The Christakis LabHarvard University

SOCIAL NETWORKS AND INTERPERSONAL HEALTH EFFECTS

 

K. Strully, J.H. Fowler, D. Levy, J. Murabito, E.J. Benjamin, and N.A. Christakis, "Aspirin Use and Cardiovascular Events in Social Networks," Social Science and Medicine  in press (2012)  MS#131

 

N.A. Christakis, "Social Networks Are Like the Eye," in J. Brockman, ed., Culture: Leading Scientists Explore Societies, Art, Power, and Technology,  New York: Harper, 2011, 171-190  BC#015

 

J.P. Onnela and N.A. Christakis, "Spreading Paths in Partially Observed Social Networks," Physical Review E  in press (2012)  MS#130

 

C.L. Apicella, F.W. Marlowe, J.H. Fowler, and N.A. Christakis, "Social Networks and Cooperation in Hunter-Gatherers," Nature  481(7382): 497-501 (26 January 2012); doi:10.1038/nature10736  MS#127

[Editorial | Supplement | Animation 1 | Animation 2 | Watch Video]

 

D. Rand, S. Arbesman, and N.A. Christakis, "Dynamic Social Networks Promote Cooperation in Experiments with Humans," PNAS: Proceedings of the National Academy of Sciences  108(48): 19193-19198 (November 2011); doi:10.1073/pnas.1108243108  MS#126

[Supplement]

 

J. Block, N.A. Christakis, A.J. O'Malley, and S. Subramanian, "Proximity to Food Establishments and Body Mass Index in the Framingham Heart Study Offspring Cohort over 30 Years," American Journal of Epidemiology  174(10): 1108-1114 (November 2011); doi:10.1093/aje/kwr244  MS#125

 

M. Barnett, N.A. Christakis, A.J. O'Malley, J.P. Onnela, N.L. Keating, and B. Landon, "Physician Patient-Sharing Networks and the Cost and Intensity of Care in US Hospitals," Medical Care  50(2): 152-160 (February 2012); doi:10.1097/MLR.0b013e31822dcef7  MS#128

 

M. Pachucki, P.F. Jacques, and N.A. Christakis, "Social Network Concordance in Food Choice Among Spouses, Friends, and Siblings," American Journal of Public Health  101(11): 2170-2177 (November 2011); doi:10.2105/AJPH.2011.300282  MS#124

 

M. Barnett, B. Landon, A.J. O'Malley, N.L. Keating, and N.A. Christakis, "Mapping Physician Networks with Self-Reported and Administrative Data," Health Services Research  46(5): 1592-1609 (October 2011); doi: 10.1111/j.1475-6773.2011.01262.x  MS#122

 

N.L. Keating, A.J. O'Malley, J.M. Murabito, K.P. Smith, and N.A. Christakis, "Minimal Social Network Effects Evident in Cancer Screening Behavior," Cancer  117(13): 3045-3052 (July 2011)  MS#121

 

J.P. Onnela, S. Arbesman, M.C. Gonzalez, A.L. Barabasi, and N.A. Christakis, "Geographic Constraints on Social Network Groups," Plos One  6(4)" e16939 (April 2011); doi:10.1371/journal.pone.0016939  MS#119

 

A.J. O'Malley and N.A. Christakis, "Longitudinal Analysis of Large Social Networks: Estimating the Effect of Health Traits on Changes in Friendship Ties," Statistics in Medicine 30(9): 950-964 (April 2011); doi:10.1002/sim.4190  MS#118

 

J.N. Rosenquist, J.H. Fowler, and N.A. Christakis, "Social Network Determinants of Depression," Molecular Psychiatry  16(3): 273-281 (March 2011); doi:10.1038/mp.2010.13  MS#117

 

J.H. Fowler, J.E. Settle, and N.A. Christakis, "Correlated Genotypes in Friendship Networks," PNAS: Proceedings of the National Academy of Science  108(5): 1993-1997 (February 2011); doi:10.1073/pnas.1011687108  MS#116

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Emotions as Infectious Diseases in a Large Social Network: The SISa Model," Proceedings of the Royal Society B  277(1701): 3827-3835 (December 2010); doi:10.1098/rspb.2010.1217   MS#115

[Supplement]

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Infectious Disease Modeling of Social Contagion in Networks," PLoS Computational Biology  6(11): e1000968 (November 2010); doi:10.1371/journal.pcbi.1000968  MS#114

 

J.E. Settle, C.T. Dawes, P.K. Hatemi, N.A. Christakis, and J.H. Fowler, "Friendships Moderate an Association Between a Dopamine Gene Variant and Political Ideology," Journal of Politics  72(4): 1189-1198 (October 2010)  MS#113

 

N.A. Christakis and J.H. Fowler, "Social Network Sensors for Early Detection of Contagious Outbreaks," PLoS One  5(9): e12948 (September 2012); doi:10.1371/journal.pone.0012948  MS#112

[Supplement | Watch Video | TED Talk]

 

S. Arbesman and N.A. Christakis, "Leadership Insularity: A New Measure of Connectivity Between Central Nodes in Networks," Connections  30(1): 4-10 (Summer 2010)  MS#110

 

J.N. Rosenquist, J. Murabito, J.H. Fowler, and N.A. Christakis, "The Spread of Alcohol Consumption Behavior in a Large Social Network," Annals of Internal Medicine   152(7): 426-433 (April 2010)  MS#108

[Appendix]

 

S.C. Mednick, N.A. Christakis, and J.H. Fowler, "The Spread of Sleep Behavior Influences Drug Use in Adolescent Social Networks," PLoS One  5(3): e9775 (March 2010)  MS#107

[Appendix]

 

J.H. Fowler and N.A. Christakis, "Cooperative Behavior Cascades in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  107(12): 5334–5338  (March 2010)  MS#106

[Appendix]

 

J.T. Cacioppo, J.H. Fowler, and N.A. Christakis, "Alone in the Crowd: The Structure and Spread of Loneliness in a Large Social Network," Journal of Personality and Social Psychology  97(6): 977-991 (December 2009)  MS#104

 

K.P. Smith and N.A. Christakis, "Association Between Widowhood and Risk of Diagnosis with Sexually Transmitted Infection in Older Adults," American Journal of Public Health  99(11): 2055-2062 (November 2009)  MS#103

 

L. Jin and N.A. Christakis, "Investigating the Mechanism of Marital Mortality Reduction: The Transition to Widowhood and Quality of Health Care," Demography  46(3): 605-625 (August 2009)  MS#100

 

N.A. Christakis and J.H. Fowler, "Social Network Visualizations in Epidemiology," Norwegian Journal of Epidemiology  19(1): 5-16 (March 2009)  MS#097

 

J.H. Fowler, C.T. Dawes, and N.A. Christakis, "Model of Genetic Variation in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  106(6): 1720-1724 (February 2009)  MS#096

[Editorial | Supplement | Appendix]

 

N.A. Christakis and P.D. Allison, "Inter-Spousal Mortality Effects: Caregiver Burden Across the Spectrum of Disabling Disease," in D.M. Cutler and D.A Wise, eds., Health at Older Ages: The Causes and Consequences of Declining Disability Among the Elderly,  Chicago: University of Chicago Press, 2009, 455-477  BC#011

 

J.H. Fowler and N.A. Christakis, "The Dynamic Spread of Happiness in a Large Social Network: Longitudinal Analysis Over 20 Years in the Framingham Heart Study," British Medical Journal  337: a2338 (December 2008); doi:10.1136/bmj.a2338   MS#095

[Editorial I | Editorial II | Supplement]

 

K. Lewis, J. Kaufman, and N.A. Christakis, "The Taste for Privacy: An Analysis of College Student Privacy Settings in an Online Social Network," Journal of Computer Mediated Communication  14(1): 79-100 (December 2008)  MS#094

 

F. Elwert and N.A. Christakis, "Variation in the Effect of Widowhood on Mortality by the Causes of Death of Both Spouses," American Journal of Public Health  98(11): 2092-2098 (November 2008)  MS#092

 

