Secular Stagnation, Land Prices, and Collateral Constraints Zhifeng Cai UMN November 29, 2016 1 / 33
Motivation ◮ The 2007-2008 Financial Crisis differs considerably from other postwar recessions ◮ Larger declines of macro variables ◮ Slower recovery 2 / 33
Motivation Housing Price GDP GDP Investment .1 0 % deviation from trend % deviation from trend 0 -.05 -.1 -.2 -.1 -.3 The Great Recession Previous Recessions -.15 -.4 0 5 10 15 20 0 5 10 15 20 Quarters after recessions start Quarters after recessions start Labor Housing Price .1 0 % deviation from trend % deviation from trend 0 -.05 -.1 -.2 -.1 -.3 -.15 -.4 0 5 10 15 20 0 5 10 15 20 Quarters after recessions start Quarters after recessions start 3 / 33
Overview ◮ Question: 1. Why slow recovery following the Great Recession? 2. What role did the real-estate(land) sector play? ◮ Proposes a standard neoclassical model with a land sector where land serves dual roles: 1. As consumption for the households 2. As collateral for the firms to finance borrowing and working capital ◮ Results: 1. Theory: existence of multiple steady states. 2. Quantitative: substantial persistence upon large recessions ◮ Large recessions trigger transitions across steady states 4 / 33
Mechanism 𝐻ood Steady State 𝐶𝑏𝑒 Steady State 𝐼𝑗ℎ 𝐷𝑏𝑞𝑗𝑢𝑏𝑚 𝐵𝑑𝑑𝑣𝑛𝑣𝑚𝑏𝑢𝑗𝑝𝑜 𝑀𝑝𝑥 𝐷𝑏𝑞𝑗𝑢𝑏𝑚 𝐵𝑑𝑑𝑣𝑛𝑣𝑚𝑏𝑢𝑗𝑝𝑜 𝐼𝑗ℎ 𝐼𝑝𝑣𝑡𝑓ℎ𝑝𝑚𝑒𝑡 𝑋𝑓𝑏𝑚𝑢ℎ 𝑀𝑝𝑥 𝐼𝑝𝑣𝑡𝑓ℎ𝑝𝑚𝑒𝑡 𝑥𝑓𝑏𝑚𝑢ℎ 𝐼𝑗ℎ 𝑀𝑏𝑜𝑒 𝑄𝑠𝑗𝑑𝑓 𝑀𝑝𝑥 𝑀𝑏𝑜𝑒 𝑄𝑠𝑗𝑑𝑓 𝑆𝑓𝑚𝑏𝑦𝑓𝑒 𝐺𝑗𝑠𝑛 𝑋𝑝𝑠𝑙𝑗𝑜 𝐷𝑏𝑞𝑗𝑢𝑏𝑚 𝐷𝑝𝑜𝑡𝑢𝑠𝑏𝑗𝑜𝑢 𝑈𝑗ℎ𝑢𝑓𝑜𝑓𝑒 𝐺𝑗𝑠𝑛 𝑋𝑝𝑠𝑙𝑗𝑜 𝐷𝑏𝑞𝑗𝑢𝑏𝑚 𝐷𝑝𝑜𝑡𝑢𝑠𝑏𝑗𝑜𝑢 𝐼𝑗ℎ 𝐹𝑛𝑞𝑚𝑝𝑧𝑛𝑓𝑜𝑢 𝑀𝑝𝑥 𝐹𝑛𝑞𝑚𝑝𝑧𝑛𝑓𝑜𝑢 5 / 33
Related Literature ◮ The paper relates to macro models with collateral constraints (Kiyotaki and Moore, 1997) ◮ Typical model features a unique steady state ◮ Recent extensions still feature a unique steady state: 1. Consumption role of land: Liu, Wang, and Zha (2013), Iacoviello (2005) 2. Working capital: Jermann and Quadrini (2012), Mendoza (2010) ◮ The paper incorporates both the consumption role of land and working capital → Multiple steady states 6 / 33
Road Map ◮ Start with a stylized model ◮ Isolate the key complementary forces ◮ Characterize conditions steady state multiplicity arises ◮ Extended model ◮ Sensitivity check ◮ The mechanism generates substantial persistence 7 / 33
Model 8 / 33
A Stylized Model ◮ Discrete time. Infinite horizon ◮ A continuum identical households: ◮ Consume consumption goods and land, supply labor, and accumulate capital ◮ Owns a single private firm ◮ Constant-returns-to-scale production technology ◮ Working capital subject to collateral constraint ◮ Land supply is fixed 9 / 33
