Translating person-specific network models into personalized treatments: Development and demonstration of the dynamic assessment treatment algorithm for individual networks (DATA-IN)

Node centrality in weighted networks: Generalizing degree and shortest paths

Opsahl, T., Agneessens, F., & Skvoretz, J. V. (2010) · Social Networks · doi:10.1016/j.socnet.2010.03.006 · Cited by 3,734 · see citing works

A Manifesto on Psychology as Idiographic Science: Bringing the Person Back Into Scientific Psychology, This Time Forever

Molenaar, P. C. M. (2004) · Measurement: Interdisciplinary Research & Perspective · doi:10.1207/s15366359mea0204_1 · Cited by 1,943 · see citing works

Personalized Network Modeling in Psychopathology: The Importance of Contemporaneous and Temporal Connections

Epskamp, S., van Borkulo, C. D., van der Veen, D. C., Servaas, M. N., Isvoranu, A.-M., Riese, H., & Cramer, A. O. J. (2018) · Clinical Psychological Science · doi:10.1177/2167702617744325 · Cited by 448 · see citing works

Treatment selection in depression.

Cohen, Z. D., & DeRubeis, R. J. (2018) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050817-084746 · Cited by 435 · see citing works

Critical Slowing Down as a Personalized Early Warning Signal for Depression

Wichers, M., Groot, P. C., & Psychosystems, E. G. (2016) · Psychotherapy and Psychosomatics · doi:10.1159/000441458 · Cited by 399 · see citing works

Exploring the idiographic dynamics of mood and anxiety via network analysis

Fisher, A. J., Reeves, J. W., Lawyer, G., Medaglia, J. D., & Rubel, J. A. (2017) · Journal of Abnormal Psychology · doi:10.1037/abn0000311 · Cited by 385 · see citing works

Enhancing the Personalization of Psychotherapy With Dynamic Assessment and Modeling

Fisher, A. J., & Boswell, J. F. (2016) · Assessment · doi:10.1177/1073191116638735 · Cited by 205 · see citing works

Can We Jump from Cross-Sectional to Dynamic Interpretations of Networks Implications for the Network Perspective in Psychiatry

Bos, F. M., Snippe, E., de Vos, S., Hartmann, J., Simons, C. J. P., van der Krieke, L., de Jonge, P., & Wichers, M. (2017) · Psychotherapy and Psychosomatics · doi:10.1159/000453583 · Cited by 176 · see citing works

Development and initial implementation of the Dynamic Assessment Treatment Algorithm (DATA)

Fernandez, K. C., Fisher, A. J., & Chi, C. (2017) · PLOS ONE · doi:10.1371/journal.pone.0178806 · Cited by 68 · see citing works

The promise of machine learning in predicting treatment outcomes in psychiatry

Chekroud, A. M., Bondar, J., Delgadillo, J., Doherty, G., Wasil, A., Fokkema, M., Cohen, Z., Belgrave, D., DeRubeis, R., Iniesta, R., et al. (2021) · World Psychiatry · doi:10.1002/wps.20882 · Cited by 531 · see citing works

Psychopathological networks: Theory, methods and practice

Bringmann, L. F., Albers, C. J., Bockting, C., Borsboom, D., Ceulemans, E., Cramer, A. O. J., Epskamp, S., Eronen, M. I., Hamaker, E. L., Kuppens, P., et al. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.104011 · Cited by 297 · see citing works

Personalized Models of Psychopathology

Wright, A. G. C., & Woods, W. C. (2020) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-102419-125032 · Cited by 281 · see citing works

Towards integrating personalized feedback research into clinical practice: Development of the Trier Treatment Navigator (TTN)

Lutz, W., Rubel, J. A., Schwartz, B., Schilling, V., & Deisenhofer, A.-K. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.103438 · Cited by 196 · see citing works

Open trial of a personalized modular treatment for mood and anxiety

Fisher, A. J., Bosley, H. G., Fernandez, K. C., Reeves, J. W., Soyster, P. D., Diamond, A. E., & Barkin, J. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.01.010 · Cited by 156 · see citing works

