STATIONARY EQUILIBRIUM IN AN ALTRUISTIC TWO SECTOR ECONOMY* Subir Chattopadhyay and Ana Mora** WP-AD 2003-07 Correspondence to: S. Chattopadhyay, Universidad de Alicante, Departamento Fundamentos del Análisis Económico, E-03071 SPAIN, E-mail: [email protected] Editor: Instituto Valenciano de Investigaciones Económicas, S.A. Primera Edición Febrero 2003 Depósito Legal: V-898-2003 IVIE working papers offer in advance the results of economic research under way in order to encourage a discussion process before sending them to scientific journals for their final publication. * Chattopadhyay acknowledged financial support from the Spanish government (CICyT project BEC2001-0980) and the Ivie. A preliminary and incomplete version of this paper appeared as the first chapter in Moro´s doctoral dissertation at Universidad de Alicante. We thank J. Caballe, I. Collado, I. Ortuño, S. Ortigueira and C. Urrutia for their comments on the dissertation. Any remaining errors are our own. ** S. Chattopadhyay: Universidad de Alicante and El Colegio de México. A. Moro: Universidad de Granada. STATIONARY EQUILIBRIUM IN AN ALTRUISTIC TWO SECTOR ECONOMY Subir Chattopadhyay and Ana Moro ABSTRACT We study an overlapping generations economy with altruistic agents in which the productivity of a child’s labour endowment depends on an idiosyncratic shock and on the resources spent by her parent in education her. The parent cannot borrow but can leave a nonnegative bequest which earns a deterministic return in the capital market; this possibility mitigates the liquidity constraint faced by an agent when deciding on the level of education for her child. The shock is assumed to follow a Markov process thus allowing for serial correlation in abilities. A stationary equilibrium of the model is a situation in which the endogenously determined aggregate amounts of capital and efficiency units of labour remain constant, so factor prices are constant, the choices made by agents can be summarized via an invariant distribution, and factor supplies are determined by the mean, taken with respect to the invariant distribution, of the agents’ decision rules, and all the markets clear. We develop and discuss conditions under which a stationary equilibrium exists. Keywords: Stationary Equilibrium, Idiosyncratic Shocks, Altruism, Two Sector Model, Human Capital 2 W?|hL_U|L? At T@Tih _ii*LTt @ |iLhi|U@* uh@4iLh! |@| Tih4|t |i t4*|@?iLt @?@*)tt Lu |i _t|hM|L? Lu i@h??}tc |i _t|hM|L? Lu ?UL4ic @?_ |i _t |hM|L? Lu Mi^i@|i_ i@*| ? }i?ih@* i^*Mh4 ,4ThU@* @?@*)tt hii@*t |@| i@U Lu |iti _t|hM|L?t @t U@h@U|iht|U ui@|hit |@| t4T*ih 4L_i*t u@* |L U@T|hi `i ThLTLti |i t|_) Lu t|@|L?@h) i^*Mh4 ? tU @ 4L_i* @t |i tL*|L? 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