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Biographical Memoirs: Volume 56 (1987)

Chapter: Paul F. Lazarsfeld

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Suggested Citation:"Paul F. Lazarsfeld." National Academy of Sciences. 1987. Biographical Memoirs: Volume 56. Washington, DC: The National Academies Press. doi: 10.17226/897.
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PAUL F. LAZARSFELD February 13, 1901-August30, 1976 BY DAVID L. SILLS PAUL FELIX LAZARSFELD was born and raised in Vienna. In 1933 he came to the United States as a Rockefeller Foundation fellow. He remained in America at the enct of his fellowship, became a citizen, and for three decades was a professor of sociology at Columbia University. He diect of cancer in New York City. Although he was trained in mathematics, Lazarsfeld thought of himself as a psychologist; only in midlife clid he identify himself as a sociologist. His major interests were the methodology of social research and the development of in- stitutes for training and research in the social sciences. Be- cause of the originality and diversity of his icleas, his energy and personal magnetism, his unique style of collaboration with colleagues and students, anc! the productivity of the re- search institutes he established, his influence upon sociology and social research both in the United States anc! in Eu- rope-has been profound. In the years since Lazarsfeld's death, a substantial number of appraisals of his life and work have been published. ~ I shall ~ Appraisals up to 1979 are listed in David L. Sills, "Publications About Paul F. Lazarsfeld: A Selected Bibliography," in Qualitative and Quantitative Social Research: Poems in Honor of Paul F. Lazarsfeld, ed. Robert K. Merton, James S. Coleman, and Peter H. Rossi (New York: Free Press, 1979), pp. 389-93. Subsequent publications 251

252 BIOGRAPHICAL MEMOIRS attempt to summarize his rich intellectual legacy in this ar- ticle. But first, let me convey some sense of Lazarsfeld the person by quoting from the writings of his former students Allen H. Barton and David L. Sills, both sociologists, and his son-in-law, the historian Bernard Bailyn. As these witnesses attest, neither Lazarsfeld nor his associates were able to dis- tinguish very clearly between the man and the scholar. Allen Barton's attempt to capture the essence of Lazars- feld's personality is to be found in his dramatic and rather subjective account of the history of one of Lazarsfeld's major inventions: the university-basecl social research institute. Bar- ton notes that the concept of the university-basect social re- search institute "was born in the mind of a social activist stu- dent in the intellectual hothouse of Vienna between the wars," who "created a penniless research center in a near bankrupt society, and found his friends jobs studying un- employment." He calls Lazarsfeld "an intellectual Oclysseus" and "an entrepreneur of intellectual conglomerates," who "brought new meaning to the words 'non-profit' as he used one cleficit-riciclen project to support another, and pyra- mided his intellectual assets from grant to grant." In the end, Barton notes, "the Bureau was demolished and hauled away include: Allen H. Barton, "Paul Lazarsfeld and the Invention of the University Institute for Applied Social Research," in Organizing for Social Research, ed. Burkart Holzoer and Girl Nehnevaisa (Cambridge, Mass.: Schenkman, 1982); James S. Cole- man, "Paul F. Lazarsfeld: The Substance and Style of His Work," in Sociological Traditions from Generation to Generation: Glimpses of the American Experience, ed. Robert K. Merton and Matilda White Riley (Norwood, N.l.: Ablex, 1980); James S. Cole- man, "Introduction," in Paul F. Lazarsfeld, The Varied Sociology of Paul F. Lazarsfeld, writings collected and edited by Patricia L. Kendall (New York: Columbia University Press, 1982); Paul Neurath, "Paul F. Lazarsfeld and the Institutionalization of Em- pirical Social Research," in Robert B. Smith, An Introduction to Social Research (Cam- bridge, Mass.: Ballinger, 1983); Paul Neurath, "In Memoriam Paul F. Lazarsfeld: Paul F. Lazarsfeld and the Institutionalization of Empirical Social Research," in Re- alizi,~g Social Science Knowledge, ed. B. Holzner, K. D. Knorr, and H. Strasser (Vienna: Physica-Verlag, 1983); and David L. Sills, "Surrogates, Institutes, and the Search for Convergences: The Research Style of Paul F. Lazarsfeld," Contemporary Sociology, l()(May 1981):351-61.

PAUL F. LAZARSFELD 253 to make room for a parking lot on Moth Street, while a Cen- ter for the Social Sciences rose on 1 lath Street, proclaiming a set of purposes almost iclentical to Lazarsfeld's recipe for his research institutes in Vienna, Newark, Princeton, and Co- lumbia." 2 Bernard Bailyn tract the good fortune to have been both colleague and son-in-law; here is his recollection of a family . . . . .~ . . . visit by his father-in-law: A visit by Paul was like some wonderfully benign hurricane. There would be premonitory squalls for days in advance. Special delivery letters would begin to arrive long before he got there; telegrams and messages would pile up, occasionally an embarrassed assistant would appear on the doorstep having got the wrong day relayed through secretaries in two uni- versities. The day before he was due there would be a flurry of frantic. Often hilarious telephone calls rescheduling the flight, but then finally he would arrive. The cab would pull up in the driveway and Paul would struggle from the door clutching a briefcase overflowing with manuscripts, books, pipes, cigars, shirts, and some miscellaneous shoes. He would half run to the house in his odd, stiff-kneed, sideways-swinging walk; call gaily to his daughter; shake hands with the male remembers of the family with a slight European bow, heels together; and almost invariably, as soon as he was inside the door, say "The most amazing thing happened!," and ou' would come an extraordinary episode, told with barely suppressed laugh- ter and high suspense some bizarre coincidence and the visit would be properly launched. 3 In a summary sketch of Lazarsfelct's personality, David Sills singled out Lazarsfeld's quite remarkable capacity to carry out his intellectual activities with, and through, other people: Most of his major writings are coauthored, and much of his work day consisted of listening to, talking to, and instructing his students, colleagues, and co-workers: in class, in his office, in taxicabs, in his apartment, in a 18. 9 Barton, "Paul Lazarsfeld and the Invention of the University Institute," pp. 17 3 Bernard Bailyn, "Recollections of PFL," in Merton, Coleman, and Rossi, Quali- tative and Quantitative Social Research, p. 16.