A review of approaches and models in psychopathology conceptualization research

Eaton, N. R., Bringmann, L. F., Elmer, T., Fried, E. I., Forbes, M. K., Greene, A. L., Krueger, R. F., Kotov, R., McGorry, P. D., Mei, C., et al. (2023) · Nature Reviews Psychology · doi:10.1038/s44159-023-00218-4 · Cited by 153 · see citing works

Personalized machine learning of depressed mood using wearables

Shah, R. V., Grennan, G., Zafar-Khan, M., Alim, F., Dey, S., Ramanathan, D., & Mishra, J. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01445-0 · Cited by 123 · see citing works

Using network analysis for the prediction of treatment dropout in patients with mood and anxiety disorders: A methodological proof-of-concept study

Lutz, W., Schwartz, B., Hofmann, S., Fisher, A., Husen, K., & Rubel, J. (2018) · Scientific Reports · doi:10.1038/s41598-018-25953-0 · Cited by 124 · see citing works

Measurement-Based and Data-Informed Psychological Therapy

Lutz, W., Schwartz, B., & Delgadillo, J. (2021) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-071720-014821 · Cited by 129 · see citing works

A demonstration of a multi-method variable selection approach for treatment selection: Recommending cognitive–behavioral versus psychodynamic therapy for mild to moderate adult depression

Cohen, Z. D., Kim, T. T., Van, H. L., Dekker, J., & Driessen, E. (2019) · Psychotherapy Research · doi:10.1080/10503307.2018.1563312 · Cited by 122 · see citing works

Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward

Deisenhofer, A., Barkham, M., Beierl, E. T., Schwartz, B., Doorn, K. A., Beevers, C. G., Berwian, I. M., Blackwell, S. E., Bockting, C., Brakemeier, E., et al. (2023) · Behaviour Research and Therapy · doi:10.1016/j.brat.2023.104443 · Cited by 115 · see citing works

The Complex Interplay of Pain, Depression, and Anxiety Symptoms in Patients With Chronic Pain

Penedo, J. M. G., Rubel, J. A., Blättler, L., Schmidt, S. J., Stewart, J., Egloff, N., & Holtforth, M. G. (2019) · Clinical Journal of Pain · doi:10.1097/ajp.0000000000000797 · Cited by 100 · see citing works

A process-based approach to cognitive behavioral therapy: A theory-based case illustration

Ong, C. W., Hayes, S. C., & Hofmann, S. G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1002849 · Cited by 91 · see citing works

Early warning signals and critical transitions in psychopathology: challenges and recommendations

Helmich, M. A., Olthof, M., Oldehinkel, A. J., Wichers, M., Bringmann, L. F., & Smit, A. C. (2021) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2021.02.008 · Cited by 80 · see citing works

Possible Futures for Network Psychometrics

Borsboom, D. (2022) · Psychometrika · doi:10.1007/s11336-022-09851-z · Cited by 86 · see citing works

The Complex Interplay of Pain, Depression, and Anxiety Symptoms in Patients with Chronic Pain

Gomez Penedo, J. M., Rubel, J. A., Blättler, L. T., Schmidt, S. J., Stewart, J. A., Egloff, N., & Holtforth, M. G. (2020) · Bern Open Repository and Information System (University of Bern) · doi:10.7892/boris.138276 · Cited by 75 · see citing works

Time to Intervene: A Continuous-Time Approach to Network Analysis and Centrality

Ryan, O., & Hamaker, E. L. (2021) · Psychometrika · doi:10.1007/s11336-021-09767-0 · Cited by 71 · see citing works

A network approach can improve eating disorder conceptualization and treatment

Levinson, C. A., Cusack, C. E., Brown, M. L., & Smith, A. R. (2022) · Nature Reviews Psychology · doi:10.1038/s44159-022-00062-y · Cited by 73 · see citing works

Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway

von Klipstein, L., Riese, H., van der Veen, D. C., Servaas, M. N., & Schoevers, R. A. (2020) · BMC Medicine · doi:10.1186/s12916-020-01818-0 · Cited by 63 · see citing works

Personalized Medicine and Cognitive Behavioral Therapies for Depression: Small Effects, Big Problems, and Bigger Data

