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Kritik av Rothsteins slutsats om religion i DN mars 2015
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| "# Beh\u00f6ver positiva kausala samband medf\u00f6ra positiv korrelation?\n", | |
| "\n", | |
| "Bo Rothstein menade i sin debattartikel i DN 1 mars 2015 [Religionen bidrar inte till ett b\u00e4ttre samh\u00e4lle](http://www.dn.se/debatt/religionen-bidrar-inte-till-ett-battre-samhalle/) att den positiva korrelationen mellan korruption och religion, som den data han unders\u00f6kt visar, falsifierar p\u00e5st\u00e5endet att religion skulle ha en positiv kausal effekt p\u00e5 samh\u00e4llet.\n", | |
| "\n", | |
| "I slutrepliken 5 mars [Fakta tycks inte bekr\u00e4fta vad tron s\u00e4ger](http://www.dn.se/debatt/repliker/fakta-tycks-inte-bekrafta-vad-tron-sager/) f\u00f6rsvarar han sin argumentation:\n", | |
| "\n", | |
| "> Effekten av religion p\u00e5 samh\u00e4llets etik kan enligt dessa data vara alltifr\u00e5n noll till mycket negativ. Men om det inte finns n\u00e5got positivt samband kan det inte heller finnas en positiv effekt. Id\u00e9n att jag, med nu trettio \u00e5rs erfarenhet av empirisk samh\u00e4llsforskning p\u00e5 internationell niv\u00e5, skulle f\u00f6rv\u00e4xla korrelation med kausalitet f\u00e5r nog s\u00e4gas vara en smula frivol.\"\n", | |
| "\n", | |
| "Bortsett fr\u00e5n att man inte kan s\u00e4ga n\u00e5got meningsfullt med en s\u00e5dan slutsats oavsett sanningshalt, d\u00e5 religion, som analytiskt begrepp, inte \u00e4r akademiskt g\u00e5ngbart, s\u00e5 kan man med enkel populationsdynamik visa att hans slutledning inte heller \u00e4r logiskt g\u00e5ngbar:" | |
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| "### Hypotetisk modell f\u00f6r kausala samband mellan religion och korruption ##\n", | |
| "Anv\u00e4nd Lotka-Volterras modell f\u00f6r populationsdynamik, men ist\u00e4llet f\u00f6r kaniner respektive r\u00e4var, l\u00e5t $K$ och $R$ beteckna m\u00e4ngden korruption respektive religion:\n", | |
| "\n", | |
| "$$ \\begin{align} \n", | |
| "\\frac{dK}{dt}& =a*K -b*K*R\\\\ \n", | |
| "\\frac{dR}{dt}& =-c*R + d*K*R\n", | |
| "\\end{align} $$\n", | |
| "\n", | |
| "De konstanta parametrarna $a, b, c, d$ \u00e4r alla positiva, vilket inneb\u00e4r att religion enligt denna modell i sig har en *minskande* p\u00e5verkan p\u00e5 korruptionen. F\u00f6r vissa initialvillkor och parameterval kan man visa att detta trots allt \u00e4r f\u00f6renligt med att korruptionen \u00f6kar med mer religion, dvs f\u00f6renlig med en positiv korrelation dem emellan:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "collapsed": false, | |
| "input": [ | |
| "import matplotlib.pyplot as plt\n", | |
| "import seaborn as sns; sns.set()\n", | |
| "%matplotlib inline\n", | |
| "import numpy as np\n", | |
| "from scipy import integrate\n", | |
| "\n", | |
| "a = 1.9; b = 0.1; c = 0.5; d = 0.05\n", | |
| "def dX_dt(X, t=0):\n", | |
| " return np.array([ a*X[0] - b*X[0]*X[1] ,\n", | |
| " -c*X[1] + d*X[0]*X[1] ])\n", | |
| "t = np.linspace(0, 15, 1000) # time\n", | |
| "X0 = np.array([4, 9]) # initials conditions\n", | |
| "X, infodict = integrate.odeint(dX_dt, X0, t, full_output=True)\n", | |
| "\n", | |
| "korruption, religion = X.T\n", | |
| "korr = np.corrcoef(korruption, religion)[0,1]\n", | |
| "f1 = plt.figure(figsize=(16,3))\n", | |
| "plt.plot(t, korruption, 'r-', label='Korruption')\n", | |
| "plt.plot(t, religion, 'b--', label='Religion')\n", | |
| "plt.legend(loc='best', fontsize=14)\n", | |
| "plt.xlabel('Tid', fontsize=14)\n", | |
| "plt.ylabel('\"Population\"', fontsize=14)\n", | |
| "plt.title('Hypotetisk utveckling av korruption och religion (korrelation: %f)' % korr, fontsize=18);" | |
| ], | |
| "language": "python", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "metadata": {}, | |
| "output_type": "display_data", | |
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ttizq1HGVlqiCIAjFiii0glDKvPZaBMOHR+Fw2AgLc9OggZP69Z1cfXXuAQdA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| |
| "text": [ | |
| "<matplotlib.figure.Figure at 0x1079625d0>" | |
| ] | |
| } | |
| ], | |
| "prompt_number": 96 | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Slutsats\n", | |
| "H\u00e4r har vi i snitt en positiv korrelation mellan religion och korruption, samtidigt som religion i sig har en minskande effekt p\u00e5 korruptionen. Vi kan allts\u00e5 inte likt Rothstein anv\u00e4nda det tidigare f\u00f6r att falsifiera det senare.\n", | |
| "\n", | |
| "### Diskussion\n", | |
| "Modellen ovan beh\u00f6ver inte vara sann f\u00f6r att visa att Rothsteins slutsats inte h\u00e5ller, det r\u00e4cker att den \u00e4r logiskt m\u00f6jlig, vilket den ju uppenbarligen \u00e4r. F\u00f6r dess rimlighet kan man motivera att religionen med viss eftersl\u00e4pning korrelerar med korruptionen utifr\u00e5n orsakskedjan att \u00f6kad korruption leder till \u00f6kad mis\u00e4r och maktl\u00f6shet f\u00f6r folket, vilket ger starkare grogrund f\u00f6r religion och tillit till andra makter \u00e4n de politiska." | |
| ] | |
| } | |
| ], | |
| "metadata": {} | |
| } | |
| ] | |
| } |
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