254 BIOGRAPHICAL MEMOIRS succession of summer houses in New Hampshire; at breakfast, at lunch, and at dinner; at the blackboard, or pacing his office with a cigar, or seated in the faculty club with a double Manhattan cocktail in hand, Lazarsfeld seldom was or worked alone, and he was always working. What Allen H. Barton termed "the hectic Lazarsfeldian life style" went on to midnight or later; only then did he work for hours alone.4 THE VIENNA YEARS Lazarsfeld came from a professional family, active in the musical, cultural, and political life of turn-of-the-century Vi- enna. His father, Robert, was a lawyer in private practice, rather unsuccessful financially, who often defendecl young political activists without fee. His mother, Sofie, had been trained in in(liviclual psychology by Alfred Acller. Lazarsfeld had three successive marriages: to Marie Jahoda, Herta Her- zog, and Patricia L. Kenciall all his students, all his cowork- ers, and all accomplished social scientists. His daughter Lotte Bailyn is a social psychologist, his son Robert a mathemati- cian. Socialist Youth. Austrian socialism in the early decacles of the twentieth century was not just another political move- ment, particularly for the Lazarsfelc! family and friends. Long after the Vienna years, Lazarsfelcl's boyhood friend Hans Zeise! recallecI that time anct place and notes! that "for a brief moment in history, the humanist icleals of democratic socialism attained reality in the city of Vienna and gave new dignity and pricle to the working class and the intellectuals who had won it." Socialism was integral to the familial, social, intellectual, and political environment of LazarsfelcI's early years. He once said that he had become a socialist the way he had become a Viennese: by birth, anct without much reflec 4 David L. Sills, "Lazarsfeld, Paul F.," in International Encyclopedia of the Social Sci- ences: Biographical Supplement, vol. 18, ed. David L. Sills (New York: Free Press, 1979), p. 419.

PAUL F. LAZARSFELD 255 tion. But he was a socialist all right. When his mother's friend, the socialist leacler Friecirich Adler, was arrested for assassi- nating the prime minister, Count Karl Sturghk, in August ~ 9 ~ 6, Lazarsfeld attended the trial. He was arrested for taking part in a courtroom demonstration when Actler was convicted. He was active as a leacler in socialist student or- ganizations; he created a monthly newspaper for socialist stu- dents; and he helped found a political cabaret that was to play a seminal role in the clevelopment of both the political anc! theatrical history of Vienna. Lazarsfeld's first publica- tion, coauthored with Ludwig Wagner and published when he was twenty-three, is a report on a children's summer camp they tract established according to socialist principles. Although LazarsfelcT often stressed the importance of his early immersion in the socialist movement, his political activ- ism die! not survive his move to the United States. In later life he used to say that he was still a socialist "in my heart," and once he remarkoct that his intense interest in the organization of social research is "a kind of sublimation of my frustrated political instincts-as I can't run for office, I run institutes." His American students ant! colleagues found him to be es- sentially apolitical. Particularly because he stucliec! voting be- havior, he felt strongly that politics and scholarship should be kept apart. The Wirtschaftpsycholog~sche Forschungsstelle. Lazarsfeld re- ceivec! his Ph.D. in applier! mathematics from the University of Vienna in 1925; his dissertation was an application of Ein- stein's theory of gravitation to the movement of the planet Mercury. While a student, he assisted Charlotte BuhIer in her studies of early childhood anc! youth development. In 1925 he establishec! a research institute cleclicatecI to the applica- tion of psychology to social anc! economic problems the Wirtschaftpsychologische Forschungsstelle. Years later, he recallec! that at the time he establishec! the Forschungsstelle,

256 BIOGRAPHICAL MEMOIRS he also created a formula to explain his interest in applied psychology: "a fighting revolution requires economics (Marx); a victorious revolution requires engineers (Russia); a defeatect revolution calls for psychology (Vienna)." Karl BuhIer became the Forschungsstelle's first president; a board, consisting largely of university professors and busi- ness leaders, was recruited; LazarsfelcI became the research director. Scores of small research projects were carried out- chiefly for business firms, but also for trade unions anct city agencies. " j The Forschungsstelle] came to life in 1925," Hans Zeise! later recalled, "anct sustained itself mainly on ideas, all of them more or less Paul's, on the unabated enthusiasm of its members, and on no money worth talking about." As with most of Lazarsfeld's projects, the participants never forgot the experience. Ilse Zeise} (Hans' sister, who had been an employee of the Forschungsstelle in the 1930s) remarked at the time of Lazarsfeld's death that "in the end it is to the Forschungsstelle and to Paul that we owe our existence if not more," a comment that expresses the intense, almost familial relationship that Lazarsfelct had with many of his associates.5 The Forschungsstelle was the first of four university- related, applied social research institutes founded by Lazars- felcT. The others were the Research Center at the University of Newark, the Office of Radio Research at Princeton Uni- versity, and finally the Bureau of Applied Social Research at Columbia University. The Marienthal Study. The Forschungsstelle's most ambi- tious project was a study of Marienthal, a one-inclustry Aus- trian village twenty-four kilometers southeast of Vienna where the labor force was nearly all unemployed as a result of the severe economic depression in the years after World War I. The study was directed by Marie Rhoda, LazarsfelcI, and Hans Zeisel. The methods used were both imaginative 'Useful accounts of Lazarsfeld's Vienna years are contained in the two Neurath articles cited in footnote 1.

PAUL F. LAZARSFELD . 257 and eclectic: interviewing, participant observation, life his- tory analysis, and a variety of unobtrusive measures, such as charting the circulation of the socialist party newspaper, which declinect more during the years of wiclespread unem- ployment than clict the circulation of a sports and entertain- ment newspaper. This lack of interest was interpreted as a measure of withclrawal from participation in political affairs. The circulation of books from the workers' library was also examined: although the borrowing fee was abolished during the years 1929-31, the circulation declined by almost half- a clecline that was interpreted as an indication of apathy. The Forschungsstelle carried out a great clear of innova- ive consumer research, and it contributed importantly to the development of this field by making the study of consumer decisions and radio audiences academically respectable. Nevertheless, it is Marienthal, a slim, clearly written volume, that remains the Forschungsstelle's most memorable product ~ tahoda, Lazarsfeld, and Zeise! 19331. The study has im pressect generations of social scientists by its integrated use of quantitative anct qualitative observations. Robert and Helen Lynd, for example, in their Midctletown in Transition (1937), repeatedly refer to the methods and findings of Mar- ienthal. It contributed substantially to the methodology of community studies, and its major fincling, that the prolongect unemployment of workers leads to apathy rather than to rev- olution, foreshadowed the wiclespread lack of resistance to Hitler. Marientha' was banned by the Nazis soon after it was published, and most of the copies were burned, but by 1978 it had become part of the sociology curriculum in German and Austrian universities. In 1979, a group of young Euro- peans undertook a restudy of the vilIage.6 6 See Birgit Flos, Michael Freund, and Janos Marton, "Marienthal 1930-1980," Journal fur Sozialforschung, 23(1):136-49; and Michael Freund, Birgit Flos, and Janos Marton, "The Scars of Unemployment from the 1930s Are Still Visible," Aus- t~ia Todays, 4(1982):49-53.