F. Elwert and N.A. Christakis, "Wives and Ex-Wives: A New Test for Homogamy Bias in the Widower Effect," Demography  45(4): 851-873 (November 2008)  MS#091

 

K. Lewis, J. Kaufman, M. Gonzalez, A. Wimmer, and N.A. Christakis, "Tastes, Ties, and Time: A New (Cultural, Multiplex, and Longitudinal) Social Network Dataset Using Facebook.com," Social Networks  30(4): 330-342 (October 2008)  MS#090

 

J.H. Fowler and N.A. Christakis, "Estimating Peer Effects on Health in Social Networks," Journal of Health Economics  27(5): 1386-1391 (September 2008)  MS#089

[Earlier Version of Paper (with simulations and supplement)]

 

J.H. Fowler and N.A. Christakis, "Estimating Peer Effects on Health in Social Networks," Journal of Health Economics  27(5): 1386-1391 (September 2008)  MS#089

[Earlier Version of Paper (with simulations and supplement)]

 

N.A. Christakis and J.H. Fowler, "The Collective Dynamics of Smoking in a Large Social Network," New England Journal of Medicine  358(21): 2249-2258 (May 2008)  MS#084

[Editorial | Supplement | Watch Video | Download Video | Original Video]

 

S.V. Subramanian, F. Elwert, and N.A. Christakis, "Widowhood and Mortality Among the Elderly: The Modifying Role of Neighborhood Concentration of Widowed Individuals" Social Science and Medicine  66(4): 873-884 (February 2008)  MS#081

 

N.A. Christakis and J.H. Fowler, "The Spread of Obesity in a Large Social Network Over 32 Years," New England Journal of Medicine  357(4): 370-379 (July 2007)  MS#078

[Editorial | Supplement | Watch Video | Download Video | Original Video]

 

N.A. Christakis and P.D. Allison, "Mortality After the Hospitalization of a Spouse," New England Journal of Medicine  354(7): 719-730 (February 2006)  MS#072

 

N.A. Christakis, "Social Networks and Collateral Health Effects – Have Been Ignored in Medical Care and Clinical Trials, But Need to Be Studied," British Medical Journal  329(7459): 184-185 (July 2004)  MS#065

 

T.J. Iwashyna and N.A. Christakis, "Marriage, Widowhood, and Health Care Use," Social Science and Medicine  57(11): 2137-2147 (December 2003)  MS#063

 

N.A. Christakis and T.J. Iwashyna, "The Health Impact on Families of Health Care: A Matched Cohort Study of Hospice Use by Decedents and Mortality Outcomes in Surviving, Widowed Spouses," Social Science and Medicine  57(3): 465-475 (August 2003)  MS#062

 

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BEREAVEMENT AND CAREGIVER BURDEN

 

J.T. Cacioppo, J.H. Fowler, and N.A. Christakis, "Alone in the Crowd: The Structure and Spread of Loneliness in a Large Social Network," Journal of Personality and Social Psychology  97(6): 977-991 (December 2009)  MS#104

 

N.A. Christakis and P.D. Allison, "Inter-Spousal Mortality Effects: Caregiver Burden Across the Spectrum of Disabling Disease," in D.M. Cutler and D.A Wise, eds., Health at Older Ages: The Causes and Consequences of Declining Disability Among the Elderly,  Chicago: University of Chicago Press, 2009, 455-477  BC#011

 

K.P. Smith and N.A. Christakis, "Association Between Widowhood and Risk of Diagnosis with Sexually Transmitted Infection in Older Adults," American Journal of Public Health  99(11): 2055-2062 (November 2009)  MS#103

 

L. Jin and N.A. Christakis, "Investigating the Mechanism of Marital Mortality Reduction: The Transition to Widowhood and Quality of Health Care," Demography  46(3): 605-625 (August 2009)  MS#100

 

N.A. Christakis and P.D. Allison, "Inter-Spousal Mortality Effects: Caregiver Burden Across the Spectrum of Disabling Disease," in D.M. Cutler and D.A Wise, eds., Health at Older Ages: The Causes and Consequences of Declining Disability Among the Elderly,  Chicago: University of Chicago Press, 2009, 455-477  BC#011

 

F. Elwert and N.A. Christakis, "Variation in the Effect of Widowhood on Mortality by the Causes of Death of Both Spouses," American Journal of Public Health  98(11): 2092-2098 (November 2008)  MS#092

 

F. Elwert and N.A. Christakis, "Wives and Ex-Wives: A New Test for Homogamy Bias in the Widower Effect," Demography  45(4): 851-873 (November 2008)  MS#091

 

W. Cadge, J. Freese, and N.A. Christakis, "The Provision of Hospital Chaplaincy in the United States: A National Overview," Southern Medical Journal  101(6): 626-630 (June 2008)  MS#085

 

S.V. Subramanian, F. Elwert, and N.A. Christakis, "Widowhood and Mortality Among the Elderly: The Modifying Role of Neighborhood Concentration of Widowed Individuals" Social Science and Medicine  66(4): 873-884 (February 2008)  MS#081

 

N.A. Christakis, "The Social Origins of Dignity in Medical Care at the End of Life," in J. Malpas and N. Lickiss, eds., Perspectives on Human Dignity: A Conversation,  London: Springer, 2008, 199-207  BC#010

 

K. Zivin and N.A. Christakis, "The Emotional Toll of Spousal Morbidity and Mortality," American Journal of Geriatric Psychiatry  15(9): 772-779 (September 2007)  MS#079

 

F. Elwert and N.A. Christakis, "Widowhood and Race," ASR: American Sociological Review  71(1): 16-41 (February 2006)  MS#073

[Supplement]

 

N.A. Christakis and P.D. Allison, "Mortality After the Hospitalization of a Spouse," New England Journal of Medicine  354(7): 719-730 (February 2006)  MS#072

 

T.J. Iwashyna and N.A. Christakis, "Marriage, Widowhood, and Health Care Use," Social Science and Medicine  57(11): 2137-2147 (December 2003)  MS#063

 

N.A. Christakis and T.J. Iwashyna, "The Health Impact on Families of Health Care: A Matched Cohort Study of Hospice Use by Decedents and Mortality Outcomes in Surviving, Widowed Spouses," Social Science and Medicine  57(3): 465-475 (August 2003)  MS#062

 

K.E. Steinhauser, N.A. Christakis, E.C. Clipp, M. McNeilly, L. McIntyre, and J.A. Tulsky, "Factors Considered Important at the End of Life by Patients, Family, Physicians, and Other Care Providers," JAMA  284(19): 2476-2482 (November 2000)  MS#045

 

K.E. Steinhauser, E.C. Clipp, M. McNeilly, N.A. Christakis, L.M. McIntyre, and J.A. Tulsky, "In Search of a Good Death: Observations of Patients, Families, and Providers," Annals of Internal Medicine  132(10): 825-832 (May 2000)  MS#042

 

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MARRIAGE AND HEALTH

 

L. Jin, F. Elwert, J. Freese, and N.A. Christakis, "Preliminary Evidence Regarding the Hypothesis that the Sex Ratio at Sexual Maturity May Affect Longevity in Men," Demography  47(3): 579-586 (August 2010)  MS#111

 

N.A. Christakis and P.D. Allison, "Inter-Spousal Mortality Effects: Caregiver Burden Across the Spectrum of Disabling Disease," in D.M. Cutler and D.A Wise, eds., Health at Older Ages: The Causes and Consequences of Declining Disability Among the Elderly,  Chicago: University of Chicago Press, 2009, 455-477  BC#011

 

K.P. Smith and N.A. Christakis, "Association Between Widowhood and Risk of Diagnosis with Sexually Transmitted Infection in Older Adults," American Journal of Public Health  99(11): 2055-2062 (November 2009)  MS#103

 

L. Jin and N.A. Christakis, "Investigating the Mechanism of Marital Mortality Reduction: The Transition to Widowhood and Quality of Health Care," Demography  46(3): 605-625 (August 2009)  MS#100

 

