text stringlengths 19 512 | source_url stringclasses 42
values | source_title stringclasses 42
values | source_domain stringclasses 29
values | license_type stringclasses 2
values | attribution_required bool 1
class | attribution_text stringclasses 1
value | license_url stringclasses 1
value | relevance_score float64 0.1 1 | quality_score float64 0.54 0.9 | topics stringlengths 2 81 | character_count int64 19 512 | subject_name stringclasses 1
value | subject_type stringclasses 1
value | extraction_date stringdate 2026-03-21 18:11:37 2026-03-21 18:11:41 | embedding listlengths 384 384 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
How do I improve my conflict management skills as a leader? Written by: Shelby Campbell , Edited by: Rebecca Munday Published: April 22, 2025 Create an account You hired your team for their passion and varying perspectives. But when they're passionate about conflicting ideas, it can cause conflict, distract from their ... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.904 | 0.846 | ["management", "war_conflict", "leadership", "networking", "interview"] | 481 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.232821 | [
0.027581514790654182,
0.013896690681576729,
0.037009451538324356,
0.026188012212514877,
-0.031707197427749634,
-0.009585259482264519,
0.009931338019669056,
0.008083715103566647,
0.0638047531247139,
0.019200129434466362,
-0.07617293298244476,
0.04743397608399391,
0.031019628047943115,
0.040... | ||
velop solutions that accomplish everyone's goals? Learn how to improve your communication skills and implement conflict management techniques to help your team overcome stagnation caused by conflict. Find strategies in this guide and take a course on edX to find out how leaders can resolve workplace conflict. How does ... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.993 | 0.846 | ["war_conflict", "management", "leadership", "communication", "innovation"] | 465 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.232996 | [
-0.0032577950041741133,
0.04473954439163208,
0.05725712701678276,
-0.0656626746058464,
0.040112655609846115,
-0.002764869946986437,
-0.012336375191807747,
0.03163889795541763,
-0.013580101542174816,
-0.046909965574741364,
-0.046858757734298706,
0.004923775792121887,
-0.008019717410206795,
... | ||
't always negative — it can even spur innovation. But when conflict doesn't naturally resolve, your team may experience distractions and stagnation. Managers should work to mitigate personal disputes in the workplace before they become overwhelming and distracting. Despite the complex emotions that may surface during c... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.689 | 0.826 | ["communication", "management", "war_conflict", "innovation"] | 447 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233092 | [
0.03859531134366989,
0.0498100146651268,
0.060354478657245636,
-0.007868072018027306,
0.015213342383503914,
-0.056031279265880585,
0.007587906904518604,
0.004543425049632788,
0.1389017552137375,
-0.021641597151756287,
0.009161756373941898,
0.019671060144901276,
0.005387109238654375,
0.0423... | ||
the same way, which can cause misunderstandings. For example, you may notice miscommunication between employees who use different slang or cultural references. Personalities: Team members may approach work differently. For example, one person may prioritize being detail-oriented, while another follows a big-picture str... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.922 | 0.816 | ["management", "communication", "strategy", "war_conflict"] | 421 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233173 | [
0.046801913529634476,
0.017927922308444977,
-0.03068334050476551,
-0.046044956892728806,
-0.016930369660258293,
-0.05023481696844101,
0.01792781986296177,
0.010220865719020367,
0.1349024623632431,
-0.0947331115603447,
0.018810350447893143,
-0.02450338564813137,
-0.0005317165632732213,
0.01... | ||
he difference in perspective may create conflict. Expectations: Your team may have mismatched ideas about the time and effort required to complete a task. One employee may believe they only need to spend a few hours on a deck to get their point across, while their teammate wants to design a specialized template that wo... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.691 | 0.852 | ["management", "crisis", "war_conflict"] | 453 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233255 | [
0.024472380056977272,
0.09721556305885315,
-0.029191402718424797,
-0.08725827187299728,
0.08198542892932892,
-0.06299817562103271,
-0.014761753380298615,
0.025916848331689835,
0.09864156693220139,
-0.03720375522971153,
-0.03896477073431015,
0.01670612394809723,
-0.052405547350645065,
0.051... | ||
other, making it more difficult to achieve goals. For instance, when an organization switches software, it may assist one team, but another may have trouble accessing essential specialized features for their role, causing conflict. Biases: Unaddressed biases are often unconscious, and acknowledging them can be uncomfor... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.7 | 0.856 | ["war_conflict", "communication", "management", "crisis", "philosophy"] | 511 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233332 | [