258 BIOGRAPHICAL MEMOIRS CAREER IN THE UNITED STATES LazarsfelcI first came to the United States in September 1933 as a Rockefeller fellow; he spent the academic year 1933-34 visiting universities, New Deal agencies, ant! market research firms. In most places he tried to learn by attaching himself to one or more research projects. With the enthusi- asm, energy, hard work, and imagination that characterized his entire career, he sent a questionnaire to the eight other European fellows in his group to learn how they had adjusted to life in the United States. At the end of the second year of his fellowship, Lazarsfeld decided to remain in the United States. The deteriorating political situation in Austria following the defeat of the Social Democrats in the civil war of February 1934 had made his return to the University of Vienna impossible; the For- schungsstelle was in the same deficit state he had left it in two years earlier; and his marriage to Marie {ahoda who had remained in Vienna with their daughter hac! ended. So he accepted the job of analyzing some 10,000 questionnaires from young people that had been collected by the New Jersey Relief Administration. Lazarsfelc! soon transformed the proj- ect into the University of Newark Research Center, and be came the director. The Center survived its first year by carrying out studies for the public school system, the Works Progress Aciminis- tration, and the Frankfort Institute for Social Research- then in exile. Located on the fringes of a small university, with only a hancifu} of staff, its abiding meaning is that it was for Lazarsfelc! the American rebirth of his Vienna For schungssteile. The Princeton Radio Project. In 1937 the Rockefeller Foun- dation granted funds to Haclley Cantril, a Princeton psy- chologist, for a lar~e-scale study of the social effects of radio. on tne recommendation of Robert Lyncl, Lazarsfeld was cho

PAUL F. LAZARSFELD 259 sen to be director. Cantri] and Frank Stanton, then research director, and later president of the Columbia Broadcasting System, were appointed associate directors, and a broact study of radio programming, radio audiences, and the pref- erences of radio listeners was begun. The emphasis was on the secondary analysis of existing survey data; the content analysis of programs; and the use of the Lazarsfelct-Stanton Program Analyzer, a jointly developed crevice for recording the instantaneous likes and dislikes of experimental aucli- ences, following the prototype developed at the Forschungs- stelle in Vienna. The Lazarsfelc! radio research project virtually created the fielcl of mass communications research. It asked why mes- sages are introclucec! into the media and why people attend to them; that is, what gratifications or rewards people get from the media and what functions the media serve in their lives. Herta Herzog's studies of the audiences of daytime ra- clio soap operas and (with HactIey Cantril) of the radio listen- ers who believecl the famous 1938 Orson Welles broadcast of an invasion from Mars are examples, as are the studies of T. W. Aclorno on the social roles of popular and serious mu- sic. Other communications research projects carried out by Lazarsfelcl's associates are Bernard Berelson's study of "What 'Missing the Newspaper' Means," which used the occasion of a 1945 newspaper strike in New York City to ascertain the functions that newspapers serve in the lives of their reaclers, and Leo Lowenthal's 1944 analysis of the biographies of cul- ture heroes published in popular magazines. Lazarsfel(l's own research (1940) on the comparative effects of radio lis- tening and reading was the first serious examination of this important question. His influence on the field outlived him: In 1983 the directors of social research of the nation's three largest networks CBS, ABC, anct NBC were all former students of Lazarsfeld.

260 BIOGRAPHICAL MEMOIRS The Bureau of Applied Social Research. In 1939 the Rocke- feller Foundation radio research grant was renewed but transferred from Princeton to Columbia University, where Lazarsfeld was first appointed a lecturer and in 1940 an as- sociate professor of sociology. In 1944 the Office of Radio Research was renamed the Bureau of Applied Social Re- search. During the 1950s and 1960s, the Bureau expancled its program and grew steaclily in terms of both revenue and staff. By the mid-1970s, its annual budget was more than a million (lolIars, and it employed at any one time more than 100 people, half of them full time. In 1977, however, a year after Lazarsfeld's death, the university withdrew its support, the Bureau closed its doors, and its legacy and library were transferred to a new Center for the Social Sciences, located on the Columbia campus. The Bureau's offices were temporary and makeshift throughout its life span; it never quite became the estab- lishecI, university-based social research institute that Lazars- feld hac! first dreamecl of in Vienna. But it survived for forty years, generally amidst administrative chaos, and with con- spicuously little financial support from the university. The research ideas it fostered, the leacling social scientists who were trained there, the innovative research it sheIterect, and its distinctive organizational structure have greatly influ- encecl the institutionalization of the social sciences through- out the worId.7 Lazarsfelc! remained at Columbia from 1940 until his re- tirement in 1969; in 1962, he was appointed Quetelet Pro- fessor of Social Sciences, a chair that had been created for 7 For historical accounts of the Bureau's activities, see Barton, "Paul Lazarsfeld and the Invention of the University Institute," and Phyllis Sheridan, "The Research Bureau in a University Context: Case Study of a Marginal Institution" (doctoral dissertation, Columbia University, 1979). See also: Paul F. Lazarsfeld, "An Episode in the History of Social Research: A Memoir," Perspectives in American History, 2( 1 968): 270-337.

PAUL F. LAZARSFELD 261 him. Unwilling to give up teaching altogether after his re- tirement, he travelect almost weekly to the University of Pitts- burgh, where he servect as Distinguished Professor of Social Sciences from 1969 until his cleath. THE INTERACTION OF THEORY AND METHOD During his hfty-two years of active professional life, Laz- arsfelcI macle important contributions to four substantive areas in the social sciences: the social effects of unemploy- ment, mass communications, voting behavior, and higher eclucation. These contributions ctic! not spring from a grand clesign, but were largely the results of historical accidents and opportunities seized. By his own accounts, LazarsfelcI stuctiecI the effects of unemployment in an Austrian village in the early 1930s because the Social Democratic leacler Otto Bauer tract ricliculect his plan to stucly leisure cluring a severe eco- nomic depression. He stucliect the impact of radio in the late 1930s because he was a poor immigrant in neect of a job- anct Robert LyncI found this one for him. His stucly of the 1940 U.S. presiclential election grew out of a plannect evalu- ation of U.S. Department of Agriculture raclio programs cti- rectect at farmers: Lazarsfelct simply wanted to clo a pane! stucly. All his life he was interested in university organization, but his major stucly of higher education came about because in the early 1950s Robert M. Hutchins, the president of the Funct for the Republic, askoct him to do a stucly of how college anc! university teachers reactect to McCarthyism. Through- out his life, he insistec! that serendipity was at the core of the ,% . . ,% . process ot sc~ent~hc c discovery. Methods of Analyzing Survey Research. When Lazarsfelct stuctiect the effects of radio in 1937, he realizect that because radio listening createc! no public records, such as circulation cIata, it neeclect new methods of accounting anct stucly. He took the opinion poll-at that time usec! mainly for clescrip