N.A. Christakis and P.D. Allison, "Inter-Spousal Mortality Effects: Caregiver Burden Across the Spectrum of Disabling Disease," in D.M. Cutler and D.A Wise, eds., Health at Older Ages: The Causes and Consequences of Declining Disability Among the Elderly,  Chicago: University of Chicago Press, 2009, 455-477  BC#011

 

F. Elwert and N.A. Christakis, "Variation in the Effect of Widowhood on Mortality by the Causes of Death of Both Spouses," American Journal of Public Health  98(11): 2092-2098 (November 2008)  MS#092

 

F. Elwert and N.A. Christakis, "Wives and Ex-Wives: A New Test for Homogamy Bias in the Widower Effect," Demography  45(4): 851-873 (November 2008)  MS#091

 

K.P. Smith and N.A. Christakis, "Social Networks and Health," Annual Review of Sociology   34: 405-429 (August 2008)  MS#088

 

S.V. Subramanian, F. Elwert, and N.A. Christakis, "Widowhood and Mortality Among the Elderly: The Modifying Role of Neighborhood Concentration of Widowed Individuals" Social Science and Medicine  66(4): 873-884 (February 2008)  MS#081

 

K. Zivin and N.A. Christakis, "The Emotional Toll of Spousal Morbidity and Mortality," American Journal of Geriatric Psychiatry  15(9): 772-779 (September 2007)  MS#079

 

F. Elwert and N.A. Christakis, "Widowhood and Race," ASR: American Sociological Review  71(1): 16-41 (February 2006)  MS#073

[Supplement]

 

N.A. Christakis and P.D. Allison, "Mortality After the Hospitalization of a Spouse," New England Journal of Medicine  354(7): 719-730 (February 2006)  MS#072

 

T.J. Iwashyna and N.A. Christakis, "Marriage, Widowhood, and Health Care Use," Social Science and Medicine  57(11): 2137-2147 (December 2003)  MS#063

 

N.A. Christakis and T.J. Iwashyna, "The Health Impact on Families of Health Care: A Matched Cohort Study of Hospice Use by Decedents and Mortality Outcomes in Surviving, Widowed Spouses," Social Science and Medicine  57(3): 465-475 (August 2003)  MS#062

 

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NEIGHBORHOOD EFFECTS ON HEALTH

 

S. Arbesman and N.A. Christakis, "Scaling of Prosocial Behavior in Cities," Physica A 390 (11): 2155-2159 (June 2011)  MS#120

 

Y. Zeng, D. Gu, J. Purser, H. Hoenig, and N.A. Christakis, "Association of Environmental Factors with Elderly Health and Mortality in China," American Journal of Public Health  100(2): 298-305 (February 2010)  MS#105

 

S.R. Connor, F. Elwert, C. Spence, and N.A.  Christakis, "Racial Disparity in Hospice Use in the United States in 2002," Palliative Medicine  22(3): 205-213 (April 2008)  MS#083

 

S.V. Subramanian, F. Elwert, and N.A. Christakis, "Widowhood and Mortality Among the Elderly: The Modifying Role of Neighborhood Concentration of Widowed Individuals" Social Science and Medicine  66(4): 873-884 (February 2008)  MS#081

 

S.R. Connor, F. Elwert, C. Spence, and N.A. Christakis, "Geographic Variation in Hospice Use in the United States in 2002," Journal of Pain and Symptom Management  34(3): 277-285 (September 2007)  MS#080

 

M. Wen and N.A. Christakis, "Prospective Effect of Community Distress and Subcultural Orientation on Mortality Following Life-Threatening Disease in Later Life," Sociology of Health and Illness  28(5): 558-582 (July 2006)  MS#074

 

M. Wen, K.A. Cagney, and N.A. Christakis, "Effect of Specific Aspects of Community Social Environment on the Mortality of Individuals Diagnosed with Serious Illness," Social Science and Medicine  61(6): 1119-1134 (September 2005)  MS#069

 

M. Wen and N.A. Christakis, "Neighborhood Effects on Post-Hospitalization Mortality: A Population-Based Cohort Study of the Elderly in Chicago," Health Services Research  40(4): 1108-1127 (August 2005)  MS#068

 

V.W. Chang and N.A. Christakis, "Income Inequality and Weight Status in U.S. Metropolitan Areas," Social Science and Medicine  61(1): 83-96 (July 2005)  MS#066

 

T.J. Iwashyna, V.W. Chang, J.X. Zhang, and N.A. Christakis, "The Lack of Effect of Market Structure on Hospice Use," Health Services Research  37(6): 1531-1551 (December 2002)  MS#056

 

N.A. Christakis and T.J. Iwashyna, "The Impact of Individual and Market Factors on the Timing of Initiation of Hospice Terminal Care," Medical Care  38(5): 528-541 (May 2000)  MS#043

 

T.J. Iwashyna, N.A. Christakis, and L.B. Becker, "Neighborhoods Matter: A Population-Based Study of Provision of Cardiopulmonary Resuscitation," Annals of Emergency Medicine  34(4): 459-468 (October 1999)  MS#038

 

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PROGNOSIS

 

Death Foretold: Prophecy and Prognosis in Medical CareN.A. Christakis, Death Foretold: Prophecy and Prognosis in Medical Care, Chicago, IL: University of Chicago Press, 1999.  (Japanese translation published by Minerva Press, Tokyo, 2006.)

Amazon | The University of Chicago Press

 

 

M. Alexander and N.A. Christakis, "Bias and Asymmetric Loss in Expert Forecasts: A Study of Physician Prognostic Behavior with Respect to Patient Survival," Journal of Health Economics  27(4): 1095-1108 (July 2008)  MS#086

 

M. Maltoni, A. Caraceni, C. Brunelli, B. Broeckaert, N.A. Christakis, S. Eychmueller, P. Glare, M. Nabal, A. Viganò, P. Larkin, F. De Conno, G. Hanks, and S. Kaasa, "Prognostic Factors in Advanced Cancer Patients: Evidence-Based Clinical Recommendations," Journal of Clinical Oncology  23(25): 6240-6248 (September 2005)  MS#070

 

N.A. Christakis, "Pronostic," in D. Lecourt, ed., Dictionnaire de la Pensée Médicale,  Paris: Presses Universitaires de France, 2004, pp. 910-916  BC#009

 

P. Glare and N.A. Christakis, "Predicting the Survival in Patients with Advanced Disease," in D. Doyle, G. Hanks, N. Cherny, and K. Calman, eds., Oxford Textbook of Palliative Medicine, 3rd ed.,  Oxford: Oxford University Press, 2004, pp. 29-42  BC#008

 

P. Glare, K. Virik, M. Jones, M. Hudson, S. Eychmuller, J. Simes, and N.A. Christakis, "A Systematic Review of Physicians' Survival Predictions in Terminally Ill Cancer Patients," British Medical Journal  327(7408): 195-200 (July 2003)  MS#061

 

E.B. Lamont and N.A. Christakis, "Complexities in Prognostication in Advanced Cancer," JAMA  290(1): 98-104 (July 2003)  MS#060

 

E.B. Lamont and N.A. Christakis, "Epidemiology and Prognostication in Advanced Disease," in A. Berger, R.K. Portenoy, and D.E. Weissman, eds., Principles and Practice of Palliative Care and Supportive Oncology, 2nd ed.,  Philadelphia: Lippincott Williams & Wilkins, 2002, pp. 607-614  BC#006

 

E.B. Lamont and N.A. Christakis, "Prognostic Disclosure to Patients with Cancer Near the End of Life," Annals of Internal Medicine 133(12): 1096-1105 (June 2001)  MS#046  [Editorial]

 

N.A. Christakis and E.B. Lamont, "Extent and Determinants of Error in Doctors' Prognoses for Terminally Ill Patients: Prospective Cohort Study," British Medical Journal  320(7233): 469-473 (February 2000); reprinted in The Western Journal of Medicine  172(5): 310-313 (May 2000)  MS#041

[Editorial]

 

N.A. Christakis, "Prognostication and Bioethics," Daedalus  128(4): 197-214 (Fall 1999)  MS#040

 