0.011251367628574371,
0.02433736063539982,
-0.008361835032701492,
0.009042128920555115,
0.126548171043396,
-0.01532486267387867,
0.04134033992886543,
-0.021115390583872795,
0.05923900008201599,
-0.011196913197636604,
0.0008743148064240813,
-0.008100917562842369,
0.03151867538690567,
-0.010... | ||
y have had a bad experience with them in a former role. Still, they should negate their bias to establish a friendly relationship with that integral team. How do leaders manage conflict By taking actionable steps to manage conflict, leaders can reduce stagnation and help their teams feel safe sharing their feelings at ... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.696 | 0.852 | ["war_conflict", "leadership", "management", "networking", "philosophy"] | 480 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233374 | [
-0.01054302416741848,
0.011731332167983055,
0.006794106215238571,
-0.024616912007331848,
0.022802269086241722,
0.019533632323145866,
0.05201052129268646,
-0.06334099918603897,
0.007406598422676325,
-0.020399080589413643,
-0.06382746994495392,
0.03462531417608261,
-0.030250800773501396,
0.0... | ||
de of experience in workplace conflict mediation. She says active listening is a great skill to practice when developing conflict management skills. “The manager should listen nonjudgmentally and carefully to everything that they are being told and be able to, in a neutral way, reflect back to the other person what was... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.895 | 0.868 | ["management", "war_conflict", "decision_making"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233419 | [
-0.008763832971453667,
-0.024520957842469215,
-0.03219633176922798,
-0.018565738573670387,
-0.021508151665329933,
0.015471749007701874,
0.11830562353134155,
-0.024507176131010056,
-0.022194920107722282,
-0.06850767880678177,
-0.022070640698075294,
0.061725497245788574,
-0.010567932389676571,... | ||
o build a foundation of trust." Adler also emphasizes the importance of open-ended questions, which can help you determine the cause of the conflict and how the person truly feels about it. Examples of open-ended questions include: What happened? How did the problem first arise? How did that make you feel? What would y... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.7 | 0.862 | ["war_conflict", "leadership", "negotiation", "philosophy"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233458 | [
0.03344280272722244,
0.039170313626527786,
-0.024686452001333237,
-0.0016564782708883286,
0.04366067424416542,
0.03387219458818436,
0.04682357236742973,
0.050505246967077255,
-0.004429962486028671,
-0.041014134883880615,
-0.03339606150984764,
0.07474231719970703,
-0.12519332766532898,
-0.0... | ||
ss Review writer Amy Gallo recommends leaders prioritize a reasonable compromise that achieves as much of both parties' goals as possible. In doing so, leaders can Maintain relationships Avoid biased outcomes Encourage further collaboration Establish a conflict management strategy While conflict sometimes breeds innova... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.686 | 0.82 | ["leadership", "networking", "war_conflict", "communication", "strategy"] | 429 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233495 | [
-0.03751884400844574,
0.06580324470996857,
-0.02668474242091179,
0.014786339364945889,
-0.03325510025024414,
0.08270315080881119,
-0.016493897885084152,
-0.07064466178417206,
0.0766674280166626,
0.030175859108567238,
-0.03781367093324661,
0.09589505195617676,
0.007398420013487339,
0.052979... | ||
the disputing parties cannot reach a resolution. By establishing a conflict management strategy, different types of leaders can help workers resolve potential problems efficiently without damaging relationships or disrupting work. Adler says that when workers don't have a go-to guide for conflict resolution, it can lea... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.908 | 0.834 | ["war_conflict", "leadership", "communication", "strategy", "management"] | 467 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233531 | [
-0.03416694700717926,
0.05220319330692291,
0.05011695623397827,
-0.018236972391605377,
-0.03539237752556801,
0.022216660901904106,
0.0021024488378316164,
-0.03703718259930611,
-0.015309872105717659,
-0.009028816595673561,
-0.051706764847040176,
0.10215350985527039,
-0.06242295354604721,
0.... | ||
just for conflict resolution issues," Adler said. “I see often in companies [that their conflict policies] are very haphazard…and that causes some conflict in and of itself." She recommends having a specific person who can handle conflict. Whether this is an HR professional or a manager with conflict resolution trainin... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.988 | 0.834 | ["war_conflict", "management", "career"] | 442 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233565 | [