. 262 BIOGRAPHICAL MEMOIRS tive purposes, to measure such features as the popularity or audience size of radio programs ant! by the multivariate analysis of responses developed ways to measure the impact of radio on attitudes. This transformation of the opinion poll into multifacetecI survey research constitutes one of Lazars- feld's major accomplishments. Several important procedures to follow in the analysis of survey data are described in "Problems of Survey Analysis" (Kenciall and Lazarsfelc! 1950), a pioneering codification of techniques for avoiding spurious causal relationships in the analysis of survey data and establishing the time sequence of variables. The Pane! Method for the Study of Change. A major finding of Lazarsfelcl's research on radio listening is the tendency of audiences to be self-selectecI; that is, to tune in to programs that are compatible with their own tastes and attitudes. Ac- cordingly, in orcler to sort out the causal sequences of such problems as the effect of listening upon attitudes versus the effect of attitudes upon patterns of listening, a method of determining the time orcler of variables was requirecl. Draw- ing on his research in Vienna with the BuhIers, in which repeated observations were macle of the same chilciren over time, as well as on the earlier research of Stuart A. Rice among Dartmouth College students and Theodore M. New- comb among Bennington College students, Lazarsfeld cle- veloped what he called the pane! method, in which a sample of respondents is reinterviewed at periodic intervals. The pane! method is a form of longituclinal research; it Is essentially a field experiment in which a "natural" rather than an experimental population is studied. Although Laz- arsfelc! cannot be said to have invented the pane! method, it was his imaginative use of it, and particularly his innovative ways of introducing control groups into the analysis of pane] data, that made him its earliest anct most effective exponent. The Study of Interpersonal Influence. Lazarsfelc! used the op .

PAUL F. LAZARSFELD 263 portunity provided by his pioneering study of the 1940 U.S. presidential election to test and extend the pane! method as a field technique. The study was published as The Peoples Choice (1944), a spare and elegant book that has become a true classic. The substantive findings of the study are as im- portant as the methodology. First, a great deal was learned about the psychological and social processes that delay, in- hibit, reinforce, activate, and change voting decisions. People subject to cross pressures, for example, delay making a de- cision longer than do others. Second, the study uncovered an influence process that Lazarsfeld called "opinion leader- ship." It was found that there is a flow of information from the mass media, initially to persons who serve as opinion lead- ers, and then to the public. This process was termed the "two- step flow of communication" (Katz and Lazarsfeld 19554. Techniques developed by Lazarsfeld for measuring in- terpersonal influence, opinion leadership, and networks of influence stimulated a wide variety of studies. His students and, in turn, their students, developed variants of the method and new fields of substantive application.8 The Analysis of Action. Throughout his long professional life, Lazarsfeld was intrigued by the problem of how to study "action" from the point of view of the actor. Much of his research, as well as the work of his students, concerned the codification of motives and conditions underlying people's behavior-a research procedure that came to be known as "reason analysis." At the heart of the procedure is the devel- opment of what is called an "accounting scheme"-a mode! of the action being studied that incorporates the dimensions of the act that guide the collection of empirical data. Many of the data in an accounting scheme are obtained by personal interviews, and in a crucial part of the interview the inter- viewer asks the questions necessary for the analyst to do what ~ Examples of the application of these techniques by Lazarsfeld's students and their students are given in Sills, "Lazarsfeld, Paul F."

264 BIOGRAPHICAL MEMOIRS Lazarsfeld called "discerning": that is, determining riot only that a person was exposed to a given influence, but that he or she acted in a certain way because of that exposure. Lazarsfelcl's initial article on reason analysis, "The Art of Asking Why" (1935), was published shortly after he arrived in the United States, and is based largely on consumer studies that he had carried out at the Forschungsstelle in Vienna. The article identifies three types of data that need to be ob- tained by asking "why" questions in studying consumer pur- chases: (~) influences that lead toward action, (2) relevant attributes of the product, and (3) motives of the purchaser. This formulation has a generality that goes far beyond con- sumer research, and has been widely used-with adaptations and extensions by Lazarsfeld, his students, and others.9 The intensity of Lazarsfelct's interest in the study of action is indicated by an important 1958 historical essay and by the attention given to it in his two methods reaclers (1955, 1972), in his autobiographical memoir ( 1 96X), and in his essay "Working With Merton" (19754. He viewer the analysis of action as a way of merging the study of individuals with the study of the aggregate effects of indiviclual actions, and thus as a way of merging psychology and sociology. The Relationship between Individual and Collective Properties. Techniques for relating the characteristics of individuals to those of collectivities were termed by Lazarsfeld "contextual analysis." They involve characterizing inclivicluals by some characteristic of the group to which they belong (the context). , ~ ~ t3 The best explication of reason analysis is in Hans Zeisel, Say It With Figures, 6th ed. (New York: Harper & Row, 1985), pp. 186-215, first published in 1947. Ex- amples of the application of reason analysis to such topics as consumer choice, changes in voting intentions, choosing or not choosing trial by jury, choosing an occupation, getting married or divorced, going to a psychiatrist, joining a voluntary association, moving from one house to another, and not practicing contraception are given in (Charles Kadushin, "Reason Analysis," in International Encyclopedia of the Social Sciences, vol. 13, ed. David L. Sills (New York: Macmillan and Free Press, 1968), pp. 338-43.

PAUL F. LAZARSFELD 265 It is then notect how individuals who are similar in other ways chider in their opinions or behavior in accordance with their group. The characteristic of the group may be an aggregate of individual characteristics (as in "climate of opinion" stucl- ies) or it may be a so-callec! "global" characteristic that de- scribes the collectivity as a whole. Lazarsfelc! first made sys- tematic use of the procedure in a 1955 study of social science faculty members in American colleges and universities (Laz- arsfeld and Thielens 19581. Mathematics in the Social Sciences. LazarsfelcI never aban- donec! his early interest and training in mathematics. He sought for many years to introduce improved mathematical methods into the social sciences with efforts such as his work in latent structure analysis and in dichotomous algebra. His own work was primarily in mathematical psychology, because he sought to mocle! processes within the individual. His im- pact on mathematical sociology was of a different kincl: he poser! problems, he raiser! questions, and he organized the efforts of others. James S. Coleman cleclicated his Introduction to Mathematical Sociology to him, and eight colleagues and for- mer students contributes! mathematically baser! articles to the ~ 979 Festschrift. in OTHER INTERESTS . The History of Empirical Social Research. As early as the Mar ienthal study, Lazarsfelc! was fascinated by the historical de velopment of research methods. At his request, Hans Zeise! wrote an appendix for the book that traces the history of what is called "sociography" primarily community studies. But he dicI little systematic work on the topic until a 1959 interdisciplinary conference led him to prepare a paper ~° See the articles by T. W. Anderson, Raymond Boudon, James S. Coleman, Leo A. Goodman, R. Duncan Luce, Anthony Oberschall, Peter H. Rossi, and Herbert A. Simon in Merton, Coleman, and Rossi, Qualitative and Quantitative Social Research.