E.B. Lamont and N.A. Christakis, "Some Elements of Prognosis in Terminal Cancer," Oncology  13(8): 1165-1170 (August 1999)  MS#035

 

N.A. Christakis and T.J. Iwashyna, "Attitude and Self-Reported Practice Regarding Prognostication in a National Sample of Internists," Archives of Internal Medicine  158(23): 2389-2395 (November 1998)  MS#033

 

N.A. Christakis, "Predicting Patient Survival Before and After Hospice Enrollment," The Hospice Journal  13(1-2): 71-87 (March 1998)  MS#031

 

N.A. Christakis, "The Ellipsis of Prognosis in Modern Medical Thought," Social Science and Medicine  44(3): 301-315 (February 1997)  MS#027

 

N.A. Christakis and G.A. Sachs, "The Role of Prognosis in Clinical Decision Making," Journal of General Internal Medicine  11(7): 422-425 (July 1996)  MS#025

 

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END-OF-LIFE CARE

 

M. Collins, S. Block, R. Arnold, and N.A. Christakis, "On the Prospects for a Blame-Free Medical Culture," Social Science and Medicine  69(9): 1287-1290 (November 2009)  MS#102

 

L. Jin and N.A. Christakis, "Investigating the Mechanism of Marital Mortality Reduction: The Transition to Widowhood and Quality of Health Care," Demography  46(3): 605-625 (August 2009)  MS#100

 

M. Alexander and N.A. Christakis, "Bias and Asymmetric Loss in Expert Forecasts: A Study of Physician Prognostic Behavior with Respect to Patient Survival," Journal of Health Economics  27(4): 1095-1108 (July 2008)  MS#086

 

W. Cadge, J. Freese, and N.A. Christakis, "The Provision of Hospital Chaplaincy in the United States: A National Overview," Southern Medical Journal  101(6): 626-630 (June 2008)  MS#085

 

S.R. Connor, F. Elwert, C. Spence, and N.A.  Christakis, "Racial Disparity in Hospice Use in the United States in 2002," Palliative Medicine  22(3): 205-213 (April 2008)  MS#083

 

E.B. Lamont, J.E. Herndon, J. C. Weeks, I.C.  Henderson, R. Lilenbaum, R.L. Schilsky, and N.A. Christakis, for the Cancer and Leukemia Group B, "Measuring Clinically Significant Chemo-therapy-Related Toxicities Using Medicare Claims from Cancer and Leukemia Group B (CALGB) Trial  Participants," Medical Care  46(3): 303-308 (March 2008)  MS#082

 

N.A. Christakis, "The Social Origins of Dignity in Medical Care at the End of Life," in J. Malpas and N. Lickiss, eds., Perspectives on Human Dignity: A Conversation,  London: Springer, 2008, 199-207  BC#010

 

S.R. Connor, F. Elwert, C. Spence, and N.A. Christakis, "Geographic Variation in Hospice Use in the United States in 2002," Journal of Pain and Symptom Management  34(3): 277-285 (September 2007)  MS#080

 

M. Wen and N.A. Christakis, "Prospective Effect of Community Distress and Subcultural Orientation on Mortality Following Life-Threatening Disease in Later Life," Sociology of Health and Illness  28(5): 558-582 (July 2006)  MS#074

 

M. Wen, K.A. Cagney, and N.A. Christakis, "Effect of Specific Aspects of Community Social Environment on the Mortality of Individuals Diagnosed with Serious Illness," Social Science and Medicine  61(6): 1119-1134 (September 2005)  MS#069

 

M. Wen and N.A. Christakis, "Neighborhood Effects on Post-Hospitalization Mortality: A Population-Based Cohort Study of the Elderly in Chicago," Health Services Research  40(4): 1108-1127 (August 2005)  MS#068

 

P. Glare and N.A. Christakis, "Predicting the Survival in Patients with Advanced Disease," in D. Doyle, G. Hanks, N. Cherny, and K. Calman, eds., Oxford Textbook of Palliative Medicine, 3rd ed.,  Oxford: Oxford University Press, 2004, pp. 29-42  BC#008

 

N.A. Christakis and T.J. Iwashyna, "The Health Impact on Families of Health Care: A Matched Cohort Study of Hospice Use by Decedents and Mortality Outcomes in Surviving, Widowed Spouses," Social Science and Medicine  57(3): 465-475 (August 2003)  MS#062

 

P. Glare, K. Virik, M. Jones, M. Hudson, S. Eychmuller, J. Simes, and N.A. Christakis, "A Systematic Review of Physicians' Survival Predictions in Terminally Ill Cancer Patients," British Medical Journal  327(7408): 195-200 (July 2003)  MS#061

 

E.B. Lamont and N.A. Christakis, "Complexities in Prognostication in Advanced Cancer," JAMA  290(1): 98-104 (July 2003)  MS#060

 

T.J. Iwashyna, V.W. Chang, J.X. Zhang, and N.A. Christakis, "The Lack of Effect of Market Structure on Hospice Use," Health Services Research  37(6): 1531-1551 (December 2002)  MS#056

 

T.J. Iwashyna, J.X. Zhang, and N.A. Christakis, "Disease-Specific Patterns of Hospice and Related Healthcare Use in an Incidence Cohort of Seriously Ill Elderly Patients," Journal of Palliative Medicine  5(4): 531-538 (August 2002)  MS#053

 

E.B. Lamont and N.A. Christakis, "Physician Factors in the Timing of Cancer Patient Referral to Hospice Palliative Care," Cancer  94(10): 2733-2737 (May 2002)  MS#051

 

K.E. Steinhauser, N.A. Christakis, E.C. Clipp, M. McNeilly, S. Grambow, J. Parker, and J.A. Tulsky, "Preparing for the End of Life: Preferences of Patients, Families, Physicians, and Other Care Providers," Journal of Pain and Symptom Management  22(3): 727-737 (September 2001)  MS#048

 

E.B. Lamont and N.A. Christakis, "Prognostic Disclosure to Patients with Cancer Near the End of Life," Annals of Internal Medicine 133(12): 1096-1105 (June 2001)  MS#046  [Editorial]

 

K.E. Steinhauser, N.A. Christakis, E.C. Clipp, M. McNeilly, L. McIntyre, and J.A. Tulsky, "Factors Considered Important at the End of Life by Patients, Family, Physicians, and Other Care Providers," JAMA  284(19): 2476-2482 (November 2000)  MS#045

 

N.A. Christakis and T.J. Iwashyna, "The Impact of Individual and Market Factors on the Timing of Initiation of Hospice Terminal Care," Medical Care  38(5): 528-541 (May 2000)  MS#043

 

K.E. Steinhauser, E.C. Clipp, M. McNeilly, N.A. Christakis, L.M. McIntyre, and J.A. Tulsky, "In Search of a Good Death: Observations of Patients, Families, and Providers," Annals of Internal Medicine  132(10): 825-832 (May 2000)  MS#042

 

N.A. Christakis and E.B. Lamont, "Extent and Determinants of Error in Doctors' Prognoses for Terminally Ill Patients: Prospective Cohort Study," British Medical Journal  320(7233): 469-473 (February 2000); reprinted in The Western Journal of Medicine  172(5): 310-313 (May 2000)  MS#041

[Editorial]

 

T.J. Iwashyna, N.A. Christakis, and L.B. Becker, "Neighborhoods Matter: A Population-Based Study of Provision of Cardiopulmonary Resuscitation," Annals of Emergency Medicine  34(4): 459-468 (October 1999)  MS#038

 

D.A. Asch, K. Faber-Langendoen, J.A. Shea, and N.A. Christakis, "The Sequence of Withdrawing Life-Sustaining Treatment from Patients," American Journal of Medicine  107(2): 153-156 (August 1999)  MS#036

 

E.B. Lamont and N.A. Christakis, "Some Elements of Prognosis in Terminal Cancer," Oncology  13(8): 1165-1170 (August 1999)  MS#035

 

N.A. Christakis and T.J. Iwashyna, "Attitude and Self-Reported Practice Regarding Prognostication in a National Sample of Internists," Archives of Internal Medicine  158(23): 2389-2395 (November 1998)  MS#033

