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在所有社會科學甚至自然科學的方法論討論中,實證主義(positivism)都早已遭遇猛烈攻擊,但經濟學似乎是個例外,不僅方法論的討論不太多,且大多數經濟學家依然習慣抱著實證主義(或者修改一下成為證偽主義)不放。

姑且先撇開對於實證主義本身的方法論批評;仔細想想,經濟理論真的都能以符合實證主義的方法加以證實或證偽嗎?

According to Varoufakis Yanis(1998)Foundations of economics: a beginner’s companion, section 11.3 『Why economics theories cannot be judged by the facts』

Consider the basic hypothesis of the neoclassical approach: ‘All rational people are maximisers.‘ ……there are indeed many tests we can conduct in laboratories to find out if people behave in a manner consistent with the principles of utility maximisation. The problem is that such tests are not likely to settle the debate in favour or against the neoclassical hypothesis the people are maximisers.

If people turn out to maximise utility, neoclassical economists can modify their hypothesis subtly, for example they may put forward the amended hypothesis: ‘There is something that people maximise.‘ Perhaps there is. The problem is that this hypothesis can never be refuted, nor can it be verified. If we establish that people do not maximise utility, the defender of neoclassical economics can always turn around and say: ‘But how do you know that there is not something that they maximise?‘ The answer is: we cannot know. Thus the hypothesis that people maximise cannot be proved wrong(i.e. refuted) in which case we have a theory motivating all economic testbooks which is beyond the empricists’ and positivists’ method of theory appraisal.

‧註一:上面這段文字所批評的現象看來是真實存在的,比如賽局理論中關於「人是否自私」的那一大串實驗經濟學研究,或者如Gary Becker與《蘋果橘子經濟學》那樣,把「誘因」的定義放得無限寬廣。

‧註二:有一些經濟學家認為,60歲以前不要碰方法論問題,那是創造力枯竭的傢伙幹的事情,而且容易走火入魔。這話不無道理。但在做研究的過程中,方法論問題總還是會在這裡那裡冒出來,所以有空思考一下似乎也不錯。
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到目前為止,我曾在一些場合聽到經濟學家對此問題的兩種回答。

第一種可以算是方法論的標準答案,就是:經濟學與其他科學一樣,有許多自明的「公理」,例如上面提到的「效用最大化」。這些「公理」類似於基本定義,本就不是可以證實或證偽的對象;證實與證偽,是針對依據這些公理所推衍出來的種種命題與宣稱才能夠進行。這有點類似拉卡托斯的「核心-保護帶」說。

第二種回答比較妙。該經濟學家老實承認確有此問題,不過無所謂,只要能夠自圓其說自得其樂就行了。呵呵。

產能利用率與失業

美國經濟學家Mark Thoma發了篇文章,指出美國的製造業產能利用率的走勢過去都與失業率走勢相符,但1990年代中期以後卻日漸脫節,如此圖所示(注意,代表產能利用率的紅線是100-C.U.,即紅線往下走才表示產能利用率提升,往上走反而是下降):


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讀經濟學論文,看多了希臘字母,也來聽點希臘音樂吧!

(不知為何,我無法嵌入Democracy Now網站上的影片,只好從youtube轉。Democracy Now網頁有該段訪談的逐字稿如下)
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The Renminbi and Poor-Country Growth – OECD (摘要版:Global imbalances, the renminbi, and poor-country growth – VOX

關於中國經濟,目前很多人批評它拼命出口到歐美國家(低估人民幣)累積外匯,造成全球經濟失衡。這篇OECD的paper換個角度,從其他發展中國家的角度,談中國的發展對其他較窮的發展中國家有何影響,以這角度切入目前關於中國經濟的辯論。

大致可分成兩部分。第一部份是研究中國經濟成長對於其他國家的影響,迴歸分析發現對於其他窮國大致是正面的。研究中還指出,2000年以後中國的競爭優勢確實出現提升;1997年之前中國產品對其他低收入的發展中國家具有價格壓力,而在1997年之後則是對中等收入的發展中國家造成壓力,對低收入國家則否。

第二部分則是將此種影響帶入目前的人民幣匯率爭論,指出人民幣快速升值對於其他發展中國家也有害,因為其他國近年來得益於中國經濟的帶動,如果人民幣快速升值(超出其應該有的、根據自身發展情況的逐步升值)而使中國經濟減速,這些發展中國家(尤其是窮國)將連帶受到衝擊。

但應注意,前面提過,中國產品目前對中等收入國家具有價格壓力,所以如果人民幣升值,中等收入國家可以在價格競爭方面得到利益;不過,由於這些國家目前同時也得益於中國成長的帶動效果,所以人民幣升值帶來的效應將是一正一負,總的結果並不確定。

同時,由於中國的生產效率高於其他發展中國家,因此即使中國的生產有一大部份因為人民幣升值而轉移到其他國家,就發展中國家整體而言,也不會帶來與中國生產同等的成長(例如減貧)效果。