266 BIOGRAPHICAL MEMOIRS (1961) tracing the history of quantification in sociology. In the Sorbonne and at Columbia University on the history of quantification, which became one of his major interests during the remain . 1962-63 he gave courses and led seminars at . . . . . . . der of his life.) ~ His interest in the topic made him into some- thing of a reverse missionary during the last fifteen years of his life: he attempted to convince Europeans that American style empirical social research had been strongly influenced by an earlier European empirical tradition. He was primarily responsible for or exerted] a strong influence on the es- tablishment of research institutes in OsIo and Vienna, and his visits to Paris ant! Warsaw greatly altered the nature of social research in these cities. He visited Paris frequently, where Columbia University's Reid Hall became almost his sec- oncT home. He invited a number of Europeans to spend a year at Columbia, and in this way he enriched sociology on both sides of the Atlantic. When he died, Raymond Bouclon and Jean Stoetzel, who tract worked closely with him during his stays in Paris, wrote memorial articles for the Paris press, and practically every sociological journal in Western Europe publisher! an obituary. The Utilization of Social Research. Lazarsfeld's career began with his foundling of an institute for applied social research in 1925, anct he never lost his interest in the practical appli- cations of research. When his presidency of the American Sociological Association (1962) offered him the opportunity to set the theme for the annual meeting, he chose "the uses of sociology" (Lazarsfelct, Sewell, ancT Wilensky 1967~. EAZARSFELD S C I RC LE Throughout his life, Lazarsfeld worked intensively with students and colleagues, anti a full-scale intellectual biogra- phy would of necessity trace the intertwining of his career " Examples ot publications on the history of empirical social research that were stimulated by Lazarsfeld are given in Sills, "Lazarsfeld, Paul F."

PAUL F. LAZARSFELD 267 with those of his associates, his "circle." Furthermore, his early years as an organizer of socialist youth activities estab- lishect a pattern of leaclership that he never fully abancloned: he was skilled at telling others what they shouIcT clo, and then helping them clo it. As his associate Morris Rosenberg once noted, "his most obvious impact is upon his students and, of course, on his students' students. When you read Pete Rossi, You read Paul; when YOU react Jim Coleman, you react Paul; , when you read Charlie GIock, you react Paul; and so on and on." ~2 Major Associates. Hans Zeisel, who became a professor of law and sociology at the University of Chicago, worker with Lazarsfelct in Vienna at the Forschungsstelle, with tahoda anti Lazarsfeld on the study of Marienthal, and later with Lazarsfeld at the Bureau of Applied Social Research. His Say It With Figures (1947), a textbook that is more than a textbook, a manual that is more than a manual, now translated into six languages, is a product of their long collaboration. Zeisel's essay in the 1979 Lazarsfeld Festschrift is both a record of and a sentimental tribute to their lifelong association. Robert S. Lynd, then professor of sociology at Columbia, befriended Lazarsfeld at the time of his first visit in 1933; for many years, the LazarsfelcTs went to the Lyncts' apartment on Thanksgiving Day or on Christmas Eve. Bernarc! Berelson, Frank Stanton, and Edward A. Suchman were early colIab- orators in his work on mass communications. Allen H. Bar- ton, professor of sociology at Columbia, first stucliecl with Lazarsfeld in 1947 and accompanied him to Norway in 1948 to help establish a research institute at the University of OsIo. They coauthored an important article on qualitative mea- surement (1951) and Barton was director of the Columbia Bureau from 1962 to 1977. In Paris (anc! for one year in New York), LazarsfelcT tract |2 Personal communication: 1981.

268 BIOGRAPHICAL MEMOIRS a profound influence on Raymond Bouclon; in Warsaw, where he was fascinated by the social research that was being done in the late 1950s to test the efficacy of various socialist programs, he was assisted primarily by Stefan Nowak. His collaborative relationships with his three wives were noted earlier. For years, he and the Columbia philosopher Ernest Nage! taught a successful graduate seminar on the logic of social inquiry. He hacI intense ant! complex relationships with two sociologists whose approaches to scholarly work were sharply at variance with his own: T. W. Adorno and C. Wright Mills. Both were critical of him; while critical of much of their work, he nevertheless went to great lengths to try to find common ground. More important than any of those named above in their effect on LazarsfelcI, ant! in his influence on their thinking, are two of the most eminent American soci- ologists of the twentieth century Samuel A. Stouffer and Robert K. Merton. Collaboration with Samuel A. Stouter. Lazarsfelct and Stouf- fer first met in 1936. At that meeting, they agreed to colIab- orate on a monograph concerning the American family in the depression that was a part of a Social Science Research Council inquiry into the era directed by Stouffer (Stouffer and Lazarsfelcl 19374. Thus was established what Lazarsfeld callecI "an alliance" that lasted until Stouffer's death in 1960. ITS ~ - . . .. . . . their most notable collaboration was on the wartime re- search concerning the U.S. Army that led to a four-volume series, including the two volumes entitled The American Sol- dier, published in 1949 and 1950. Lazarsfelcl also edited and wrote the introduction to a posthumously published selection of Stouffer's papers-although Stouffer hack himself selected the papers. It was Stouffer who first introduced Lazarsfelct to the fourfold contingency table a concise way of demonstrating the relationship between two dichotomous variables-by

PAUL F. LAZARSFELD 269 drawing one on a luncheon tablecloth one day in Newark in 1937. During the war years, when Lazarsfeld was a consultant to the War Department, his icleas on latent structure analysis and on the causal analysis of survey data were worked out in discussions with Stouffer. Their personal and research styles were totally different: Lazarsfeld was the somewhat flamboy- ant, cultured European, raised as a socialist; Stouffer was the homespun, modest Midwesterner, raised as (and remaining) a Republican. LazarsfelcT surrounded himself with research assistants; Stouffer was famous for running his own statistical tables on the IBM counter-sorter outside his office floor in Washington, ant] later at Harvard. Both knew how to orga- nize research workers, and both were totally absorbecT in ob- taining icleas and findings not from speculation, but the hard way, from data. Perhaps because he saw in Stouffer a more disciplined and self-effacing reflection of himself, Laz- arsfelct considerecl Stouter "the most important man of all of us . . . an outstanding mine! in our generation"; Stouffer's effect upon his thinking, although subtle, was enormous. Collaboration with Robert K. Merton. Lazarsfeld and Merton joined the Columbia faculty at the same time; in fact, their appointments were designecl to resolve an internal dispute over whether the next major appointment to the Columbia sociology faculty was to be theorist or a methodologist. With Merton and Lazarsfelcl, Columbia hoped to get both. It clid, and for decades Merton was known as the major "theory" person in the department, Lazarsfeld as the chief "methods" person. To a certain extent this is true; most graduate stu- dents studied under both but aligned themselves primarily with one or the other. Hanan SeIvin, like Patricia Kendall, one of the relatively few graduates of the department who worked closely with both Lazarsfelcl and Merton, spoke for generations of students when he said in a 1975 Festschrift for Merton that "we were satellites, not of one sun, but of two,