 

T.J. Iwashyna and N.A. Christakis, "Attitude and Self-Reported Practice Regarding Hospice Referral in a National Sample of Internists," Journal of Palliative Medicine  1(3): 241-248 (September 1998)  MS#032

 

N.A. Christakis, "Predicting Patient Survival Before and After Hospice Enrollment," The Hospice Journal  13(1-2): 71-87 (March 1998)  MS#031

 

N.A. Christakis and T.J. Iwashyna, "Spousal Illness Burden Is Associated with Delayed Use of Hospice Care in Terminally Ill Patients," Journal of Palliative Medicine  1(1): 3-10  (March 1998)  MS#030

 

N.A. Christakis and J.J. Escarce, "Survival of Medicare Patients After Enrollment in Hospice Programs," New England Journal of Medicine  335(3): 172-178 (July 1996); partially reprinted in A.O. Berg, Year Book of Family Practice, St. Louis, MO: Mosby-Year Book, Inc., 1998  MS#026

 

N.A. Christakis and G.A. Sachs, "The Role of Prognosis in Clinical Decision Making," Journal of General Internal Medicine  11(7): 422-425 (July 1996)  MS#025

 

D.A. Asch and N.A. Christakis, "Why Do Physicians Prefer to Withdraw Some Forms of Life Support Over Others? Intrinsic Attributes of Life Sustaining Treatments Are Associated with Physicians' Preferences," Medical Care  34(2): 103-111 (February 1996)  MS#024

 

N.A. Christakis and D.A. Asch, "Medical Specialists Prefer to Withdraw Familiar Technologies When Discontinuing Life Support," Journal of General Internal Medicine  10(9): 491-494 (September 1995)  MS#022

 

N.A. Christakis and D.A. Asch, "Physician Characteristics Associated with Decisions to Withdraw Life Support," American Journal of Public Health  85(3): 367-372 (March 1995)  MS#020

[Editorial]

 

N.A. Christakis, "Timing of Referral of Terminally Ill Patients to an Outpatient Hospice," Journal of General Internal Medicine  9(6): 314-320 (June 1994)  MS#016

 

N.A. Christakis and D.A. Asch, "Biases in How Physicians Choose to Withdraw Life Support," The Lancet  342(8872): 642-646 (September 1993); reprinted in Monash Bioethics Review  13(3): 24-33 (July 1994)  MS#013

 

Back to Top

 

HOSPICE CARE

 

M. Alexander and N.A. Christakis, "Bias and Asymmetric Loss in Expert Forecasts: A Study of Physician Prognostic Behavior with Respect to Patient Survival," Journal of Health Economics  27(4): 1095-1108 (July 2008)  MS#086

 

S.R. Connor, F. Elwert, C. Spence, and N.A.  Christakis, "Racial Disparity in Hospice Use in the United States in 2002," Palliative Medicine  22(3): 205-213 (April 2008)  MS#083

 

S.R. Connor, F. Elwert, C. Spence, and N.A. Christakis, "Geographic Variation in Hospice Use in the United States in 2002," Journal of Pain and Symptom Management  34(3): 277-285 (September 2007)  MS#080

 

P. Glare and N.A. Christakis, "Predicting the Survival in Patients with Advanced Disease," in D. Doyle, G. Hanks, N. Cherny, and K. Calman, eds., Oxford Textbook of Palliative Medicine, 3rd ed.,  Oxford: Oxford University Press, 2004, pp. 29-42  BC#008

 

N.A. Christakis and T.J. Iwashyna, "The Health Impact on Families of Health Care: A Matched Cohort Study of Hospice Use by Decedents and Mortality Outcomes in Surviving, Widowed Spouses," Social Science and Medicine  57(3): 465-475 (August 2003)  MS#062

 

T.J. Iwashyna, V.W. Chang, J.X. Zhang, and N.A. Christakis, "The Lack of Effect of Market Structure on Hospice Use," Health Services Research  37(6): 1531-1551 (December 2002)  MS#056

 

T.J. Iwashyna, J.X. Zhang, and N.A. Christakis, "Disease-Specific Patterns of Hospice and Related Healthcare Use in an Incidence Cohort of Seriously Ill Elderly Patients," Journal of Palliative Medicine  5(4): 531-538 (August 2002)  MS#053

 

E.B. Lamont and N.A. Christakis, "Physician Factors in the Timing of Cancer Patient Referral to Hospice Palliative Care," Cancer  94(10): 2733-2737 (May 2002)  MS#051

 

E.B. Lamont and N.A. Christakis, "Epidemiology and Prognostication in Advanced Disease," in A. Berger, R.K. Portenoy, and D.E. Weissman, eds., Principles and Practice of Palliative Care and Supportive Oncology, 2nd ed.,  Philadelphia: Lippincott Williams & Wilkins, 2002, pp. 607-614  BC#006

 

E.B. Lamont and N.A. Christakis, "Prognostic Disclosure to Patients with Cancer Near the End of Life," Annals of Internal Medicine 133(12): 1096-1105 (June 2001)  MS#046  [Editorial]

 

N.A. Christakis and T.J. Iwashyna, "The Impact of Individual and Market Factors on the Timing of Initiation of Hospice Terminal Care," Medical Care  38(5): 528-541 (May 2000)  MS#043

 

N.A. Christakis and E.B. Lamont, "Extent and Determinants of Error in Doctors' Prognoses for Terminally Ill Patients: Prospective Cohort Study," British Medical Journal  320(7233): 469-473 (February 2000); reprinted in The Western Journal of Medicine  172(5): 310-313 (May 2000)  MS#041

[Editorial]

 

T.J. Iwashyna and N.A. Christakis, "Attitude and Self-Reported Practice Regarding Hospice Referral in a National Sample of Internists," Journal of Palliative Medicine  1(3): 241-248 (September 1998)  MS#032

 

N.A. Christakis, "Predicting Patient Survival Before and After Hospice Enrollment," The Hospice Journal  13(1-2): 71-87 (March 1998)  MS#031

 

N.A. Christakis and J.J. Escarce, "Survival of Medicare Patients After Enrollment in Hospice Programs," New England Journal of Medicine  335(3): 172-178 (July 1996); partially reprinted in A.O. Berg, Year Book of Family Practice, St. Louis, MO: Mosby-Year Book, Inc., 1998  MS#026

 

N.A. Christakis, "Timing of Referral of Terminally Ill Patients to an Outpatient Hospice," Journal of General Internal Medicine  9(6): 314-320 (June 1994)  MS#016

 

Back to Top

 

OBESITY

 

J.H. Fowler and N.A. Christakis, "Estimating Peer Effects on Health in Social Networks," Journal of Health Economics  27(5): 1386-1391 (September 2008)  MS#089

[Earlier Version of Paper (with simulations and supplement)]

 

N.A. Christakis and J.H. Fowler, "The Spread of Obesity in a Large Social Network Over 32 Years," New England Journal of Medicine  357(4): 370-379 (July 2007)  MS#078

[Editorial | Supplement | Watch Video | Download Video | Original Video]

 

V.W. Chang and N.A. Christakis, "Income Inequality and Weight Status in U.S. Metropolitan Areas," Social Science and Medicine  61(1): 83-96 (July 2005)  MS#066

 

V.W. Chang and N.A. Christakis, "Self-Perception of Weight Appropriateness in the U.S.," American Journal of Preventive Medicine  24(4): 332-339 (May 2003)  MS#058

 

V.W. Chang and N.A. Christakis, "Medical Modeling of Obesity: A Transition from Action to Experience in a 20th Century American Medical Textbook," Sociology of Health and Illness  24(2): 151-177 (March 2002)  MS#050

 

V.W. Chang and N.A. Christakis, "Extent and Determinants of Discrepancy Between Self-Evaluations of Weight Status and Clinical Standards," Journal of General Internal Medicine  16(8): 538-543 (August 2001)  MS#047

 

Back to Top

 

ETHICS

 

N.A. Christakis, "Prognostication and Bioethics," Daedalus  128(4): 197-214 (Fall 1999)  MS#040

 