Lorenzo‐Luaces, L., Peipert, A., Jesús-Romero, R. D., Rutter, L. A., & Rodríguez‐Quintana, N. (2020) · International Journal of Cognitive Therapy · doi:10.1007/s41811-020-00094-3 · Cited by 62 · see citing works

A Web-Based Application for Personalized Ecological Momentary Assessment in Psychiatric Care: User-Centered Development of the PETRA Application

Bos, F. M., von Klipstein, L., Emerencia, A. C., Veermans, E., Verhage, T., Snippe, E., Doornbos, B., Hadders-Prins, G., Wichers, M., & Riese, H. (2022) · JMIR Mental Health · doi:10.2196/36430 · Cited by 62 · see citing works

Measuring the active elements of cognitive-behavioral therapies

Cohen, Z. D., Barnes-Horowitz, N. M., Forbes, C. N., & Craske, M. G. (2023) · Behaviour Research and Therapy · doi:10.1016/j.brat.2023.104364 · Cited by 58 · see citing works

The network structure of core depressive symptom-domains in major depressive disorder following antidepressant treatment: a randomized clinical trial

Berlim, M. T., Richard‐Devantoy, S., dos Santos, N. R., & Turecki, G. (2020) · Psychological Medicine · doi:10.1017/s0033291720001002 · Cited by 55 · see citing works

Routine Outcome Monitoring and Clinical Feedback in Psychotherapy: Recent Advances and Future Directions

McAleavey, A. A., de Jong, K., Nissen‐Lie, H. A., Boswell, J. F., Moltu, C., & Lutz, W. (2024) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-024-01351-9 · Cited by 50 · see citing works

Perceived Causal Problem Networks: Reliability, Central Problems, and Clinical Utility for Depression

Klintwall, L., Bellander, M., & Cervin, M. (2021) · Assessment · doi:10.1177/10731911211039281 · Cited by 48 · see citing works

Latent variable GIMME using model implied instrumental variables (MIIVs).

Gates, K. M., Fisher, Z. F., & Bollen, K. A. (2019) · Psychological Methods · doi:10.1037/met0000229 · Cited by 46 · see citing works

Identifying the presence and timing of discrete mood states prior to therapy

Fisher, A. J., & Bosley, H. G. (2020) · Behaviour Research and Therapy · doi:10.1016/j.brat.2020.103596 · Cited by 44 · see citing works

Integrating theory-based and data-driven methods to case conceptualization: A functional analysis approach with ecological momentary assessment

Scholten, S., Lischetzke, T., & Glombiewski, J. A. (2021) · Psychotherapy Research · doi:10.1080/10503307.2021.1916639 · Cited by 44 · see citing works

Process-based functional analysis can help behavioral science step up to novel challenges: COVID - 19 as an example

Hayes, S. C., Hofmann, S. G., & Stanton, C. E. (2020) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2020.08.009 · Cited by 39 · see citing works

Guest Editors’ Introduction to The Special Issue “Network Psychometrics in Action”: Methodological Innovations Inspired by Empirical Problems

Marsman, M., & Rhemtulla, M. (2022) · Psychometrika · doi:10.1007/s11336-022-09861-x · Cited by 39 · see citing works

An Examination of Idiographic Networks of Posttraumatic Stress Disorder Symptoms

Reeves, J. W., & Fisher, A. J. (2020) · Journal of Traumatic Stress · doi:10.1002/jts.22491 · Cited by 37 · see citing works

Idiographic network analysis of discrete mood states prior to treatment

Howe, E. S., Bosley, H. G., & Fisher, A. J. (2020) · Counselling and Psychotherapy Research · doi:10.1002/capr.12295 · Cited by 31 · see citing works

Network analyses reveal which symptoms improve (or not) following an Internet intervention (Deprexis) for depression

Mullarkey, M. C., Stein, A. T., Pearson, R., & Beevers, C. G. (2019) · Depression and Anxiety · doi:10.1002/da.22972 · Cited by 31 · see citing works

Ecological Momentary Assessment in psychotherapy research: A systematic review

Mink, F., Lutz, W., & Hehlmann, M. I. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102565 · Cited by 31 · see citing works

Co-occurring depression and obsessive-compulsive disorder: A dimensional network approach

