Financial Frictions, Asset Prices, and the Great Recession

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1 Financial Frictions, Asset Prices, and the Great Recession Zhen Huo and José-Víctor Ríos-Rull New York University, University of Pennsylvania, UCL, CAERP, CEPR, NBER SUNY, Stony Brook September 22, 215 First Version April 213 Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 1/74

2 We have had a Great Recession Both in the U.S. and in (mostly Southern) Europe Large decline in output, employment, consumption, and investment. Households deleveraging process: private debt and housing prices plunged. Total factor productivity (TFP) dropped. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 2/74

3 Facts on the last recession: I Real output Unemployment Consumption Investment Note: Except for unemployment, figures show percentage deviation from a linear trend. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 3/74

4 Facts on the last recession: II Wealth to output Debt to output Housing value to output Labor Quality adjusted Productivity Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 4/74

5 Culprit: Financial Shocks? When looking for triggers of the Great Recession some form of financial breakdown comes out in most popular explanations. Financing difficulties contribute to cut spending both of firms and households. Most of the action occurs via a demand reduction. Can a residual channel via lower productivity play a role? Are price rigidities central to the generation of a large demand induced recession? Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 5/74

6 This paper Explores recessions that are triggered by shocks to households ability to borrow. What are the theoretical elements needed In the context of a modern macro model Production with Savings [?], [?] A lot of wealth [?] Heterogeneity so that the financial frictions are not imposed [?], [?], [?]. What are the quantitative importance of the elements needed Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 6/74

7 Elements Needed in the context of a Macro-Growth Model 1 Households differing in wealth and job market prospects. 2 A financial system used widely by not-too-rich households to buy houses (loans have to be collateralized). 3 Asset prices that respond to market conditions: endogenous housing and stock market prices. 4 Some difficulties in the transformation of consumption goods into investment/exporting. 5 Some endogenous mechanism that moves measured TFP. [?] We extend [?], [?], [?] and [?] in various ways to include a production sector and housing and asset prices that allows us to talk about the U.S. recession. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 7/74

8 Findings: The answer is yes, provided there are (from +to-) 1 Real frictions that difficult the switch from production of consumption goods to exports or investment. 2 Houses which are inferior goods and not wanted by the super-rich. 3 Frictions in the goods markets that generate movements in measured GDP. 4 Households that differ in job prospects. 5 Some labor market frictions that limit wage adjustments. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 8/74

9 Findings: The Recession that we generate Shares most of the features of the Great Recession: 1 A large decline in output, employment, consumption and investment. 2 Large reductions in assets (housing and stocks) prices. 3 Lower than the data due to inexistence of default, foreclosures, and adjustment costs in house purchases. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 9/74

10 Model Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 1/74

11 The Model Characteristics Enhanced Aiyagari Economy: 1 Multisector: Tradables and nontradables. 2 Houses (land) that need to be purchased to be enjoyed. 3 Endogenous productivity movements (frictions in goods markets). 4 Various job market frictions. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

12 Households: Preferences Continuum of households that live forever (β), are subject to uninsurable idiosyncratic and aggregate shocks. H holds care about quantities and number of varieties of nontradables. c N = ( IN c 1 ρ Ni di ) ρ = c Ni I ρ N Households have to search for varieties, its number is a choice. I N = d Ψ d (Q g ) Ψ d (Q g ): Probability (per search unit) of finding a variety (goods market frictions). Households also like tradables and housing and dislike goods searching u [c A (c N I ρ N, c T ), h, d] Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

13 Households: Endowments and Wealth Household skill type is ɛ, follows a Markov chain Γ ɛ,ɛ. Moves slowly and accommodates opportunities to get rich. Households either have a job e = 1 or not e =. Type-dependent exogenous job destruction rate δ ɛ n. Job finding rate is type independent and depends on job creation by firms (workers are rationed, it is like no matching function in labor market but hiring costs) ([?]). Households have assets a. These assets can be allocated to (frictionless) houses and/or to financial assets with a collateral constraint. The poor will have some housing wealth and a mortgage, the rich houses and shares of the economy s mutual fund. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

14 Goods markets Search frictions in the markets for nontradables: Households look for varieties. Random search. Richer people consume and search more. Cuts in consumption cut search which cuts productivity. Perfect competition and frictionless markets for tradables. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