Global Imbalances: An unconventional view – IDEAs

這篇更特別,俄羅斯的這位Vladimir Popov對各發展中國家壓低匯率進行出口導向發展的模式給予正面肯定,認為這似乎是目前看來唯一可行的趕超戰略,而西方國家除了美國與英國之外,貿易逆差都不算高,應該還可以承受更多債務,如此將能改變數百年來落後國家與先進的西方國家差距不斷擴大的趨勢。

這觀點非常片面,不過確實說出了一些有趣的東西,而且是大白話。

There is strong evidence that the accumulation of reserves can spur long-term growth in developing countries, although not in rich countries. If all countries use these policies, all will lose, and, on top of that, for developed countries this policy does not work. But for developing countries it works, and there are good reasons why these countries should have sufficient policy space to use this tool to promote catch up development.

Accumulation of reserves means that the country saves more than it invests, produces more than it consumes, providing its savings to finance investment and consumption in other countries. This may sound like a drag on development; it is often argued that capital should flow from rich to poor countries because K/L ratios are lower in developing countries and hence the returns on capital are greater. However, this is only one effect. The other effect is a dynamic one and it works in a completely opposite direction: if a country manages somehow to become competitive in the world markets (either through higher productivity or through lower wages or through low exchange rate), it starts to export more than it imports and develops a trade surplus. If this surplus is stored in the form of foreign exchange reserves, the exchange rate gets undervalued and the trade surplus persists. That is why countries that develop faster than the others usually have a trade surplus (United States in the twentieth century before the 1970s, Japan and Germany after the Second World War, East Asian Tigers and Dragons and China, of course). Accumulation of reserves (that are invested in reliable short-term government securities and yield very low interest rates) implies losses to the national economy (Rodrik, 2006), but every policy has costs – this is a price to pay for promoting growth.

The argument against the policy of reserve accumulation and undervaluation of the exchange rate for developing countries is the following: if all poor countries would pursue this policy, developed countries would finally accumulate unsustainable levels of debts and the inevitable subsequent adjustment could be painful.

But even today the debt of the rich countries is not that high. US has net international indebtedness of about 30% of GDP, Euro area has net international liabilities of 16% of GDP, and Japan is a net creditor with net international assets of nearly 50% of GDP.

As the table below suggests, it is exactly developing countries that are the major international debtors, whereas developed countries (with a notable exception of US and UK) are mostly net creditors; so there is still room for the West to go into debt.

To conclude, reserve accumulation works as a development tool (theoretically, every externality could be taken care of through taxes, but in practice selective policies rarely work). Because protectionism is currently de facto outlawed by WTO, exchange rate protectionism is the only available tool for promoting catch up development, in a way – the instrument of last resort. Reserve accumulation in poor countries will not continue forever; it will come to an end, once they catch up with the West. Meanwhile, developed countries get a chance to consume more than they produce. Why not go into debt to help the global South catch up with the West sooner?

這兩篇關於勞動市場的研究乍看之下有些反常識,但其實都挺合理:

Labor Laws and Innovation – NBER

Stringent labor laws can provide firms a commitment device to not punish short-run failures and thereby spur their employees to pursue value-enhancing innovative activities. Using patents and citations as proxies for innovation, we identify this effect by exploiting the time-series variation generated by staggered country-level changes in dismissal laws. We find that within a country, innovation and economic growth are fostered by stringent laws governing dismissal of employees, especially in the more innovation-intensive sectors. Firm-level tests within the United States that exploit a discontinuity generated by the passage of the federal Worker Adjustment and Retraining Notification Act confirm the cross-country evidence.

1980年代與自由化、私有化一同興起的「彈性化(flexibilization)」論,差不多把「解除勞動市場管制」無限上綱,不論是工作福利、勞動條件、團體協約、工作內容等等各種層面的規約,皆排上了應予彈性化的清單。但其實在當時就有不少修正主義路線的研究指出:某一面向的彈性化可能需要其他面向的』rigidity』作為補充或支撐,比如有好的福利保障才能激發工人更靈活彈性的工作表現,因此完全的彈性化在現實上未必可行或有效。這篇NBER的研究就屬於這種。

Immigration and productive tasks: Can immigrant workers benefit native workers? – VOX

Several studies find that immigrants do not harm the wages and job prospects of native workers. This column seeks to explain these somewhat counterintuitive findings by emphasizing the scope for complementarities between foreign-born and native workers. Examining 14 European countries from 1996 to 2007, it finds that immigrants often supply manual skills, leaving native workers to take up jobs that require more complex skills – even boosting demand for them. Immigrants replace “tasks”, not workers.