Hellberg, S. N., Abramowitz, J. S., Ojalehto, H. J., Butcher, M. W., Buchholz, J. L., & Riemann, B. C. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.101 · Cited by 22 · see citing works

An Initial Study of Practicing Psychologists’ Views of the Utility of Ecological Momentary Assessment for Difficult Psychotherapy Cases

Ellison, W. D. (2020) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-020-01093-4 · Cited by 19 · see citing works

Time-Varying Network Models for the Temporal Dynamics of Depressive Symptomatology in Patients With Depressive Disorders: Secondary Analysis of Longitudinal Observational Data

Siepe, B. S., Sander, C., Schultze, M., Kliem, A., Ludwig, S., Hegerl, U., & Reich, H. (2024) · JMIR Mental Health · doi:10.2196/50136 · Cited by 19 · see citing works

A systematic review of studies using network analysis to assess dynamics of psychotic-like experiences in community samples

Misiak, B., Pytel, A., & Stańczykiewicz, B. (2025) · Psychological Medicine · doi:10.1017/s0033291725000261 · Cited by 18 · see citing works

Negative Emotion Differentiation Predicts Psychotherapy Outcome: Preliminary Findings

Lazarus, G., & Fisher, A. J. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.689407 · Cited by 18 · see citing works

Precision Mental Health and Data-Informed Decision Support in Psychological Therapy: An Example

Lutz, W., Schaffrath, J., Eberhardt, S. T., Hehlmann, M. I., Schwartz, B., Deisenhofer, A., Vehlen, A., Schürmann, S., Uhl, J., & Danilo Moggia, N. (2023) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-023-01330-6 · Cited by 17 · see citing works

Predicting the outcome of psychotherapy for chronic depression by person‐specific symptom networks

Schumacher, L., Klein, J. P., Hautzinger, M., Härter, M. C., Schramm, E., & Kriston, L. (2024) · World Psychiatry · doi:10.1002/wps.21241 · Cited by 17 · see citing works

Defining and operationalizing personalized psychological treatment – a systematic literature review

Harnas, S. J., Knoop, H., Sprangers, M., & Braamse, A. (2024) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2024.2333345 · Cited by 17 · see citing works

Personalizing Suicidology

Sewall, C. J. R., & Wright, A. G. C. (2021) · Crisis · doi:10.1027/0227-5910/a000834 · Cited by 18 · see citing works

A clinical PREMISE for personalized models: Towards a formal integration of case formulations and statistical networksPreprint

Burger, J., Epskamp, S., van der Veen, D. C., Dablander, F., Schoevers, R. A., Fried, E. I., & Riese, H. (2021) · doi:10.31234/osf.io/bdrs7 · Cited by 15 · see citing works

To Use or Not to Use: Exploring Therapists’ Experiences with Pre-Treatment EMA-Based Personalized Feedback in the TheraNet Project

Hall, M., Lappenbusch, L. M., Wiegmann, E., & Rubel, J. A. (2024) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-023-01333-3 · Cited by 14 · see citing works

What time-varying network models based on functional analysis tell us about the course of a patient's problem

Scholten, S., Rubel, J. A., Glombiewski, J. A., & Milde, C. (2024) · Psychotherapy Research · doi:10.1080/10503307.2024.2328304 · Cited by 15 · see citing works

Network analyses of ecological momentary emotion and avoidance assessments before and after cognitive behavioral therapy for anxiety disorders

Meine, L. E., Müller-Bardorff, M., Recher, D., Paersch, C., Schulz, A., Spiller, T. R., Galatzer‐Levy, I. R., Kowatsch, T., Fisher, A. J., & Kleim, B. (2024) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2024.102914 · Cited by 11 · see citing works

Praxisorientierte Forschung in der Psychotherapie

Herzog, P., Kaiser, T., & Brakemeier, E. (2022) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/1616-3443/a000665 · Cited by 10 · see citing works

Bipolar vs. unipolar scaling in dynamic network analyses of Ecological Momentary Assessment data

Nemani, A., Hufschmidt, B., Kohl, V., Sendig, L., Ebert, M., Bonarius, D., Hofmann, S. G., & Stangier, U. (2025) · PLoS ONE · doi:10.1371/journal.pone.0314102 · Cited by 7 · see citing works