R.C. Fox and N.A. Christakis, "Perish and Publish: Non-Heart-Beating Organ Donation and Unduly Iterative Ethical Review," Kennedy Institute of Ethics Journal  5(4): 335-342 (December 1995)  MS#023

 

C. Feudtner, D.A. Christakis, and N.A. Christakis, "Do Clinical Clerks Suffer Ethical Erosion? Students' Perceptions of Their Ethical Environment and Their Personal Development," Academic Medicine  69(8): 670-679 (August 1994)  MS#018

 

N.A. Christakis and D.A. Asch, "Biases in How Physicians Choose to Withdraw Life Support," The Lancet  342(8872): 642-646 (September 1993); reprinted in Monash Bioethics Review  13(3): 24-33 (July 1994)  MS#013

 

N.A. Christakis, "Ethics Are Local: Engaging Cross-Cultural Variation in the Ethics for Clinical Research," Social Science and Medicine  35(9): 1079-1091 (October 1992); partially reprinted in Ethical and Regulatory Aspects of Clinical Research,  E. Emanuel, R. Crouch, J. Arras, J. Moreno, and C. Grady, eds., Baltimore: Johns Hopkins University Press, 2003  MS#012

 

N.A. Christakis and M.J. Panner, "Existing International Ethical Guidelines for Human Subjects Research: Some Open Questions," Law, Medicine & Health Care  19(3-4): 214-221 (Winter 1991); partially reprinted in Emerging Policies for Biomedical Research, W.N. Kelley, M. Osterweis, E. Rubin, eds., Washington, DC: Association of Academic Health Centers, 1993  MS#010

 

N.A. Christakis, L.A. Lynn, and A. Castelo, "Clinical AIDS Research that Evaluates Cost-Effectiveness in the Developing World," IRB: A Review of Human Subjects Research  13(4): 6-8 (August 1991)  MS#009

[Editorial]

 

N.A. Christakis and M.J. Panner, "Appropriate Collaboration Between Industry and Government in the Development of an AIDS Vaccine," Law, Medicine & Health Care  17(2): 130-138 (Summer 1989)  MS#008

 

N.A. Christakis, "Responding to a Pandemic: International Interests in AIDS Control," Daedalus  118(2): 113-134 (Spring 1989); reprinted in Living with AIDS,  S.R. Graubard, ed., Cambridge, MA: MIT Press, 1990, p. 329-351  MS#007

 

N.A. Christakis, "The Ethical Design of an AIDS Vaccine Trial in Africa," Hastings Center Report  18(3): 31-37 (June 1988); reprinted in Applied Ethics: A Multicultural Approach, L. May and S.C. Sharratt, eds., Englewood Cliffs, NJ: Prentice-Hall, 1994, p. 421-430  MS#006

 

N.A. Christakis, "Should IRB's Monitor Research More Strictly?" IRB: A Review of Human Subjects Research  10(2): 8-10 (April 1988)  MS#005

 

M.J. Panner and N.A. Christakis, "The Limits of Science in On-The-Job Drug Screening," Hastings Center Report  16(6): 7-12 (December 1986); partially reprinted in Drug Abuse, J.S. Bach, ed., St. Paul, MN: Greenhaven Press, 1988, p. 106-111  MS#004

 

N.A. Christakis and M.J. Panner, "Baby Fae and the Media: How the Law Allows Appropriate Access," IRB: A Review of Human Subjects Research  8(2): 5-7 (April 1986)  MS#003

 

N.A. Christakis, "Do Medical Student Research Subjects Need Special Protection?" IRB: A Review of Human Subjects Research  7(3): 1-4 (June 1985)  MS#001

[Editorial]

 

Back to Top

 

TRANSCULTURAL ETHICS

 

N.A. Christakis, "Managing Death: The Growing Acceptance of Euthanasia in Contemporary American Society," in R.P. Hamel and E.R. DuBose, eds., Must We Suffer Our Way to Death? Cultural and Theological Perspectives on Death by Choice  Dallas, TX: Southern Methodist University Press, 1996, pp. 15-44  BC#005

 

N.A. Christakis, "The Distinction Between Ethical Pluralism and Ethical Relativism: Implications for the Conduct of Transcultural Clinical Research," in H.Y. Vanderpool, ed., Research Ethics on Human Subjects: Facing the 21st Century  Frederick, MD: University Publishing Group, 1996, pp. 261-280  BC#004

 

N.A. Christakis and R.J. Levine, "Multinational Research," in W.T. Reich, ed., Encyclopedia of Bioethics,  revised edition, New York, NY: Macmillan Publishing Co., 1995, pp. 1780-1787  BC#003

 

N.A. Christakis, "Ethics Are Local: Engaging Cross-Cultural Variation in the Ethics for Clinical Research," Social Science and Medicine  35(9): 1079-1091 (October 1992); partially reprinted in Ethical and Regulatory Aspects of Clinical Research,  E. Emanuel, R. Crouch, J. Arras, J. Moreno, and C. Grady, eds., Baltimore: Johns Hopkins University Press, 2000  MS#012

 

N.A. Christakis and M.J. Panner, "Existing International Ethical Guidelines for Human Subjects Research: Some Open Questions," Law, Medicine & Health Care  19(3-4): 214-221 (Winter 1991); partially reprinted in Emerging Policies for Biomedical Research, W.N. Kelley, M. Osterweis, E. Rubin, eds., Washington, DC: Association of Academic Health Centers, 1993  MS#010

 

N.A. Christakis, L.A. Lynn, and A. Castelo, "Clinical AIDS Research that Evaluates Cost-Effectiveness in the Developing World," IRB: A Review of Human Subjects Research  13(4): 6-8 (August 1991)  MS#009

[Editorial]

 

N.A. Christakis and M.J. Panner, "Appropriate Collaboration Between Industry and Government in the Development of an AIDS Vaccine," Law, Medicine & Health Care  17(2): 130-138 (Summer 1989)  MS#008

 

N.A. Christakis, "Responding to a Pandemic: International Interests in AIDS Control," Daedalus  118(2): 113-134 (Spring 1989); reprinted in Living with AIDS,  S.R. Graubard, ed., Cambridge, MA: MIT Press, 1990, p. 329-351  MS#007

 

N.A. Christakis, "The Ethical Design of an AIDS Vaccine Trial in Africa," Hastings Center Report  18(3): 31-37 (June 1988); reprinted in Applied Ethics: A Multicultural Approach, L. May and S.C. Sharratt, eds., Englewood Cliffs, NJ: Prentice-Hall, 1994, p. 421-430  MS#006

 

Back to Top

 

MEDICAL EDUCATION AND PHYSICIAN TRAINING

 

M. Barnett, N.L. Keating, N.A. Christakis, A.J. O'Malley, and B. Landon, "Reasons for Choice of Referral Physician Among Primary Care and Specialist Physicians," Journal of General Internal Medicine  in press (2012); doi:10.1007/s11606-011-1861-z  MS#129

 

J.P. Beauchamp, D. Cesarini, M. Johannesson, M.J.H.M van der Loos, P.D. Koellinger, P.J.F. Broenen, J.H. Fowler, J.N. Rosenquist, A.R. Thurik, and N.A. Christakis, "Molecular Genetics and Economics," Journal of Economic Perspectives  25(4): 57-82 (Fall 2011)  MS#123

[Appendix]

 

M. Collins, S. Block, R. Arnold, and N.A. Christakis, "On the Prospects for a Blame-Free Medical Culture," Social Science and Medicine  69(9): 1287-1290 (November 2009)  MS#102

 

N.A. Christakis, "On the Sociological Anxiety of Physicians," in C.M. Messikomer, J.P. Swazey, and A. Glicksman, eds. Essays in Honor of Renee C. Fox: Society and Medicine,  New Brunswick, NJ: Transaction Publishers, 2003, pp. 135-144  BC#007

 

T.J. Iwashyna, F. Curlin, and N.A. Christakis, "Racial, Ethnic, and Affluence Differences in Elderly Patients' Use of Teaching Hospitals," Journal of General Internal Medicine  17(9): 696-703 (September 2002)  MS#054

