman somehow got himself an it factor, he is a celeb.</p> </blockquote> <p>Though on the season premiere of <em>Girls </em>(which, yes, I hate-watch) Krugman is the butt of millennial jokes. I think he's losing his halo.</p> </div></div></div> Mon, 27 Feb 2017 15:21:53 +0000 Michael Maiello comment 234654 at http://dagblog.com I agree and I think the same http://dagblog.com/comment/234638#comment-234638 <a id="comment-234638"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234637#comment-234637">Brooks speaks for and</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>I agree and I think the same about another NYT columnist that has been a bete noire for a lot of liberal bloggers: Tom Friedman. On the other hand, younger voters left right and center don't pay any attention to any of these folks, who knows what they pay attention to and I doubt the op-ed writers understand them either. (I was just reading an art review by a millenial about a show in L.A., it is like in a different language. This is why I am thinking on that.) Except maybe Krugman, Krugman somehow got himself an it factor, he is a celeb.</p> </div></div></div> Mon, 27 Feb 2017 05:46:05 +0000 artappraiser comment 234638 at http://dagblog.com Brooks speaks for and http://dagblog.com/comment/234637#comment-234637 <a id="comment-234637"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234604#comment-234604">Interesting topic. I hardly</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>Brooks speaks for and influences the moderate wing of the republican party. If we want to understand those voters reading Brooks is essential. And we want to understand those voters because those are the people we need to move towards the democrats to win in some of the red or even purple states. I agree with rmrd who has frequently posted that democrats cannot reach Trump's supporters. We need to reach republican moderates who disliked Trump and who have been uncomfortable with the extreme right wing, evangelicals, and anti-environmentalists for years if we want to take back state governments and house and senate seats.</p> </div></div></div> Mon, 27 Feb 2017 03:30:04 +0000 ocean-kat comment 234637 at http://dagblog.com Fascinating.  Thanks for this http://dagblog.com/comment/234633#comment-234633 <a id="comment-234633"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234604#comment-234604">Interesting topic. I hardly</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>Fascinating.  Thanks for this.</p> </div></div></div> Mon, 27 Feb 2017 02:17:41 +0000 Michael Maiello comment 234633 at http://dagblog.com Interesting topic. I hardly http://dagblog.com/comment/234604#comment-234604 <a id="comment-234604"></a> <p><em>In reply to <a href="http://dagblog.com/david-brooks-does-not-understand-how-wages-work-22000">David Brooks Does Not Understand How Wages Work</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>Interesting topic. I hardly pay attention to Brooks or the NYT anymore. Here is link to a 64 page PDF of a report, Shaping the Future of Construction:</p> <p><a href="http://www3.weforum.org/docs/WEF_Shaping_the_Future_of_Construction_full_report__.pdf">http://www3.weforum.org/docs/WEF_Shaping_the_Future_of_Construction_full...</a></p> <p>You can either read the executive summary, or skip ahead to page 36 to read about workforce issues.</p> <p>"The E&amp;C industry will face stiff recruiting and talent challenges in the years ahead. One major challenge is the prospective scarcity of skilled labour, driven by demographic shifts in developed countries. A case in point is the United States: between 1985 and 2014, the average age of construction workers surged from 36 to 43 years, while over the same period the proportion of soon-to-be retirees (aged 45 to 64 years) increased from 25% to 40% (see Figure 15). 81 Another serious challenge relates to the increasing sophistication of technology, which demands new and broader skill sets at all levels of a company. A final challenge is the high volatility of workforce demand and composition: staff demands become evident at short notice following a<br /> competitive tendering bid, and the execution of contracts typically requires the short-term integration of a transient workforce from multiple subcontractors."</p> <p>The authors accurately observe that the focus on low bids is a problem, but offer no solution. Besides bromides about better training, the proposed solutions include emulating the auto industry in terms of closely monitoring the work, expanding the use of BIM software throughout the industry, semi-automation of construction techniques, and increasing the size of firms. Frankly, firms will have to be larger to afford the other three recommendations, and none of them imply higher wages for anyone outside the trailers.</p> <p>Also, a large portion of future construction is going to be retrofit, in which BIM and automation are more difficult.</p> </div></div></div> Sun, 26 Feb 2017 15:23:09 +0000 Anon comment 234604 at http://dagblog.com Common sense is for http://dagblog.com/comment/234585#comment-234585 <a id="comment-234585"></a> <p><em>In reply to <a href="http://dagblog.com/comment/234540#comment-234540">Commie!</a></em></p> <div class="field field-name-comment-body field-type-text-long field-label-hidden"><div class="field-items"><div class="field-item even"><p>Common sense is for communists.</p> </div></div></div> Sat, 25 Feb 2017 20:53:56 +0000 Michael Maiello comment 234585 at http://dagblog.com