270 BIOGRAPHICAL MEMOIRS for Robert K. Merton and Paul F. Lazarsfelcl so dominatecI Columbia cluring these three decacles that no lesser figure of speech will do." LazarsfelcT and Merton were close friends ancT colleagues for thirty-five years. There are few examples in the history of science of two such brilliant and accomplished colleagues developing and maintaining such a strong personal and scientific relationship for such an extenclecT period. An at- tempt to explicate the relationship in brief compass is not a digression; rather, it is central to an understancling of Laz- arsfelct's accomplishments. It was primarily a professional rather than a social rela- tionship; Lazarsfelcl entitled his account of their colIabora- tion "Working with Merton" (19751. As noted below, they were coauthors and coeditors of a small number of important publications. Moreover, Merton was the anonymous colIab- orator on almost everything Lazarsfeld published. On the title page of the copy he gave Merton of a long chapter on latent structure analysis, LazarsfelcT wrote: "Bob, this is the first item in 20 years you clid not have to work on. P." Each of their six published collaborative efforts reveals something important about their relationship. They coeditec] Continuities in Social Research: Studies in the Scope and Method of "The American Soldier" (1950), a brilliant attempt to enrich social theory by reappraising the wider effects of the series of attitude surveys that Stouffer had concluctect among sol- diers during the war. Their three coauthored articles on mass communications deal with the social and cultural meanings of the radio research they hac] both carried out. In their "Friendship as Social Process" ~ ~ 954), Lazarsfelct recast a number of Merton's sociological propositions about friend- ship into formal, clecluctive mathematical terms and indi- catec! their research relevance. And in "A Professional School

PAUL F. LAZARSFELD . . . 271 for Training in Social Research" (1950), they reviewed plans for a new educational institution they hacT talkocI about for many years, but which never reached fruition. In their life at Columbia together, it was Merton whose diplomatic skills were called upon to extricate Lazarsfeld from numerous troubles with the university, his colleagues, his students, or his sponsors. It was Merton who toilet! over LazarsfelcT's drafts, applying to them the brilliant editing skills that have benefited so many of his students ant! col- leagues. And it was Merton who established and maintained the close support with the Columbia University community that Lazarsfeld more the outsider and much more the worIct traveler only achieved towarc! the enct of his tenure. The substance of their professional friendship is more difficult to specify; elaborating it would be a worthy research project in itself. Certainly Merton's interest in the sociology ant] history of science influenced Lazarsfelcl's work on the history of the empirical study of action, and on the history of methodology more generally. Lazarsfelcl's concept of "global characteristics" the characterization of groups basect on characteristics that are not clerivect from the prop- erties of individual members (population density is an ob- vious example)-influenced Merton's subsequent work in the sociology of science. Lazarsfeld hacT no opportunity to create a personal library during his first clecade in the United States; when he first saw Merton's eclectic library, he resolved to cle- velop his own, anct click. In his article in the Merton Festschrift, "Working with Mer- ton," Lazarsfelct provicled a detailed recollection of their re- lationship; in the Lazarsfeld Festschrift, Merton refers to Laz- arsfelc! as a "brother." Their students and colleagues know that these words only hint at the depth and complexity of their intellectual and personal companionship.

272 BIOGRAPHICAL MEMOIRS RECOGNITION Lazarsfeld received many acknowleclgments of his accom- plishments during his lifetime. He was president of both the American Association for Public Opinion Research (1949- 50) and the American Sociological Association (1961-62), and he was an elected member of the National Academy of Education as well as the National Academy of Sciences. He received honorary degrees from Chicago and Yeshiva uni- versities in 1966, from Columbia in 1970, from Vienna in 1971, and from the Sorbonne in 1972, the first American sociologist ever so honored. In 1955 he was the first recipient of the Julian L. Woodward Memorial Award of the American Association for Public Opinion Research, and in 1969 the Austrian Republic awarder! him its Great GoIclen Cross, largely for his help in establishing the Institute for Acivancec;t Studies in Vienna in 1963. He was a much sought-after con- sultant, speaker, and teacher. Shortly after his death, a Paul F. :Lazarsfelct Memorial Fund was establishecl in order to sponsor a series of lectures in his honor. In 1983 a large collection of his books and papers was dedicatect as the Laz- arsfeld Archives at the University of Vienna. EEGAC Y Lazarsfeld's innovations in consumer research and his ef- fect on the business and advertising communities were sub- stantial. He was a major trainer and mocle! for the generation of advertising and market researchers that matured in New York City in the decades following World War II. His work in communications research helpecl create it as a field of scholarship, and through his analyses of propaganda during World War I! ant! his influence upon the research activities of the Voice of America, he helpecl create the field of inter

PAUL F. LAZARSFELD 273 national communications research. His mode! for the insti- tutionalization of training and research in the social sciences is embodied in dozens of thriving research organizations around the world. He was one of the founders of the Center for AcIvanced Stucly in the Behavioral Sciences in Stanford, California. His use of the sample survey as a too! for causal analysis helpecI transform opinion polling into a scientific method, anct his development and use of the pane} method has enormously influenced a wicle range of evaluations of the effect of educational or social reform programs. Marginality. In spite of these achievements, Lazarsfelct felt that he was somehow an outsider in America, a marginal person, never at the center of things. Why diet he fee! this way? He thought that it was the result of his Jewishness, his foreignness, his heavy accent, and his interest in such a low- status activity as market research but these reasons are not fully convincing. He lived his life, as he once put it, like a bicycle rider, always compensating so as not to fall off. He left his marginal position at the University of Vienna for equally marginal positions at Newark, Princeton, and (at least initially) Columbia. He left mathematics because he knew that he wouIct never be in the first rank, but he never quite believect that events had transformed him into a sociologist. He approached every new research topic from a startlingly new direction, and he took pricle in the originality of studies carried out at the Columbia Bureau, in contrast to the more traditional research carries! out at other university centers such as those at Chicago and Michigan. Like an expert skier, who knows that the best snow is generally at the edge of the trail, his genius kept him carefully away from the acceptec! center of most problem areas. "But look," he wouIct say with his hand raised, and then proceed to outline a highly original plan of action.