15 Labor market Workers are rationed. Firms hire as many workers as they wish paying hiring costs. (like a vacancy filling probability of 1, with hiring costs). Employment: N = N N + N T. Same job finding probability across types: Φ e = Wages are determined via the following formula V 1 N. logw logw = ε w ( logy logy ) It simplifies things. [?]. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

16 Assets markets: Financial assets and houses Total housing H is in fixed supply. Negative financial assets (b < ) are (undefaultable) mortgages. Its interest rate is predetermined: 1 1+r ς(θ), if b <. Mortgages have to be collateralized by housing: if b < then [ ] 1 b [1 λ(θ)] p h (S) h 1 + r ς(θ) Positive financial assets (b > ) are shares of a mutual fund. Its return, r(s, S ), is stochastic. Possible capital gains and loses. { R(S, S 1 + r(s, S ), if b, b) = 1, if b <. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

17 State variables A household is characterized by {ɛ, e, a}. Let X denote the measure over types x = {ɛ, e, a}. The vector of aggregate state variables is S = {θ, B, K N, K T, N N, N T, X} Here B is the net foreign asset position. K and N are predetermined factor inputs. Hence either we do Krusell-Smith or the transition after an unforeseen shock. Today, we do the latter. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

18 Households problem V (S, ɛ, e, a) = max u(c A, h, d)+ c N,i,c T,I N,h,d β ɛ,e,θ Π θ θ,θ Πw e e,ɛ (S ) Π ε ɛ,ɛ V [S, ɛ, e, a (S, b, h)] s.t. IN p i (S)c N,i + c T + p h (S)h + b = a + 1 e=1 w(s)ɛ + 1 e= w a (S, b, h) = p h (S )h + R(S, S, b)b BC AA b λ(θ)p h (S)h I N = d Ψ d [Q g (S)] [ ] r ς(θ) FC SC S = G(S, θ ) RE Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

19 American Time Use Survey Data on Shopping Time Year Year Total Shopping Time Trend Shopping time on services Trend Total shopping time Shopping time on services Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

20 Nontradables: Monopolistic Competition by Varieties Each firm/variety has any locations each. Some inputs are location specific. Others (type 2 labor) are not. Prices are posted before location is filled The demand function is given by Ψ f [Q g (S)] c[p i (ɛ, e, a), S, x] d(x, S) The firm has to make sure that it can satisfy the demand at all locations. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 2/74

21 Nontradable firms problem Ω N (S, k, n) = max Ψ f [Q g (S)]p i i,v,p i l 1,l 2 c(p i, S, ɛ, e, a) dx w(s)l i κv + θ Π θ θ,θ Ω N (S, k, n ) 1 + r subject to l 2 Ψ f [Q g (S)] f l d(x, S) [c(p i, S, x), k, l 1 ] D(S) DC l 1 + l 2 = n ɛ(s) SL k = (1 δ k )k + i φ N (k, i) n = [1 δ n (S)]n + v S = G(S, θ ) LMK LML RE Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

22 Tradable firms are competitive and have adjustment costs Its output is used for exports, investment, and (part of) consumption. Decreasing returns. Ω T (S, k, n) = max i,v F T (k, l) w(s)l i κv φ T,n (n, n) subject to k = (1 δ k )k + i φ T,k (k, i) + θ Π θ θ,θ Ω T (S, k, n ) 1 + r l = n ɛ(s) n = [1 δ n (S)]n + v S = G(S). Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

23 Mutual fund Financial wealth in the economy is L + = b(s, ɛ, e, a) dx Mortgages in the economy are L = b> b< b(s, ɛ, e, a) dx Net foreign asset position of the country (the mutual fund owns all firms) ( B = L + Ω N (S) π N (S) + Ω T (S) π T (S) + 1 ) 1 + r L The realized rate of return is 1 + r(s, S ) = ΩN (S ) + Ω T (S ) + (1 + r )B + L L + Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

24 Equilibrium An equilibrium is a set of decision rules and values for households, firms values and decision rules, and a set aggregate variables of aggregate states, such that: Households and firms policy functions and value functions solve the corresponding program problems. Aggregate searching consistence D(S) = d(s, ɛ, e, a) dx, Nontradable prices satisfies p(s) = p i (S, K N, N N ) dx, Housing market clears h(s, ɛ, e, a) dx = H. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