-0.009688463062047958,
0.05199292302131653,
0.010514330118894577,
-0.018570195883512497,
-0.03417855501174927,
0.012190255336463451,
0.03549383208155632,
-0.03557901456952095,
0.024125171825289726,
-0.030718419700860977,
-0.045874182134866714,
0.10710546374320984,
-0.0804075375199318,
0.04... | ||
or communicating and negotiating with colleagues. This path can help them navigate and resolve the dispute before real stagnation begins. How to prevent team conflict Leaders and managers can also preemptively deter conflict by noticing the early signs and working to alleviate pain points before they progress. Noticing... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.682 | 0.816 | ["war_conflict", "management", "leadership", "communication"] | 412 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233599 | [
0.04409029334783554,
0.05090382322669029,
0.03305702656507492,
0.05798390135169029,
0.029328227043151855,
0.0427442230284214,
-0.008686929941177368,
-0.026699863374233246,
0.07229100912809372,
-0.04630863294005394,
-0.04200805351138115,
-0.012702541425824165,
-0.008800949901342392,
0.05987... | ||
tive listening, and nonjudgemental communication. For example, you may notice that an employee communicates less in meetings when a certain coworker is involved. You schedule a private meeting and encourage the employee to share openly, where you discover that the coworker makes negative comments that impact the employ... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.1 | 0.858 | ["communication"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233632 | [
0.01466720923781395,
-0.014984681271016598,
-0.0007284687017090619,
-0.02037542499601841,
0.02391718700528145,
-0.04284028336405754,
0.10625766962766647,
-0.04728686809539795,
0.033906757831573486,
-0.088595911860466,
0.03144542872905731,
-0.030820541083812714,
-0.0031113154254853725,
0.01... | ||
orkers and avoid what may become a distracting emotional situation. Frequently asked questions What skills are used to lead the conflict resolution process? Managers often use soft skills like active listening, empathy, and problem-solving throughout the conflict-resolution process. These skills allow leaders to commun... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.985 | 0.814 | ["war_conflict", "leadership", "communication", "management"] | 425 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233664 | [
0.013178222812712193,
0.05101899802684784,
0.05528610199689865,
-0.003919144161045551,
0.03843998163938522,
0.004031899850815535,
0.04349168762564659,
-0.008152175694704056,
0.050174083560705185,
0.03436348959803581,
-0.04451602324843407,
0.047780778259038925,
-0.0518520250916481,
0.023959... | ||
each party's needs to create effective solutions. What action steps should leaders take to resolve conflicts? Actionable steps that leaders can take to resolve conflicts may involve: Acknowledging the problem Asking open-ended questions Remaining neutral and nonjudgmental Identifying the root cause of the problem Brain... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 1 | 0.846 | ["war_conflict", "leadership", "management", "decision_making"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233702 | [
0.02231530286371708,
0.03778676316142082,
0.06864086538553238,
-0.048586126416921616,
0.018995927646756172,
0.054848987609148026,
-0.015712754800915718,
-0.05242861062288284,
-0.029633063822984695,
0.05938545614480972,
-0.024974603205919266,
0.032740749418735504,
-0.05266770347952843,
0.00... | ||
ated by Cornell researchers, the five styles of managing conflict include: Competing Collaborating Compromising Avoiding Accommodating What is the best leadership style for conflict resolution? Healthcare leadership research indicates that the best leadership style for resolving conflict is one that prioritizes collabo... | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.988 | 0.816 | ["leadership", "war_conflict", "economy", "communication", "management"] | 439 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233735 | [
-0.020674098283052444,
0.06367177516222,
0.05390462651848793,
-0.03622297942638397,
-0.05136634409427643,
0.05415438488125801,
-0.045693133026361465,
-0.039440155029296875,
0.04058556258678436,
0.04528556391596794,
-0.06813563406467438,
0.1285468190908432,
-0.02201181650161743,
0.056351099... | ||
t you value and respect every employee's opinion. Employees may feel more inclined to compromise when they feel safe to share their feelings at work. Skill Development Career Share on Facebook Share on X Share on Linkedin Share on Email | https://www.edx.org/resources/conflict-management-strategies-for-leaders | How do I improve my conflict management skills as a leader? | edX | edx.org | unknown | false | 0.347 | 0.78 | ["negotiation", "career"] | 237 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.233767 | [
0.004968758672475815,
0.07532689720392227,
-0.027802396565675735,
-0.02687433734536171,
0.04290664941072464,
-0.008385625667870045,
0.08222801983356476,
-0.020751019939780235,
0.023967159911990166,