274 BIOGRAPHICAL MEMOIRS Lazarsfeld's self-perception of marginality was allies! to his conception of his role in the social sciences: to be on the margin is also to be on the frontier. It can also be argued that his marginality contributed to the intellectual traffic between icleas and methods that made him a singularly influential fig- ure in the history of social research. In a memorial article published in Le Monde shortly after Lazarsfeld's death, Ray- moncI Boudon notec! that "his work has attained the most noble form of marginality: many of the ideas which he intro- cluced have become so familiar that hardly anyone bothers to attribute their paternity to him." The Search for Convergences. One consequence of Lazars- felcl's sense of marginality for his intellectual activity was his never-ending search for convergences between different in- tellectual traditions- convergences that couch serve to enrich both traditions. His search for convergences undoubtedly was a result of being Viennese: boIc! syntheses are character- istic intellectual products of Vienna. His collaboration with the theorist Merton is the most obvious of these conver- gences. Other convergences that he encouraged were be- tween disciplines: psychology and sociology; mathematics and sociology; anthropology and media research; and so- ciometry and survey research. He sought both a convergence and a mutual unclerstanding between the critical sociology of the Frankfort school (see especially the writings of T. W. Actorno) ant! the dominant positivistic trend in American so- ciology, as well as between Marxist sociology and mainline European-American sociology. Other convergences he sought were between the social sciences and the humanities. He user! his early studies of ra- clio to build bridges between the social sciences and such fields as literary analysis and music. He sought to relate the philosophy of science and empirical social research, historical analysis anct opinion research, and logic and concept for

PAUL F. LAZARSFELD 275 mation. While some of his critics were accusing him of mind- less quantification, he was spending time reading and talking with some of the nation's leading humanists, historians, and philosophers. Finally, he sought convergences between different re- search traditions and methods. He made connections be- tween small-group research and the use of sample surveys to study interpersonal influence (Katz and Lazarsfeld 1955) and between the use of fixed-choice questions in surveys and so-called open-ended interviewing. His work on concept for- mation (1966) and index construction (see Lazarsfeld, Pasa- nelIa, and Rosenberg 1972) is a monument to interdiscipli- nary borrowing and to making connections. With Allen Barton, he took a polemic of C. Wright Mills against the de- cline of "craftsmanship" and developed it into a scheme for studying the man-job relationship (Barton and Lazarsfeld ~ 9551. And he encouraged the foremost qualitative re- searcher of the ~ 950s David Riesman to reinterview a sample of the respondents during his study of American so- cial scientists (Lazarsfeld and Thielens 19581. A volume of interdisciplinary essays edited by Mirra Komarovsky, Com- mon Frontiers of the Social Sciences (1957), was inspired by him ~ r. and prepared under his general direction. A modern-day reonarcto cta Croci, he largely ignored the traditional spe- cialization of knowledge and sought to find new truths by . . . . bringing people and ideas together. The convergence in the social sciences that Lazarsfeld tried hardest to effect is that between quantitative and qual- itative research. In almost every field in which he worked, he tried to fuse these two productive modes of inquiry: it was the theme with which he ended his presidential address to the American Sociological Association; the journal Quality and Quantity was founded in 1967 under his direct influence; and for all these reasons the Festschrift in his memory is en

276 BIOGRAPHICAL MEMOIRS titled Qualitative ant! Quantitative Social Researches In the words of James S. Coleman, he was "one of those rare soci- ologists who shaped the direction of the discipline for the succeeding generation." i4 THE AUTHOR IS PARTICULARLY GRATEFUL for the assistance and suggestions of the following friends and associates of Paul F. Lazarsfeld: Albert E. Gollin, Patricia L. Kendall, Robert K. Mer- ton, Paul M. Neurath, and Hans Zeisel. A. '3 See Merton, Coleman, and Rossi, Qualitative and Quantitative Social Research. '4 Coleman, "Paul S. Lazarsfeld," p. 1.

PAUL F. LAZARSFELD SELECTED BIBLIOGRAPHY 277 This bibliography contains only a selection of Lazarsfeld's major schol- arly publications. Extensive bibliographies may be found in Paul M. Neu- rath, "The Writings of Paul F. Lazarsfeld: A Topical Bibliography," op. cit.; in Lazarsfeld 1982; in Merton, Coleman, and Rossi, Qualitative and Quan- titative Social Research; op. cit.; and in Sills, "Lazarsfeld, Paul F.," op. cit. 1933 With Marie Rhoda and Hans Zeisel. Die Arbeitslosen von Marienthal: Fin Soziographischer Versuch uber die Wirkungen langdauernder Arbeitslosigkeit. Leipzig: Hirzel. (English trans., Marienthal: The Sociography of an Unemployed Community. Chicago: Aldine, 1971. The 1971 edition contains a new foreword by Lazarsfeld and an afterword by Zeisel entitled "Toward a History of Sociogra- phy.") 1935 The art of asking why. Natl. Market. Rev., 1 :32-43. (Reprinted in Lazarsfeld 1972.) 1937 With Samuel A. StouEer. Research Memorandum on the Family in the Depression. New York: Social Science Research Council. (Re- printed, New York: Arno Press, 1971.) 1939 Ed. Radio research and applied psychology. J. Appl. Psychol., 23: 1- 219. 1940 Radio and the Printed Page: An Introduction to the Study of Radio and Its Role in the Communication of Ideas. New York: Duell, Sloan and Pearce. (Reprinted, New York: Arno Press, 1971.) 1941 With Frank N. Stanton, eds. Radio Research 1941. New York: Essen- tial Books. 1943 With Robert K. Merton. Studies in radio and film propaganda. Trans. N.Y. Acad. Sci., 2d. ser., 6:58-79.

278 BIOGRAPHICAL MEMOIRS 1944 The controversy over detailed interviews an offer for negotia- tion. Public Opinion Q., 8:38-60. With Bernard Berelson and Hazel Gaudet. The People's Choice: How the Voter Makes Up His Mind in a Presidential Campaign, 3d ed. New York: Columbia University Press, 1968. (Also published in German and Spanish.) With Frank N. Stanton, eds. Radio Research 1942-1943. New York: Duell, Sloan and Pearce. 1950 The obligations of the 1950 pollster to the 1984 historian. Public Opinion Q. 14:618-38. (Also in: Paul F. Lazarsfeld, Qualitative Analysis: Historical and Critical Essays, pp. 278-99. Boston: Allyn & Bacon, 1 972; Lazarsfeld 1 982.) With Patricia L. Kendall. Problems of survey analysis. In: Conti- nuities in Social Research: Studies in the Scope and Method of "The American Soldier," ed. Paul F. Lazarsfeld and Robert K. Merton, pp. 133-96. New York: Free Press. (Reprinted, New York: Arno Press, 1974.) With Robert K. Merton. A professional school for training in social research. New York: Columbia University, Mimeo. (Also in: Paul F. Lazarsfeld, Qualitative Analysis: Historical and Critical Es- says, pp. 361-91. Boston: Allyn & Bacon, 1972.) With Robert K. Merton, ed. Continuities in Social Research: Studies in the Scope and Method of "The American Soldier." New York: Free Press. (Reprinted, New York: Arno Press, 1974. 1951 With Allen H. Barton. Qualitative measurement in the social sci- ences: Classification, typologies and indices. In: The Policy Sci- ences: Recent Developments in Scope and Method, ed. Daniel Lerner and Harold D. Lasswell, pp. 155-93. Stanford, Calif.: Stanford University Press. (Reprinted in part in Lazarsfeld and Rosen- berg 1955 and in Lazarsfeld 1972.) 1954 Ed. Mathematical Thinking in the Social Sciences, New York: Free Press. (Second ea., rev., New York: Russell, 1969.)