A Network Approach to Depressive Disorders

Quinton, T. S., & Stain, H. J. (2019) · Journal of Rational-Emotive & Cognitive-Behavior Therapy · doi:10.1007/s10942-019-00320-8 · Cited by 7 · see citing works

How Perceived Causal Networks (PECAN) can complement case conceptualization, diagnostic classification and data-based networks: An introduction to a method for constructing personalized networksPreprint

Vogel, F., Blanken, T. F., Burger, J., Reichert, J., Scholten, S., & Klintwall, L. (2024) · doi:10.31234/osf.io/7wfte · Cited by 7 · see citing works

Possible Futures for the Psychological Network Approach: Agenda for Clinical Scientists

Kashihara, J., Sugawara, D., Kunisato, Y., Takebayashi, Y., Nakajima, S., & Ito, M. (2024) · Japanese Psychological Research · doi:10.1111/jpr.12538 · Cited by 7 · see citing works

Beyond one-size-fits-all suicide prediction: Studying idiographic associations of risk factors for suicide in a psychiatric sample using ecological momentary assessment

Kraiss, J. T., Glaesmer, H., Forkmann, T., Spangenberg, L., Hallensleben, N., Schreiber, D., & Höller, I. (2024) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2024.07.050 · Cited by 6 · see citing works

Using Personalized Assessment and Network Model Feedback in Psychotherapy: Proof of Principle for the TheraNet ProjectPreprint

Hall, M., Wagner, A. A., Scherner, P. V., Michael, K. L., Lawyer, G., Lutz, W., & Rubel, J. A. (2022) · doi:10.31234/osf.io/8deyj · Cited by 6 · see citing works

Increasing Completion of Daily Patient-Reported Outcomes in Psychotherapies for Late-Life Depression through User-Centered Design

Carter, E., Benda, N. C., Kim, S., Qiu, Y., Yu, Z., Gunning, F. M., Kiosses, D. N., Sirey, J. A., Alexopoulos, G. S., & Banerjee, S. (2024) · Applied Clinical Informatics · doi:10.1055/s-0044-1790545 · Cited by 6 · see citing works

Feedback-Informed Psychological Therapy in Practice: The Trier Treatment Navigator (TTN)

Lutz, W., Danilo Moggia, N., Bommer, J., Schaffrath, J., Deisenhofer, A., Eberhardt, S. T., Vehlen, A., Schwartz, B., & Rubel, J. A. (2025) · CBT: science into practice · doi:10.1007/978-3-031-90428-8_2 · Cited by 5 · see citing works

Identifying Person-Specific Drivers of Depression in Adolescents: Protocol for a Smartphone-Based Ecological Momentary Assessment and Passive Sensing Study

Ng, M. Y., Frederick, J., Fisher, A. J., Allen, N. B., Pettit, J. W., & McMakin, D. L. (2024) · JMIR Research Protocols · doi:10.2196/43931 · Cited by 5 · see citing works

Return to Baseline After an Interpretation Training as a Dynamic Predictor for Treatment Response in Social Anxiety Disorder

Mobach, L., van Loenen, R., Dam, E. A., Borsboom, D., Wiers, R. W. H. J., & Salemink, E. (2023) · Cognitive Therapy and Research · doi:10.1007/s10608-022-10346-5 · Cited by 5 · see citing works

If You Give a Therapist a Network: A Qualitative Analysis of Therapists' Reactions to Their Patients' EMA‐Based Network Models

Hall, M., Wagner, A. A., Scherner, P. V., & Rubel, J. A. (2024) · Clinical Psychology & Psychotherapy · doi:10.1002/cpp.70013 · Cited by 5 · see citing works

Using network models in person-centered care in psychiatry: How perspectivism could help to draw boundaries

de Boer, N. S., Kostić, D., Adelman, M. R., de Bruin, L., & Glas, G. G. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.925187 · Cited by 6 · see citing works

Emotion dynamics of clients with test anxiety before and after an imagery-based treatment

Uhl, J., Eberhardt, S. T., Schwartz, B., Rafaeli, E., & Lutz, W. (2023) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2023.101909 · Cited by 5 · see citing works