Households problem ∞ � β t U ( c t , n t , l t − 1 ) max c,l,n,n d ,k t =1 Subject to: c t + p t l t + k t ≤ w t n t + π t + p t l t − 1 + (1 − δ ) k t − 1 A ( n d t ) 1 − α k α t − 1 − w t n d π t = t w t n d ≤ ξp t l t + κk t Timeline t 0 ≤ n t ≤ n 0 , c t , l t , k t ≥ 0 , l 0 , k 0 given 10 / 33
Preference � 1 − 1 /σ c − χ n 1+1 /ν � + ω l 1 − 1 /σ 1 + 1 /ν U ( c, l, h ) = 1 − 1 /σ 1 − 1 /σ ◮ No wealth effect on labor supply (GHH preference) ◮ σ is both: ◮ Intratemporal elasticity of substitution (Matters) ◮ (Inverse of) intertemporal elasticity of substitution (Not matter) 11 / 33
Competitive Equilibrium Definition A competitive equilibrium is { c t , k t +1 , l t +1 , n t , n d t } ∞ t =1 and { p t , w t , q t } ∞ t =1 such that: 1. Given prices, allocations solve the households problem. 2. Land and labor market clears every period: l = l 0 , n = n d ◮ A steady state is a competitive equilibrium where capital stock k t is time invariant. 12 / 33
Theorem Suppose that 1. Consumption and land are complementary (Low σ ) 2. Labor supply is elastic (High ν ) Then there exists an open set U ∈ R 2 such that for any combinations of loan to value ratios ( κ, ξ ) ∈ U , there exists more than one locally-stable steady states. 13 / 33
Warm-Up: the Frictionless Case ◮ Suppose there is no credit constraint ◮ The steady state ( c, k, n, w, p ) is fully characterized by: c + δk = Ak α n 1 − α (Resources Constraint) 1 n ν = w (Labor supply) � (1 − α ) A � 1 α k = n (Labor demand) w Aα ( k/n ) α − 1 + (1 − δ ) � � β = 1 (Capital FOC) � 1 /σ c − χ n 1+ 1 � ν ωl − σ + βp − p = 0 (Land FOC) 0 1 + 1 ν ◮ The four equations in the box solve real allocations independent of land price p . 14 / 33
Frictional Case ◮ The steady state ( c, k, n, w, p ) is fully characterized by: c + δk − Ak α n 1 − α = 0 1 ν = w n � (1 − α ) A � 1 � � ξpl 0 + κk α min , k = n w w � (1 − α ) A ( k/n ) α � � � Aαk α − 1 ( n ) 1 − α + (1 − δ ) + β − 1 κ = 1 w � (1 − α ) A ( k/n ) α � 1 /σ c − χ n 1+ 1 � � ν F ( p, c, k, w, n ) := ωl − σ − (1 − β ) p + − 1 ξp = 0 0 1 + 1 w ν ( Land FOC ) ◮ Real allocations cannot be solved independent of land price p 15 / 33
Strategy ◮ Resources Constraint, labor demand, labor supply, capital FOC jointly define a mapping from land price p to ( c, k, w, n ) ◮ This mapping is constant in the frictionless case. ◮ Write the land FOC as F ( p, c, k, w, n ) = 0 ◮ Plug the mapping into the land FOC ⇒ 1 equation 1 unknown: f ( p ) := F ( p, c ( p ) , k ( p ) , w ( p ) , n ( p )) = 0 16 / 33