PAUL F. LAZARSFELD 279 With Bernard Berelson and William N. McPhee. Voting: A Study of Opinion Formation in a Presidential Campaign. Chicago: University of Chicago Press. With Robert K. Merton. Friendship as social process: A substantive and methodological analysis. In: Freedom and Control in Modern Society, ed. Morroe Berger, Theodore Abel, and Charles Page, pp. 18-66. New York: Van Nostrand. (Reprinted in Lazarsfeld 1982.) 1955 With Morris Rosenberg, eds. The Language of Social Research: A Reader in the Methodology of Social Research. Glencoe, Ill.: Free Press. With Allen H. Barton. Some functions of qualitative analysis in social research. Frank. beitrage zur Soziol., 1:321-61. (Re- printed in Lazarsfeld 1982.) With Elihu Katz. Personal Influence: The Part Played by People in the Flow oiMass Communications. Glencoe, Ill.: Free Press. 1958 Historical notes on the empirical study of action: An intellectual odyssey. New York: Columbia University, Mimeo. (Also in: Qual- itative Analysis: Historical and Critical Essays, ed. Paul F. Lazars- feld, pp. 53-105. Boston: Allyn & Bacon, 1972.) With Wagner Thielens, Jr The Academic Mind: Social Scientists in a Time of Crisis. New York: Free Press. (Reprinted, New York: Arno Press, 1977.) 1959 Latent structure analysis. In: Psychology: A Study of a Science, vol. 3, Formulations of the Person and the Social Context, ed. Sigmund Koch, pp. 476-543. New York: McGraw-Hill. 1961 Notes on the history of quantification in sociology trends, sources and problems. In: Quantification: A History of the Meaning of Mea- surement in the Natural and Social Sciences, ed. Harry Woolf, pp. 147-203. Indianapolis and New York: Bobbs-Merrill. (Also in: Isis f 1961], and Lazarsfeld 1982.)

280 BIOGRAPHICAL MEM OIRS With Herbert Menzel. On the relation between individual and col- lective properties. In: Complex Organizations: A Sociological Reader, ed. Amitai Etzioni, pp. 499-516. New York: Holt, Rine- hart, and Winston. (Also in: Continuities in the Language of Social Research, ed. Paul F. Lazarsfeld, Ann K. Pasanella, and Morris Rosenberg, pp. 225-37. New York: Free Press, 1972. Reprinted in Lazarsfeld 1982.) 1962 Interviews with Paul F. Lazarsfeld. In: Oral History (a transcript of interviews on file at the office of the Oral History Project, Co- lumbia University). The sociology of empirical social research. Am. Sociol. Rev., 27: 757-67. (Reprinted in Lazarsfeld 1972b.) 1965 With Anthony Oberschall. Max Weber and empirical social re- search. Am. Sociol. Rev., 30:185-99. 1966 Concept formation and measurement in the behavioral sciences: Some historical observations. In: Concepts, Theory and Explana- tion in the Behavioral Sciences, ed. Gordon l. DiRenzo, pp. 270- 337. New York: Random House. (Rev. ea., Notes on the history of concept formation. In: Qualitative Analysis: Historical and Crit- ical Essays, pp. 5-52. Boston: Allyn & Bacon, 1972.) With Neil W. Henry, eds. Readings in Mathematical Social Science. Chicago: Science Research Associates, Inc. 1967 With William H. Sewell and Harold L. Wilensky, eds. The Uses of Sociology. New York: Basic Books. 1968 An episode in the history of social research: A memoir. Perspect. Am. Hist., 2:270-337. (Reprinted in Lazarsfeld 1972 and 1982. Also in: The Intellectual Migration: Europe and America, 1930- 1960, ed. Donald Fleming and Bernard Bailyn. Cambridge, Mass.: Harvard University Press, 1969.)

PAUL F. LAZARSFELD 281 Survey analysis: The analysis of attribute data. In: International En- cyclopedia of the Social Sciences, vol. 15, ed. David L. Sills, pp. 419- 29. New York: Macmillan and Free Press. With Neil W. Henry. Latent Structure Analysis. Boston: Houghton Mifflin. With David Landau. Quetelet, Adolphe. In: International Encyclo- pedia of the Social Sciences, vol. 13, ed. David L. Sills, pp. 247-57. New York: Macmillan and Free Press. 1970 Sociology. In: Main Trends of Research in the Social and Human Sci- ences, pp. 61-165. Paris and The Hague: Mouton/United Na- tions Educational, Scientific and Cultural Organization. (Re- printed in part in Lazarsfeld 1972.) 1972 Qualitative Analysis: Historical and Critical Essays. Boston: Allyn & Bacon. (Contains essays first published between 1935 and 1972.) With Ann K. Pasanella and Morris Rosenberg, eds. Continuities in the Language of Social Research. New York: Free Press. 1975 Working with Merton. In: The Idea of Social Structure: Papers in Honor of Robert K. Merton, ed. Lewis A. Coser, pp. 35-66. New York: Harcourt. With Jeffrey G. Reitz and Ann K. Pasanella. An Introduction to Ap- plied Sociology. New York: Elsevier. 1982 The Varied Sociology of Paul ~ Lazarsfeld, ed. Patricia L. Kendall. New York: Columbia University Press. (Introduction by James S. Coleman; "An Episode in the History of Social Research: A Memoir" ~1968~; "The Obligations of the 1950 Pollster to the 1984 Historian" ~ 1950~; "Notes on the History of Quantification in Sociology Trends, Sources, and Problems" ~ 1 96 1 i; "Prob- lems in Methodology" ~19594; "The Interpretation of Statistical Relations as a Research Operation" t19554; "On the Relation

282 BIOGRAPHICAL MEMOIRS Between Individual and Collective Properties" t1961, with Her- bert Menzel]; "Some Functions of Qualitative Analysis in Social Research" ~1955, with Allen H. Bartoni; "The Use of Panels in Social Research" t1948~; and "Friendship as Social Process: A Substantive and Methodological Analysis" ~1954, with Robert K. Merton].)

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Biographic Memoirs: Volume 56 contains the biographies of deceased members of the National Academy of Sciences and bibliographies of their published works. Each biographical essay was written by a member of the Academy familiar with the professional career of the deceased. For historical and bibliographical purposes, these volumes are worth returning to time and again.

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