Prozessbasierter Ansatz in der Psychotherapie

Stangier, U., Strauss, B. M., Rief, W., & Hofmann, S. G. (2023) · Die Psychotherapie · doi:10.1007/s00278-023-00690-6 · Cited by 5 · see citing works

Perspektiven einer evidenzbasierten und personalisierten Psychotherapie

Lutz, W., Clausen, S. A., & Deisenhofer, A. (2019) · Zeitschrift für Klinische Psychologie und Psychotherapie · doi:10.1026/1616-3443/a000518 · Cited by 5 · see citing works

Temporal dynamics of depressive symptomatology: An idiographic time series analysis applying network models to patients with depressive disordersPreprint

Siepe, B. S., Sander, C., Schultze, M., Kliem, A., Ludwig, S., Hegerl, U., & Reich, H. (2022) · doi:10.31234/osf.io/hnw69 · Cited by 5 · see citing works

Conceptualizing Student Problem Dynamics Using Idiographic and Data-Driven Networks: A Feasibility Trial

Stenzel, K. L., Kirchner, L., Wilhelm, M., Rief, W., & Berg, M. (2025) · Cognitive Therapy and Research · doi:10.1007/s10608-025-10687-x · Cited by 4 · see citing works

Effectiveness of network analysis–driven personalized digital interventions versus standard intervention for depression: a proof-of-concept pilot randomized controlled trial

Qu, D., Che, L., Chen, P., Zhu, A., Cai, T., Wu, Z., Li, W., Lin, J. A., Liu, B., Zhang, Q., et al. (2026) · Molecular Psychiatry · doi:10.1038/s41380-026-03467-w · Cited by 4 · see citing works

How to personalise cognitive–behavioural therapy for chronic primary pain using network analysis: study protocol for a single-case experimental design with multiple baselines

Hofmann, V. E., Glombiewski, J. A., Kininger, F., & Scholten, S. (2024) · BMJ Open · doi:10.1136/bmjopen-2024-089319 · Cited by 5 · see citing works

Praxisorientierte Psychotherapieforschung

Iovoli, F., & Rubel, J. A. (2023) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/a-2034-4896 · Cited by 4 · see citing works

Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders

Schmidt, F., Hammerfald, K., Jahren, H. H., Solbakken, O. A., Payberah, A. H., & Vlassov, V. (2023) · IEEE International Conference on Digital Health (ICDH) · doi:10.1109/icdh60066.2023.00030 · Cited by 4 · see citing works

An Adaptation of Perceived Causal Networks for Children and Adolescents (PECAN-CA): An Evaluation of its Reliability and Feasibility

Vogel, F., Fromm, C., Reichert, J., Schwenck, C., & Rupp, S. (2025) · Child Psychiatry & Human Development · doi:10.1007/s10578-025-01900-9 · Cited by 3 · see citing works

Using smartphone surveys to personalize interventions: development and piloting of the Bayesian Statistical Individualization Algorithm (BaSICA)

Kaiser, T., & Roth, M. (2022) · F1000Research · doi:10.12688/f1000research.123136.1 · Cited by 3 · see citing works

Latent Variable GIMME Using Model Implied Instrumental Variables (MIIVs)Preprint

Gates, K. M., Bollen, K. A., & Fisher, Z. F. (2019) · doi:10.31234/osf.io/kuedz · Cited by 3 · see citing works

Robustness, Generalizability, and Heterogeneity of Dynamic Networks of Psychopathology

Martínez, A. J., Waldorp, L., Lemmens, L. H. J. M., Fried, E. I., & Roefs, A. (2026) · Cognitive Therapy and Research · doi:10.1007/s10608-025-10708-9 · Cited by 2 · see citing works

Adaptive and maladaptive networks using ecological momentary assessment

Hufschmidt, B., Ebert, M., Nemani, A., Kohl, V., Pahlen, L., Müller, S., Hofmann, S. G., & Stangier, U. (2026) · Clinical Psychology in Europe · doi:10.32872/cpe.17891 · Cited by 2 · see citing works

Chancen von E-Mental-Health und eProzessdiagnostik in der ambulanten Psychotherapie: Der Trierer Therapie Navigator