25 Equilibrium Average separation probability and labor force quality ɛ δ n (S) = δ n(ɛ)n(ɛ) ɛ, ɛ(s) = ɛ n(ɛ) N N Rate of return to the mutual fund satisfies 1 + r(s, S ) = ΩN (S ) + Ω T (S ) + (1 + r )B + b(s, x) b< b(s, x) Wage satisfies b> logw(s) logw = ε w ( logy (S) logy ) The law of motion G(S) is consistent with households decisions and employment dynamics. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

26 Mapping the Model to Data Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

27 Functional forms Preferences u(c A, h, d) = 1 1 σ c d (c 1+γ ) 1 σc A ξ d + v(h) 1 + γ where there is an Armington aggregator for consumption c A = [ ω (c N I ρ N ) η 1 η + (1 ω)c ] η η 1 η 1 η T and houses are inferior goods as a proxy for segmentation of housing markets ξ h log(h), if h < ĥ1 ξ v(h) = h 1 σ h h 1 σ h, if ĥ1 h ĥ2. ξ h h h, if h > ĥ 2. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

28 .4 5 Housing utility Housing Housing Housing utility function Consumption Engel Curve: consumption vs housing Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

29 Functional forms Production function F N (k, l 1, l 2 ) = z N k α l α1 1 l α2 2, F T (k, l) = z T k θ l θ1 Capital adjustment cost in the nontradable goods sector φ N (i, k) = εn 2 ( ) 2 i k δ k k Capital and employment adjustment cost in the tradable goods sector φ T,k (i, k) = εt,k 2 Matching technology ( ) 2 ( ) i k δ k k, φ T,n (n, n) = εt,n n 2 2 n 1 n M(D, T ) = νd µ T 1 µ Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

30 Exogenously determined parameters A period is half a quarter. Parameter Value Risk aversion for consumption, σ c 2. Satiation level for housing, h 5. Curvature of shopping, γ 1.5 Elasticity of substitution bw tradables and nontradables, η.8 Price markup, ρ 1.1 Loan to value ratio, λ.8 Interest rate for international bonds, r 4% Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 3/74

31 Endogenously determined parameters: aggregate Target Value Parameter Value Wealth to output ratio 4. β.97 Housing value to output ratio 1.7 ξ h.54 Debt to output ratio.4 ɛ Fraction of housing held by bottom 7%.25 ĥ Fraction of housing held by bottom 8%.39 ĥ Fraction of housing held by bottom 9%.58 σ h 2.92 Share of tradables.3 ω.98 Occupancy Rate.81 ν.81 Capital to output ratio 2. δ k.1 Labor Share in nontradables.64 α.27 α 1 = α 2 α 1.36 Labor Share in tradables.66 θ θ + θ 1 = 1 θ.23 Vacancy cost to output ratio.2 κ.42 Home production to lowest earning ratio.5 w.7 Units Parameters Output 1 z N.93 Relative price of nontradables 1 z T.48 Market tightness in goods markets 1 ξ d.3 Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

32 Endogenously determined parameters: cross-section Lorenz Target Value Parameter Value Job duration for type year δ 1 n.83 Job duration for type 3 5 year δ 3 n.25 Job duration for type 4 5 year δ 4 n.25 Unemployment rate 6% δ 2 n.48 Wealth Gini index.82 Π ɛ 1,4.7 Earnings Gini index.64 Π ɛ 4,1.58 Earning autocorrelation.91 Π ɛ 1, Earning stdev.2 Π ɛ 2,2.977 Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

33 Lorenz Curve Return Networth Housing 1.9 Model Data 1.9 Model Data Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

34 Experiments: once and for all set of surprises in the environment 1 Over the next three months the down payment changes from 2% to 4%. 2 The borrowing interest rate s surcharge goes from zero to.5%. 3 Both at the same time. 4 The inverse process. Credit expansion. All of these with fixed and flexible wages. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

35 Long Run Properties Typically like in all [?] - [?] - [?] - [?] type models, in the long run output and wealth end up being higher. But in our economies the transition is associated to a recession. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

36 Experiment: worsening of both λ and borrowing cost ζ. From.8 to.6 and from. to.5% over 3 months. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

37 Comparison: Flexible (El=.45) vs fixed (El=.15) wages.5 Flexible wage Rigid wage Flexible wage Rigid wage Real output Unemployment 1 Flexible wage Rigid wage 5 Flexible wage Rigid wage Consumption Investment Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

38 Comparison: Flexible (El=.45) vs fixed (El=.15) wages 1 Flexible wage Rigid wage 5 Flexible wage Rigid wage Wealth Flexible wage Rigid wage Debt Housing price Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