-0.04900164157152176,
-0.007923278957605362,
0.04045531153678894,
-0.031319037079811096,
0.0... | ||
Impact of Leadership Styles on Conflict Management Strategies in Educational Institutions in Kenya Authors Bonface Kimani Maseno University DOI: https://doi.org/10.47672/ejcm.2079 Keywords: Leadership Styles, Conflict Management, Educational Institutions Abstract Purpose: The aim of the study was to assess the impact o... | https://ajpojournals.org/journals/index.php/EJCM/article/view/2079 | Impact of Leadership Styles on Conflict Management Strategies in Educational Institutions in Kenya | European Journal of Conflict Management | ajpojournals.org | unknown | false | 0.906 | 0.82 | ["leadership", "education", "management", "war_conflict"] | 473 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.350362 | [
-0.0005571885849349201,
0.09672019630670547,
0.021679051220417023,
0.016615863889455795,
-0.04275691136717796,
0.011324413120746613,
-0.08599021285772324,
-0.05153003707528114,
0.06978723406791687,
0.12056060880422592,
0.019697651267051697,
0.03573567047715187,
0.0008723412756808102,
-0.03... | ||
d Methods: This study adopted a desk methodology. A desk study research design is commonly known as secondary data collection. This is basically collecting data from existing resources preferably because of its low cost advantage as compared to a field research. Our current study looked into already published studies a... | https://ajpojournals.org/journals/index.php/EJCM/article/view/2079 | Impact of Leadership Styles on Conflict Management Strategies in Educational Institutions in Kenya | European Journal of Conflict Management | ajpojournals.org | unknown | false | 1 | 0.854 | ["education", "management", "war_conflict"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.350414 | [
-0.018266884610056877,
0.0626036673784256,
-0.019254840910434723,
-0.046388160437345505,
-0.03181901574134827,
0.0032754256390035152,
-0.03963790833950043,
0.07601451873779297,
0.056856345385313034,
0.06814125180244446,
-0.029603103175759315,
0.10455116629600525,
0.04173429682850838,
-0.01... | ||
ness of managing conflicts are significantly influenced by the leadership style adopted by administrators and educators. Transformational leadership, characterized by inspirational motivation, intellectual stimulation, and individualized consideration, tends to foster a collaborative and proactive conflict management e... | https://ajpojournals.org/journals/index.php/EJCM/article/view/2079 | Impact of Leadership Styles on Conflict Management Strategies in Educational Institutions in Kenya | European Journal of Conflict Management | ajpojournals.org | unknown | false | 0.7 | 0.822 | ["leadership", "war_conflict", "management", "motivation", "communication"] | 512 | Conflict Resolution Leadership | topic | 2026-03-21T18:11:37.350451 | [
0.0035915973130613565,
0.019673766568303108,
0.041964270174503326,
-0.0021085229236632586,
-0.014760623686015606,
-0.012818964198231697,
-0.004301578272134066,
-0.04171460494399071,
0.11384166032075882,
0.048524536192417145,
-0.007516327779740095,
0.0871296152472496,
0.0026575233787298203,
... |
Conflict Resolution Content 1
This corpus was automatically generated by the Deku Corpus Builder for use in RAG-based AI applications.
Dataset Structure
Each record contains:
text: The content textsource_url: Original source URLsource_title: Title of the source documentsource_domain: Domain of the sourcelicense_type: License classification (e.g.public_domain,cc_by,cc_by_sa)attribution_required: Boolean — True for CC BY / CC BY-SA and other attribution-required licensesattribution_text: Formatted Creative Commons attribution string (empty if not required)license_url: URL to the CC license deed (empty if not required)relevance_score: Relevance to the subject (0-1)quality_score: Content quality score (0-1)topics: JSON array of detected topicscharacter_count: Length of the textsubject_name: The subject this content relates tosubject_type: "personality" or "topic"extraction_date: When the content was extractedembedding: Pre-computed 384-dimensional embedding vector
Attribution
0 of 1,750 chunks in this corpus require attribution under their source license.
When building lessons from these chunks, the attribution_text field must be surfaced
in the lesson output per the Legend Leadership Attribution Tracking Spec.
Usage
from datasets import load_dataset
dataset = load_dataset("PhillyMac/Conflict_Resolution_Content_1")
# Access attribution-required chunks
for item in dataset["train"]:
if item["attribution_required"]:
print(item["attribution_text"])
Integration with RAG
This dataset is designed to be integrated with existing embedded corpuses. The embeddings use the sentence-transformers/all-MiniLM-L6-v2 model, compatible with FAISS indexing.
License
Content is sourced from public domain and Creative Commons licensed materials.
See individual license_type fields for per-chunk licensing details.
Generated By
Deku Corpus Builder - An automated corpus building system for AI applications.
- Downloads last month
- 19