一般人談到移工(or外勞),講的都是他們搶了我們的工作的「替代效果」,但其實移工也會有「互補效果」,也就是低階勞工增加,與其配合的高階勞工也會相應增加,一減一加,總的結果「未必」會使本國工人失業增加。只要是比較嚴謹的文獻都會提到這一點,可惜一般都只拿「外勞搶工作」的部分出來講,於是便形成了強烈的刻板印象。

當然,這裡仍有一個難題:被移工替代的與因移工而補上的,在現實上通常並非同一群人,形成低階的「受害」而高階的「受益」,兩類工作之間的流動絕非想像中容易。


被彷彿無窮無盡的工作與課業追趕著~~我 絕 不 認 輸!

Inventory Cycle 存貨週期

寫報告時注意到這個東西:Inventory Cycle,譯成「存貨週期」。What’s this?
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我當兵受訓的時候,跟大家一起摸魚,上課要挖傘兵坑之類自然也只是做做樣子,教官有時也無可奈何。有一次跟同梯一群人在下課時半開玩笑地問教官:你看我們現在的樣子,會不會擔心到時候沒辦法打仗啊?

只見教官笑著說,1996年台海危機時,他當時人在金門,發現平常混水摸魚的士兵,這時不用特別盯,一個一個都變得非常積極,自動去擦槍堆沙包。他說:要是真的開戰,你自己上戰場,敵人就在你面前,不是你死就是他死的時候,現在不開槍不挖洞的,到時自動就會了。

正如那個教官所說,一般印象中,戰場上的敵對雙方,大概是最不可能出現合作行為的人群。不過,歷史上卻真有案例違背這種一般印象,而且是在雙方廝殺極為慘烈的戰爭中,兩軍對峙拉鋸之際,敵對陣營的士兵違背自己軍官的指令,自發地停火,對方不開槍我也不開槍,沒有任何協議,卻維持某種奇妙的「合作」關係。

這是怎麼一回事呢?

最近在《A Quantitative Tour of the Social Sciences》這本書裡讀到一個有趣的段落,談賽局理論中囚犯困境概念的應用分析,背景是第一次世界大戰(基本上是歐戰)西線戰場上的壕溝戰,焦點便是上述的、出現於敵對雙方士兵之間的奇妙合作現象。


(圖中紅線即為壕溝戰沿線,所謂西線)
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Gauss, Leopardi and Statistics

德國數學家高斯(Carl Friedrich Gauß)(上圖),與義大利詩人李奧帕迪(Giacomo Leopardi)(下圖),兩人有什麼共同點?

1. 生活時代相近。(不過高斯從1777活到了1855年,李奧帕迪則短命得多,1798到1837,不到40歲就掛了)

2. 都是男人!(這點當然是說來湊數的…)

3. 好吧,我要說的真正重點是:他們都跟統計學有關。
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住展雜誌,第345期,2010-05-12/編輯部

當我們拉長時間看,房價走勢確實是漲幅遠大於跌幅。

不過以近兩年情況,都會房市在洶湧資金的推波下,價格漲幅也的確太大、太快,甚至可說已脫離『常軌』。然而實情是,如無買方承接,賣方也不可能持續墊高開價;因此核心問題就變成:大台北的高房價,到底是誰買單?

而這中間透露的訊息,不只是價格是否獲得實質支撐而已… 繼續閱讀 »

小便斗裡的蒼蠅

照片拍攝於台大工綜館一樓男廁。

畫上蒼蠅的目的是引誘男生瞄準,免得尿液外漏到地板上(背景資訊)。據說寫了Nudge一書的行為經濟學者Richard Thaler認為此例顯示了人類行為的非理性成分,但也有學者認為這其實非常理性,因為可以獲得小小的娛樂,稍微改變一下撒尿的方式,很合算。

碳交易的故事

這幾天的通勤途中讀了兩本有趣的科普書,大致對應的是「個體計量」與「實驗經濟學」兩個領域。先介紹這一本:

什麼都能算,什麼都不奇怪(Super Crunchers)

有一次我問計量課老師,類似《蘋果橘子經濟學》那樣的個體計量研究,究竟在公共政策實務上有什麼應用空間?

尤其在台灣,公共政策的品質之糟糕是有目共睹的,各種施政根本不尋求嚴謹的研究支持,甚或發包的研究案擺明了就是要求為其施政背書宣傳。另一個重大的侷限則是資料的品質。相較於美國和日本,台灣的統計資料品質實在不好,既有的許多資料在取得上也有各種奇怪限制,自然也大大侷限了此類個體計量的研究空間。

老師回答說,個體計量在台灣的政策實務上確實沒什麼用,只是有啟發性的研究。不過他接著補充說,在企業界已經有人開始重視這種方法,分析企業手中所掌握的資訊,可以對企業產生直接助益。

這本書就是這樣的應用案例集。 繼續閱讀 »

恐怖主義者,尤其是那些自殺炸彈客,究竟是基於什麼原因而決定採取如此激烈的手段呢?

◎貧困或缺乏教育?

有些流行的意見認為,恐怖主義的來源是經濟貧困,或是缺乏教育所導致的無知與瘋狂。
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