Lutz, W., Clausen, S. A., Bennemann, B., Zimmermann, D., Prinz, J. N., Rubel, J. A., & Deisenhofer, A. (2019) · Verhaltenstherapie · doi:10.1159/000501026 · Cited by 2 · see citing works

Network Control Theory in Personalized Intervention Selection: A Proof-of-Concept Approach to Simulating Therapeutic Intervention Effects in Clinical Time-Series Data

Pahlen, L., Fechtelpeter, J., Hufschmidt, B., Kohl, V., Ebert, M., Fiehn, H., Nemani, A., Hofmann, S. G., & Stangier, U. (2026) · Psychotherapy Research · doi:10.1080/10503307.2026.2666624 · Cited by 1 · see citing works

From fragmentation to transtheoretical models of psychological therapy

Lutz, W., Eberhardt, S. T., Mink, F., & Rief, W. (2026) · Clinical Psychology Review · doi:10.1016/j.cpr.2026.102776 · Cited by 1 · see citing works

Mehr Mut zur Psychotherapieforschung in der Praxis: Auf dem Weg zu einer evidenzbasierten Personalisierung

Clausen, S. A., & Lutz, W. (2019) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/a-0752-0914 · Cited by 1 · see citing works

What’s in a mood?

Helmich, M. A. (2022) · doi:10.33612/diss.200101721 · Cited by 1 · see citing works

Editors’ introduction to the special issue “Network psychometrics in action”: Methodological innovations inspired by empirical problems.Preprint

Marsman, M., & Rhemtulla, M. (2022) · doi:10.31234/osf.io/vusdn · Cited by 1 · see citing works

Methods of Clinical Psychology

Rubel, J. A., Hall, M., & Lutz, W. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-818697-8.00076-5

An examination of idiographic networks of posttraumatic stress disorder symptomsPreprint

Reeves, J. W., & Fisher, A. J. (2019) · doi:10.31234/osf.io/aqkvb

Review Essay: Limits of the Numerical and the Personalized Measurement Trend in Mental Health Care

de Boer, N. S., & Runhardt, R. W. (2024) · Philosophy of the Social Sciences · doi:10.1177/00483931241255255

Breaking the Chain: A Computational Approach to Identify Optimal Treatment Strategies for Rumination

Hoorelbeke, K., Henry, T. R., Tamm, G., & Koster, E. H. W. (2026) · Behavior Therapy · doi:10.1016/j.beth.2026.05.002 · Cited by 1 · see citing works

Practice-Based Evidence and Data-Informed Psychological Therapy

Lutz, W., Hehlmann, M. I., Deisenhofer, A., Danilo Moggia, N., Schaffrath, J., Vehlen, A., Eberhardt, S. T., & Schwartz, B. (2026) · doi:10.1093/9780197748336.003.0003

Day-to-day variation in perceived causal networks: a feasibility study in two psychiatric settingsPreprint

Reichert, J., Blanken, T. F., Anderbro, T., Tangen, Ä., Fjällström, R., Lychou, K., Almelöv, G., Jayaram‐Lindström, N., Burger, J., & Klintwall, L. (2026) · Research Square · doi:10.21203/rs.3.rs-9504631/v1

Development and initial implementation of the Dynamic Assessment Treatment Algorithm (DATA)

Fernandez, K. C., Fisher, A. J., & Chi, C. (2017) · PLOS ONE · doi:10.1371/journal.pone.0178806 · Cited by 68 · see citing works

Tutorial on Idiographic Network-Informed Psychotherapy: Developing the First-Generation of “Evidence-Based Personalized Treatment”Preprint

Hernandez, J. C. (2026) · OSF Preprints (OSF Preprints)

Algorithm-based Treatment Planning in Psychotherapy

Kaiser, T. (2017) · doi:10.13140/rg.2.2.27551.05281

Using smartphone surveys to personalize interventions: development and piloting of the Bayesian Statistical Individualization Algorithm (BaSICA)

Kaiser, T., & Roth, M. (2022) · F1000Research · doi:10.12688/f1000research.123136.1 · Cited by 3 · see citing works

Uptake of internet-based therapy for depression: the role of the therapist

Mol, M. (2020) · Data Archiving and Networked Services (DANS) · Cited by 9 · see citing works