39 Comparison: Flexible (El=.45) vs fixed (El=.15) wages.4 Flexible wage 2 Flexible wage Rigid wage Rigid wage TFP with total hours Labor Productivity 2.5 Flexible wage Rigid wage.2 Flexible wage Rigid wage Labor quality TFP with total labor inputs Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

40 Experiment 1: worsening of both λ and borrowing cost Change of labor quality in both pools when wages are flexible 2.5 Employed Unemployed Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 4/74

41 A comparison: Baseline vs constant house prices.5 Market clear housing price 1.5 Market clear housing price Fixed housing price 1 Fixed housing price Real output Unemployment 1 Market clear housing price Fixed housing price 5 Market clear housing price Fixed housing price Consumption Investment Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

42 A comparison: Baseline vs constant house prices 1 Market clear housing price Fixed housing price 5 Market clear housing price Fixed housing price Wealth Market clear housing price Fixed housing price Debt Housing price Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

43 Flexible wage 1.5 Flexible wage.5 More flexible wage 1 More flexible wage Real output Unemployment 1 Flexible wage More flexible wage 5 Flexible wage More flexible wage Consumption Investment Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

44 Comparison: Flexible (El=.45) vs very flexible (El=1.) wages 1 Flexible wage More flexible wage 5 Flexible wage More flexible wage Wealth Flexible wage More flexible wage Debt Housing price Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

45 Results: a boom and bust cycle Loan to value ratio λ Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

46 Results: a boom and bust cycle Real output Consumption Unemployment Investment Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

47 Results: a boom and bust cycle Wealth Debt Housing price Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

48 Results: a boom and bust cycle TFP with total hours Labor Productivity Labor quality TFP with total labor inputs Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

49 Allowing Default: a Larger Increase of Borrowing Cost Borrowing interest rate s surcharge goes from zero to 1%. Housing price drops more than 2%, and agents may be underwater. Allow borrowers to default, but savers suffer from the capital loss. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

50 Allowing Default Total saving in financial wealth in the economy is L +,t = b t(ɛ, e, a) dx Mortgages in the economy are L,t = b> b< b t(ɛ, e, a) dx Net foreign asset position of the country ( B t = L +,t Ω N t πt N + Ω T t πt T + 1 ) 1 + r L,t The realized rate of return in next period is 1 + r t+1 = ΩN t+1 + Ω T t+1 + (1 + r )B t L + b< I{p h,t+1h t + b t(ɛ, e, a) > }b t(ɛ, e, a) dx L + Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 5/74

51 Results: allowing default Real output Consumption Unemployment Investment Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

52 Results: allowing default Wealth Debt Housing price Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

53 Results: allowing default TFP with total hours Labor Productivity Labor quality TFP with total labor inputs Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

54 Conclusions We have a recession generated purely by increased difficulties to borrow on the part of households The recession comes together with TFP loses Drop in Housing prices (movements too sharp because of lack of house frictions) Drop in Stock Market The literature is trying hard to get this ([?], [?]) with limited success. Still ways to go: Foreclosures; slow housing frictions; Long term Mortgages. Slow expanding export industries. Model of banking cycles. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

55 Thank you very much Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

56 The working of financial shocks that hit the production side [?], [?] Firms cannot borrow as much. Not all good projects will be undertaken. Cash rich firms expand at the expense of cash poor firms. In fact there is some of this in the data: Since 27 employment of the young firms went down by 24.5% and in 212 it was at the historically lowest level. Firms make themselves vulnerable by being close to their credit limit to improve their bargaining position over wages [?] Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

57 Why was there a financial shock? (what was the trigger?) Increased variance in the cross-sectional returns of firms [?], [?] [?], [?] [?]. Straight shocks to credit constraints [?], [?], [?]. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

58 What have we learned It is hard to get a large recession only from the product side and only from lower investment. The largest success (to my knowledge) ([?]) works by having the financial shocks increase the probability of default and inducing firms to pursue very conservative use of inputs despite their almost normal productivity. Still it is hard to have a reduction of marginal cash to create a large recession ([?]). It may have played a larger role in the expansion of new firms ([?]) Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