 

N.A. Christakis and T.J. Iwashyna, "Attitude and Self-Reported Practice Regarding Prognostication in a National Sample of Internists," Archives of Internal Medicine  158(23): 2389-2395 (November 1998)  MS#033

 

N.A. Christakis, "The Similarity and Frequency of Proposals to Reform U.S. Medical Education: Constant Concerns," JAMA  274(9): 706-711 (September 1995)  MS#021

 

N.A. Christakis, J.A. Jacobs, and C.M. Messikomer, "Change in Self-Definition from Specialist to Generalist in a National Sample of Physicians," Annals of Internal Medicine  121(9): 669-675 (November 1994)  MS#019

 

C. Feudtner, D.A. Christakis, and N.A. Christakis, "Do Clinical Clerks Suffer Ethical Erosion? Students' Perceptions of Their Ethical Environment and Their Personal Development," Academic Medicine  69(8): 670-679 (August 1994)  MS#018

 

K.A. Schulman, R. McDonald, I. Frank, L.A. Lynn, N.A. Christakis, and J.S. Schwartz, "Screening Surgeons for HIV Infection: Assessment of a Potential Public Health Program," Infection Control and Hospital Epidemiology  15(3): 147-155 (March 1994)  MS#014

[Editorial]

 

N.A. Christakis, "Do Medical Student Research Subjects Need Special Protection?" IRB: A Review of Human Subjects Research  7(3): 1-4 (June 1985)  MS#001

[Editorial]

 

Back to Top

 

BIOLOGICAL NETWORKS

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Emotions as Infectious Diseases in a Large Social Network: The SISa Model," Proceedings of the Royal Society B  277(1701): 3827-3835 (December 2010); doi:10.1098/rspb.2010.1217   MS#115

[Supplement]

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Infectious Disease Modeling of Social Contagion in Networks," PLoS Computational Biology  6(11): e1000968 (November 2010); doi:10.1371/journal.pcbi.1000968  MS#114

 

N.A. Christakis and J.H. Fowler, "Social Network Sensors for Early Detection of Contagious Outbreaks," PLoS One  5(9): e12948 (September 2012); doi:10.1371/journal.pone.0012948  MS#112

[Supplement | Watch Video | TED Talk]

 

S. Arbesman and N.A. Christakis, "Leadership Insularity: A New Measure of Connectivity Between Central Nodes in Networks," Connections  30(1): 4-10 (Summer 2010)  MS#110

 

L.L. Chen, N. Blumm, N.A. Christakis, A.L. Barabasi, T.S. Deisboeck, "Cancer Metastasis Networks and the Prediction of Progression Patterns," British Journal of Cancer  101(5): 749-758 (August 2009)  MS#101

 

J. Park, D.S Lee, N.A. Christakis, and A.L. Barabasi, "The Impact of Cellular Networks on Disease Co-Morbidity," Molecular Systems Biology  5: Article number: 262 doi:10.1038/msb.2009.16 (April 2009)  MS#099

 

C.A. Hidalgo, N. Blumm, A.L. Barabasi, and N.A. Christakis, "A Dynamic Network Approach for the Study of Human Phenotypes," PLoS Computational Biology  5(4): e1000353 (April 2009); doi:10.1371/journal.pcbi.1000353   MS#098

 

J.H. Fowler, C.T. Dawes, and N.A. Christakis, "Model of Genetic Variation in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  106(6): 1720-1724 (February 2009)  MS#096

[Editorial | Supplement | Appendix]

 

D.S. Lee, J. Park, K.A. Kay, N.A. Christakis, Z.N. Oltvai, and A.L. Barabasi, "The Implications of Human Metabolic Network Topology for Disease Comorbidity," PNAS: Proceedings of the National Academy of Sciences  105(29): 9880-9885 (July 2008)  MS#087

[Editorial]

 

Back to Top

 

METHODOLOGY

 

J.P. Onnela and N.A. Christakis, "Spreading Paths in Partially Observed Social Networks," Physical Review E  in press (2012)  MS#130

 

D. Rand, S. Arbesman, and N.A. Christakis, "Dynamic Social Networks Promote Cooperation in Experiments with Humans," PNAS: Proceedings of the National Academy of Sciences  108(48): 19193-19198 (November 2011); doi:10.1073/pnas.1108243108  MS#126

[Supplement]

 

M. Barnett, N.L. Keating, N.A. Christakis, A.J. O'Malley, and B. Landon, "Reasons for Choice of Referral Physician Among Primary Care and Specialist Physicians," Journal of General Internal Medicine  in press (2012); doi:10.1007/s11606-011-1861-z  MS#129

 

J.P. Beauchamp, D. Cesarini, M. Johannesson, M.J.H.M van der Loos, P.D. Koellinger, P.J.F. Broenen, J.H. Fowler, J.N. Rosenquist, A.R. Thurik, and N.A. Christakis, "Molecular Genetics and Economics," Journal of Economic Perspectives  25(4): 57-82 (Fall 2011)  MS#123

[Appendix]

 

M. Barnett, B. Landon, A.J. O'Malley, N.L. Keating, and N.A. Christakis, "Mapping Physician Networks with Self-Reported and Administrative Data," Health Services Research  46(5): 1592-1609 (October 2011); doi: 10.1111/j.1475-6773.2011.01262.x  MS#122

 

A.J. O'Malley and N.A. Christakis, "Longitudinal Analysis of Large Social Networks: Estimating the Effect of Health Traits on Changes in Friendship Ties," Statistics in Medicine 30(9): 950-964 (April 2011); doi:10.1002/sim.4190  MS#118

 

J.H. Fowler, J.E. Settle, and N.A. Christakis, "Correlated Genotypes in Friendship Networks," PNAS: Proceedings of the National Academy of Science  108(5): 1993-1997 (February 2011); doi:10.1073/pnas.1011687108  MS#116

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Emotions as Infectious Diseases in a Large Social Network: The SISa Model," Proceedings of the Royal Society B  277(1701): 3827-3835 (December 2010); doi:10.1098/rspb.2010.1217   MS#115

[Supplement]

 

A.L. Hill, D.G. Rand, M.A. Nowak, and N.A. Christakis, "Infectious Disease Modeling of Social Contagion in Networks," PLoS Computational Biology  6(11): e1000968 (November 2010); doi:10.1371/journal.pcbi.1000968  MS#114

 

N.A. Christakis and J.H. Fowler, "Social Network Sensors for Early Detection of Contagious Outbreaks," PLoS One  5(9): e12948 (September 2012); doi:10.1371/journal.pone.0012948  MS#112

[Supplement | Watch Video | TED Talk]

 

S.C. Mednick, N.A. Christakis, and J.H. Fowler, "The Spread of Sleep Behavior Influences Drug Use in Adolescent Social Networks," PLoS One  5(3): e9775 (March 2010)  MS#107

[Appendix]

 

J.H. Fowler and N.A. Christakis, "Cooperative Behavior Cascades in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  107(12): 5334–5338  (March 2010)  MS#106

[Appendix]

 

L.L. Chen, N. Blumm, N.A. Christakis, A.L. Barabasi, T.S. Deisboeck, "Cancer Metastasis Networks and the Prediction of Progression Patterns," British Journal of Cancer  101(5): 749-758 (August 2009)  MS#101

 

C.A. Hidalgo, N. Blumm, A.L. Barabasi, and N.A. Christakis, "A Dynamic Network Approach for the Study of Human Phenotypes," PLoS Computational Biology  5(4): e1000353 (April 2009); doi:10.1371/journal.pcbi.1000353   MS#098

 

N.A. Christakis and J.H. Fowler, "Social Network Visualizations in Epidemiology," Norwegian Journal of Epidemiology  19(1): 5-16 (March 2009)  MS#097

 

J.H. Fowler, C.T. Dawes, and N.A. Christakis, "Model of Genetic Variation in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  106(6): 1720-1724 (February 2009)  MS#096

[Editorial | Supplement | Appendix]

 