Frictional Case Willingness to buy function ◮ ’Willingness to buy’ function: � � 1 /σ c ( p ) − χl ( p ) 1+ 1 � (1 − α ) Ak ( p ) α l ( p ) − α � ν ωl − σ f ( p ) = + − 1 ξp − (1 − β ) p 0 1 + 1 w ( p ) � �� � ν Net cost � �� � Benefit ◮ Land price p is part of steady state iff f ( p ) = 0. ◮ Crucial: f is nonmonotonic 17 / 33
f ( p ) is Nonmonotonic Proof 0.02 0.015 0.01 0.005 f(p) 0 -0.005 -0.01 -0.015 -0.02 0 2 4 6 8 10 12 p 18 / 33
Why Nonmonotonic? Land First Order Condition � �� � f ( p ) := F ( p, c ( p ) , k ( p ) , w ( p ) , n ( p ) ) = 0 � �� � Other conditions ∂f ( p ) ∂F ∂F ∂c = + + other terms (1) ∂p ∂p ∂c ∂p ���� � �� � Direct Price Effect − Indirect Collateral Effect+ Two opposing forces: ◮ Direct Price Effect: Land gets expensive, less willing to buy. ◮ Indirect Collateral Effect: Land Price ⇑ = ⇒ Consumption ⇑ = ⇒ More willing to buy land 19 / 33
Collateral Effect in Detail 1. Land Price ⇑ 2. Firm working capital constraint relaxed 3. Employment ⇑ , Capital ⇑ 4. Households wealth ⇑ , consumption ⇑ 5. Willingness to buy land ⇑ (Land-consumption complementarity) 20 / 33
Discussion of Assumptions 𝑀𝑏𝑜𝑒 𝑄𝑠𝑗𝑑𝑓 ⇑ 𝐷𝑝𝑜𝑡𝑣𝑛𝑞𝑢𝑗𝑝𝑜 ⇑ 𝑋𝑗𝑚𝑚𝑗𝑜𝑜𝑓𝑡𝑡 𝑢𝑝 𝑐𝑣𝑧 𝑚𝑏𝑜𝑒 ⇑ C and Land Complementary Labor Supply Elastic (Need High 𝜉) (Need Low 𝜏 ) Otherwise ◮ If labor inelastically supplied ( ν → 0) ⇒ Equilibrium labor not affected by working capital constraint ⇒ Output and consumption not affected by land price ◮ If consumption and land perfect substitutes ( σ → ∞ ) ⇒ Linearity structure implies level of consumption irrelevant 21 / 33
Discussion of Assumptions 𝑀𝑏𝑜𝑒 𝑄𝑠𝑗𝑑𝑓 ⇑ 𝐷𝑝𝑜𝑡𝑣𝑛𝑞𝑢𝑗𝑝𝑜 ⇑ 𝑋𝑗𝑚𝑚𝑗𝑜𝑜𝑓𝑡𝑡 𝑢𝑝 𝑐𝑣𝑧 𝑚𝑏𝑜𝑒 ⇑ Labor Supply Elastic C and Land Complementary (Need High 𝜉) (Need Low 𝜏 ) ◮ When labor supply is perfectly elastic ( ν → ∞ ), multiple steady states exist if and only if σ < 1. 22 / 33
Quantitative Analysis 23 / 33
The Extended Model: Summary Details ◮ Two types of agents: households and firms. Households(HHs) are owners of the firms. ◮ There is a rental market for land ◮ HHs choose to own land (residential land) or rent it ◮ Firms accumulate land (commercial land) and can allocate it to rental or production use ◮ Land and capital can be used as collateral 24 / 33
The households problem ∞ � β t U ( c t , n t , l t − 1 ) max c,l h ,n t =1 c t + p t l ht + r t l r ≤ p t l ht − 1 + d t + w t n t ht − 1 l t − 1 = l 1 t − 1 + l 2 t − 1 h 10 given , l t ≤ ¯ l, l 1 t − 1 + l 2 t − 1 ≥ 0 ◮ l ht : residential land; l r ht : land rent by households; ◮ p t : land purchase price; r t : land rental rate; 1 − η � 1 / (1 − 1 /σ ) � ω ( c − χ n 1+ 1 ν ) 1 − 1 /σ +(1 − ω ) l 1 − 1 /σ 1+ 1 ν ◮ U ( c, h, l ) = 1 − η 25 / 33
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