59 References Aiyagari, S. Rao Uninsured Idiosyncratic Risk and Aggregate Saving. Quarterly Journal of Economics 19 (3): Arellano, Cristina, Yan Bai, and Patrick J. Kehoe Financial Frictions and Fluctuations in Volatility. Federal Reserve Bank of Minneapolis Research Department Sta Report. Bai, Yan, José-Víctor Ríos-Rull, and Kjetil Storesletten Demand Shocks as Productivity Shocks. Manuscript, Federal Reserve Bank of Minneapolis. Bernanke, B. and M. Gertler Agency Costs, Net Worth, and Business Fluctuations. American Economic Review 79 (1): Bernanke, Ben S., Mark Gertler, and Simon Gilchrist The financial accelerator in a quantitative business cycle framework. In Handbook of Macroeconomics, Handbook of Macroeconomics, vol. 1, edited by J. B. Taylor and M. Woodford, chap. 21. Elsevier, URL Bewley, Truman Stationary Monetary Equilibrium with a Continuum of Independently Fluctuating Consumers. In Contributions to Mathematical Economics in Honor of Gerard Debreu, edited by Werner Hildenbrand and Andreu Mas-Collel. Amsterdam: North-Holland. Bloom, Nicholas. 29. The Impact of Uncertainty Shocks. Econometrica 77 (3): URL Bloom, Nicholas, Max Floetotto, Nir Jaimovich, and Itay Saporta Really Uncertain Business Cycles. Mimeo Stanford University. Christiano, Lawrence, Roberto Motto, and Massimo Rostagno Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

60 Price Rigidity in a Search Economy I Figure: Aggregate Economy Response: with Price Rigidity Flexible price Rigid price Output Flexible price Rigid price Wealth Flexible price.7 Flexible price Rigid price Rigid price Consumption of Goods Consumption of Services Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 6/74

61 Price Rigidity in a Search Economy II Flexible price Rigid price Average price Flexible price Rigid price Price dispersion Flexible price Rigid price Labor Flexible price Rigid price Productivity Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

62 Facts on the last recession: IV Return Debt to wealth Debt to housing value Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

63 Facts: Continued Return Real output Consumption Investment Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

64 Facts: Continued Return TFP with total hours Labor quality Labor productivity TFP with total labor inputs Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

65 Facts: Continued Real output, consumption and investment are Gross Domestic Product, Personal Consumption Expenditures and Gross Private Domestic Investment from BEA. TFP with total hours is calculated by Fernald (212). Labor productivity is total output divided by total hours. Labor quality follows Aaronson and Sullivan (21), which are extended by Bart Hobijn and Joyce Kwok (FRBSF). TFP with total labor inputs is total output divided by the product of total hours and labor quality. These variables shown at the beginning are deviations from their linear trends. These variables shown in the appendix have their values in 27 q4 normalized to 1. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

66 Experiment 1: gradual change of λ from.75 to Real output Unemployment Consumption Flexible wage Investment Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

67 Experiment 1: gradual change of λ from.75 to Wealth Debt Housing price Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

68 Experiment 1: gradual change of λ from.75 to TFP with total hours Labor quality Labor Productivity TFP with total labor inputs Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

69 Experiment 2: gradual change of borrowing cost from to.3% Real output Unemployment Consumption Flexible wage Investment Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

70 Experiment 2: gradual change of borrowing cost from to.3% Wealth Debt Housing price Flexible wage Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, 215 7/74

71 Experiment 2: gradual change of borrowing cost from to.3% TFP with total hours Labor Productivity Labor quality Flexible wage TFP with total labor inputs Fixed wage Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

72 The working of financial shocks that hit the production side [?], [?] Firms cannot borrow as much. Not all good projects will be undertaken. Cash rich firms expand at the expense of cash poor firms. In fact there is some of this in the data: Since 27 employment of the young firms went down by 24.5% and in 212 it was at the historically lowest level. Firms make themselves vulnerable by being close to their credit limit to improve their bargaining position over wages [?] Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

73 Why was there a financial shock? (what was the trigger?) Increased variance in the cross-sectional returns of firms [?], [?] [?], [?] [?]. Straight shocks to credit constraints [?], [?], [?]. Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

74 What have we learned It is hard to get a large recession only from the product side and only from lower investment. The largest success (to my knowledge) ([?]) works by having the financial shocks increase the probability of default and inducing firms to pursue very conservative use of inputs despite their almost normal productivity. Still it is hard to have a reduction of marginal cash to create a large recession ([?]). It may have played a larger role in the expansion of new firms ([?]) Huo & Ríos-Rull, NYU, Penn, UCL, CAERP Financial Frictions, Asset Prices, & the Great Recession SUNY, Stony Brook Sept 22, /74

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