K. Lewis, J. Kaufman, and N.A. Christakis, "The Taste for Privacy: An Analysis of College Student Privacy Settings in an Online Social Network," Journal of Computer Mediated Communication  14(1): 79-100 (December 2008)  MS#094

 

D. Davis, N. Chawla, N. Blumm, N.A. Christakis, and A.L. Barabasi. "Predicting Individual Disease Risk Based on Medical History," Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM)  769-778 (2008)  MS#093

 

J.H. Fowler and N.A. Christakis, "Estimating Peer Effects on Health in Social Networks," Journal of Health Economics  27(5): 1386-1391 (September 2008)  MS#089

[Earlier Version of Paper (with simulations and supplement)]

 

E.B. Lamont, J.E. Herndon, J. C. Weeks, I.C.  Henderson, R. Lilenbaum, R.L. Schilsky, and N.A. Christakis, for the Cancer and Leukemia Group B, "Measuring Clinically Significant Chemo-therapy-Related Toxicities Using Medicare Claims from Cancer and Leukemia Group B (CALGB) Trial  Participants," Medical Care  46(3): 303-308 (March 2008)  MS#082

 

K. E. Steinhauser, E. C. Clipp, J. C. Hays, M. Olsen, R. Arnold, N.A. Christakis, J.H. Lindquist, and J.A. Tulsky, "Identifying, Recruiting, And Retaining Seriously-Ill Patients And Their Caregivers in Longitudinal Research At The End Of Life," Palliative Medicine  20(8): 745-754 (December 2006)  MS#077

 

E.B. Lamont, J.E. Herndon, J.C. Weeks, I.C. Henderson, C.C. Earle, R.L. Schilsky, and N.A. Christakis, for the Cancer and Leukemia Group B, "Measuring Disease-Free Survival and Cancer Relapse Using Medicare Claims from CALGB Breast Cancer Trial Participants," Journal of the National Cancer Institute  98(18): 1335-1338 (September 2006)  MS#076

 

P.D. Allison and N.A. Christakis, "Fixed Effects Methods for the Analysis of Non-Repeated Events," Sociological Methodology  36(1): 155-172 (Summer 2006)  MS#075

 

K.E. Steinhauser, C.I. Voils, E.C. Clipp, H.B. Bosworth, N.A. Christakis, and J.A. Tulsky, "'Are You at Peace?' One Item to Probe Spiritual Concerns at the End of Life," Archives of Internal Medicine  166(1): 101-105 (January 2006)  MS#071

 

E.B. Lamont, J.E. Herndon, J. C. Weeks, I.C. Henderson, R. Lilenbaum, R.L. Schilsky, and N.A. Christakis, for the Cancer and Leukemia Group B, "Criterion Validity of Medicare Chemotherapy Claims in Cancer and Leukemia Group B Breast and Lung Cancer Trial Participants," Journal of the National Cancer Institute  97(14): 1080-1083 (July 2005)  MS#067

 

K.E. Steinhauser, H.B. Bosworth, E.C. Clipp, M. McNeilly, N.A. Christakis, J. Parker, and J.A. Tulsky, "Initial Assessment of a New Instrument to Measure Quality of Life at the End of Life," Journal of Palliative Medicine  5(6): 829-841 (December 2002)  MS#057

 

T.J. Iwashyna, G. Brennan, J.X. Zhang, and N.A. Christakis, "Finding Married Couples in Medicare Claims Data," Health Services and Outcomes Research Methodology  3(1): 75-86 (December 2002)  MS#055

 

N.A. Christakis, T.J. Iwashyna, and J.X. Zhang, "Care After the Onset of Serious Illness (COSI): A Novel Claims-Based Dataset Exploiting Substantial Cross-Set Linkages to Study End-of-Life Care," Journal of Palliative Medicine  5(4): 515-529 (August 2002)  MS#052

 

E.B. Lamont, D.S. Lauderdale, R.L. Schilsky, and N.A. Christakis, "Construct Validity of Medicare Chemotherapy Claims: The Case of 5FU," Medical Care  40(3): 201-211 (March 2002)  MS#049

 

T.J. Iwashyna, J. Zhang, D. Lauderdale, and N.A. Christakis, "Refinements of a Methodology for Detecting Married Couples in the Medicare Data," Demography  37(2): 251-252 (May 2000)  MS#044

 

J. Zhang, T.J. Iwashyna, N.A. Christakis, "The Performance of Different Lookback Periods and Sources of Information for Charlson Comorbidity Adjustment in Medicare Claims," Medical Care  37(11): 1128-1139 (November 1999)  MS#039

 

T.J. Iwashyna, J. Zhang, D. Lauderdale, and N.A. Christakis, "A Methodology for Identifying Married Couples in Medicare Data: Mortality, Morbidity, and Health Care Use Among the Married Elderly," Demography  35(4): 413-419 (November 1998)  MS#034

 

D.A. Asch, N.A. Christakis, and P.A. Ubel, "Conducting Physician Mail Surveys on a Limited Budget: A Randomized Trial Comparing $2 Bill Versus $5 Bill Incentives," Medical Care  36(1): 95-99  (January 1998)  MS#029

 

D.A. Asch, M.K. Jedrziewski, and N.A. Christakis, "Response Rates to Mail Surveys Published in Medical Journals," Journal of Clinical Epidemiology  50(10): 1129-1136 (October 1997)  MS#028

 

P.D. Allison and N.A. Christakis, "Logit Models for Sets of Ranked Items," Sociological Methodology  24: 199-228 (Summer 1994)  MS#017

 

D.A. Asch and N.A. Christakis, "Different Response Rates in a Trial of Two Envelope Styles in Mail Survey Research," Epidemiology  5(5): 364-365 (May 1994)  MS#015

 

N.A. Christakis, "Do Medical Student Research Subjects Need Special Protection?" IRB: A Review of Human Subjects Research  7(3): 1-4 (June 1985)  MS#001

[Editorial]

 

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GENETICS AND SOCIAL SCIENCE

 

C.L. Apicella, F.W. Marlowe, J.H. Fowler, and N.A. Christakis, "Social Networks and Cooperation in Hunter-Gatherers," Nature  481(7382): 497-501 (26 January 2012); doi:10.1038/nature10736  MS#127

[Editorial | Supplement | Animation 1 | Animation 2 | Watch Video]

 

J.P. Beauchamp, D. Cesarini, M. Johannesson, M.J.H.M van der Loos, P.D. Koellinger, P.J.F. Broenen, J.H. Fowler, J.N. Rosenquist, A.R. Thurik, and N.A. Christakis, "Molecular Genetics and Economics," Journal of Economic Perspectives  25(4): 57-82 (Fall 2011)  MS#123

[Appendix]

 

J.H. Fowler, J.E. Settle, and N.A. Christakis, "Correlated Genotypes in Friendship Networks," PNAS: Proceedings of the National Academy of Science  108(5): 1993-1997 (February 2011); doi:10.1073/pnas.1011687108  MS#116

 

J.E. Settle, C.T. Dawes, P.K. Hatemi, N.A. Christakis, and J.H. Fowler, "Friendships Moderate an Association Between a Dopamine Gene Variant and Political Ideology," Journal of Politics  72(4): 1189-1198 (October 2010)  MS#113

 

L. Jin, F. Elwert, J. Freese, and N.A. Christakis, "Preliminary Evidence Regarding the Hypothesis that the Sex Ratio at Sexual Maturity May Affect Longevity in Men," Demography  47(3): 579-586 (August 2010)  MS#111

 

S. Arbesman and N.A. Christakis, "Leadership Insularity: A New Measure of Connectivity Between Central Nodes in Networks," Connections  30(1): 4-10 (Summer 2010)  MS#110

 

J.H. Fowler and N.A. Christakis, "Cooperative Behavior Cascades in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  107(12): 5334–5338  (March 2010)  MS#106

[Appendix]

 

J.H. Fowler, C.T. Dawes, and N.A. Christakis, "Model of Genetic Variation in Human Social Networks," PNAS: Proceedings of the National Academy of Sciences  106(6): 1720-1724 (February 2009)  MS#096

[Editorial | Supplement | Appendix]

 

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